{smcl} {* 21may2007}{...} {cmd:help estout}{right:(SJ7-2: st0085_1; SJ5-3: st0085)} {hline} {title:Title} {p 4 4 2}{hi:estout} {hline 2} Making regression tables from stored estimates {title:Table of contents} {help estout##syn:Syntax} {help estout##des:Description} {help estout##opt:Options} {help estout##exa:Examples} {help estout##rem:Remarks} {help estout##ref:Backmatter} {marker syn} {title:Syntax} {p 8 15 2} {cmd:estout} [ {it:namelist} ] [ {cmd:using} {it:filename} ] [ {cmd:,} {it:options} ] where {it:namelist} is {cmd:_all} | {cmd:*} | {it:name} [{it:name} ...] {it:name} is {it:identifier} | {cmd:.} {it:options}{col 38}Description {hline 70} {help estout##par:Parameter statistics} {cmdab:c:ells:(}{it:elements and subopts}{cmd:)}{col 38}{...} contents of the table cells, where {col 40}an {it:element}'s {it:subopts} are in paren- {col 40}theses, i.e., {it:element}[{cmd:(}{it:subopts}{cmd:)}] {it:elements}: {cmd:b}{col 38}raw coefficient (point estimate) {cmd:se}{col 38}standard error {cmd:t}{col 38}t or z statistic {cmd:p}{col 38}p-value {cmd:ci}{col 38}confidence interval {cmd:ci_l}{col 38}lower bound of confidence interval {cmd:ci_u}{col 38}upper bound of confidence interval {cmd:_star}{col 38}significance asterisks {cmd:_sign}{col 38}sign of point estimate {cmd:_sigsign}{col 38}sign and significance of estimate {it:myel}{col 38}results from {cmd:e(}{it:myel}{cmd:)} {it:subopts} (for each {it:element}): [{cmdab:no:}]{cmdab:s:tar}{col 38}{...} attach significance asterisks {cmd:fmt(}{it:{help estout##fmt:fmt}} [{it:{help estout##fmt:fmt}} ...]{cmd:)}{col 38}{...} set the display format(s) {cmdab:l:abel:(}{it:string}{cmd:)}{col 38}{...} define a label for {it:element} {cmd:par}[{cmd:(}{it:l} {it:r}{cmd:)}] | {cmd:nopar}{col 38}{...} place results in parentheses {cmdab:v:acant:(}{it:string}{cmd:)}{col 38}{...} print {it:string} if coefficient is absent {cmdab:k:eep:(}{it:keeplist}{cmd:)}{col 38}{...} drop certain individual results {cmdab:d:rop:(}{it:droplist}{cmd:)}{col 38}{...} keep certain individual results {cmdab:pat:tern:(}{it:pattern}{cmd:)}{col 38}{...} model selection {cmdab:pval:ue:(}{it:name}{cmd:)}{col 38}{...} set p-values for {cmd:star} (default: {cmd:p}) [{cmd:no}]{cmd:abs}{col 38}{...} use absolute t statistics {cmdab:d:rop:(}{it:droplist}{cmd:)}{col 38}{...} drop individual parameters {cmdab:k:eep:(}{it:keeplist}{cmd:)}{col 38}{...} keep individual parameters {cmdab:o:rder:(}{it:orderlist}{cmd:)}{col 38}{...} change order of parameters {cmdab:i:ndicate:(}{it:groups} [{cmd:,} {it:subopt}]{cmd:)}{col 38}{...} indicate presence of parameters {it:subopt}: {cmdab:l:abels(}{it:yes} {it:no}{cmd:)}{col 38}{...} redefine "Yes" and "No" labels {cmdab:eq:uations:(}{it:eqmatchlist}{cmd:)}{col 38}{...} match the models' equations {cmd:eform}[{cmd:(}{it:pattern}{cmd:)}] | {cmd:noeform}{col 38}{...} report exponentiated coefficients {cmdab:tr:ansform:(}{it:list} [{cmd:,} {it:subopt}]{cmd:)}{col 38}{...} apply transformations to coefficients {it:subopt}: {cmdab:p:attern:(}{it:pattern}{cmd:)}]{cmd:)}{col 38}{...} select models {cmdab:m:argin}[{cmd:(}{cmd:u}|{cmd:c}|{cmd:p}{cmd:)}] | {cmdab:nom:argin}{col 38}{...} report marginal effects/elasticities {cmdab:di:screte:(}{it:string}{cmd:)} | {cmdab:nodi:screte}{col 38}{...} identify 0/1 variables (if {cmd:margin}) {cmdab:meq:s:(}{it:eq_list}{cmd:)}{col 38}{...} select equations for marginal effects {cmd:dropped}[{cmd:(}{it:string}{cmd:)}] | {cmd:nodropped}{col 38}{...} indicate null coefficients as dropped {cmd:level(}{it:#}{cmd:)}{col 38}{...} set level for confidence intervals {help estout##sum:Summary statistics} {cmdab:s:tats:(}{it:scalarlist}[{cmd:,} {it:subopts}]{cmd:)}{col 38}{...} display summary statistics at the {col 38}bottom of the table {it:subopts}: {cmd:fmt(}{it:{help estout##fmt:fmt}} [{it:{help estout##fmt:fmt}} ...]{cmd:)}{col 38}{...} set the display formats {cmdab:l:abels:(}{it:strlist}[{cmd:,} {col 38}{...} label the summary statistics {it:{help estout##lsub0:label_subopts}}]{cmd:)} {cmdab:s:tar}[{cmd:(}{it:sca'list}{cmd:)}] | {cmdab:nos:tar}{col 38}{...} denote the model significance {cmdab:lay:out:(}{it:array}{cmd:)}{col 38}{...} arrange the summary statistics {cmdab:pc:har:(}{it:symbol}{cmd:)}{col 38}{...} placeholder in {cmdab:layout()}; default is {cmd:@} {help estout##sig:Significance asterisks} {cmdab:starl:evels:(}{it:levelslist}{cmd:)}{col 38}{...} define thresholds and symbols, {col 40}where '{it:levelslist}' is '{it:symbol} {it:#} {col 40}[{it:symbol} {it:#} ...]' with {it:#} in (0,1] and {col 40}listed in descending order [{cmdab:no:}]{cmdab:stard:etach}{col 38}{...} display the asterisks in their own column {help estout##lay:Layout} {cmdab:var:width:(}{it:#}{cmd:)}{col 38}{...} set width of the table's left stub {cmdab:model:width:(}{it:#}{cmd:)}{col 38}{...} set width of the results columns [{cmdab:no:}]{cmdab:uns:tack}{col 38}{...} place equations from multiple- {col 40}equation models in separate columns {cmdab:beg:in:(}{it:string}{cmd:)}{col 38}{...} specify the beginning of the rows {cmdab:del:imiter:(}{it:string}{cmd:)}{col 38}{...} specify the column delimiter {cmd:end(}{it:string}{cmd:)}{col 38}{...} specify the ending of the table rows {cmdab:dm:arker:(}{it:string}{cmd:)}{col 38}{...} define the decimal marker {cmdab:ms:ign:(}{it:string}{cmd:)}{col 38}{...} define the minus sign [{cmd:no}]{cmd:lz}{col 38}{...} print the leading zero of fixed {col 40}format numbers in (-1,1) {cmdab:extra:cols(}{it:numlist}{cmd:)}{col 38}{...} add empty column to the table {cmdab:sub:stitute:(}{it:subst}{cmd:)}{col 38}{...} apply end-of-pipe substitutions, where {col 40}'{it:subst}' is '{it:from} {it:to} [{it:from} {it:to} ... ]' {help estout##lab:Labeling} [{cmdab:no:}]{cmdab:l:abel}{col 38}{...} make use of variable labels [{cmdab:no:}]{cmdab:ab:brev}{col 38}{...} abbreviate long names and labels [{cmdab:no:}]{cmd:wrap}{col 38}{...} wrap long labels (if space permits) {cmdab:ti:tle:(}{it:string}{cmd:)}{col 38}{...} specify a title for the table [{cmdab:no:}]{cmdab:le:gend}{col 38}{...} add a significance symbols legend {cmdab:preh:ead:(}{it:strlist}{cmd:)}{col 38}{...} add text before the table heading {cmdab:posth:ead:(}{it:strlist}{cmd:)}{col 38}{...} add text after the table heading {cmdab:pref:oot:(}{it:strlist}{cmd:)}{col 38}{...} add text before the table footer {cmdab:postf:oot:(}{it:strlist}{cmd:)}{col 38}{...} add text after the table footer {cmdab:hl:inechar:(}{it:string}{cmd:)}{col 38}{...} specify look of {cmd:@hline} {cmdab:varl:abels:(}{it:matchlist}[{cmd:,} {it:sub.}]{cmd:)} {col 38}{...} relabel the parameters {it:subopts}: {cmdab:bl:ist:(}{it:matchlist}{cmd:)}{col 38}{...} assign prefixes to certain rows {cmdab:el:ist:(}{it:matchlist}{cmd:)}{col 38}{...} assign suffixes to certain rows {it:{help estout##lsub0:label_subopts}} {cmdab:ref:cat:(}{it:matchlist}[{cmd:,} {it:subopts}]{cmd:)} {col 38}{...} add reference category information {it:subopts}: {cmdab:l:abel:(}{it:string}{cmd:)}{col 38}{...} redefine the "ref." label {cmdab:b:elow}{col 38}{...} change positioning of refcat {cmdab:ml:abels:(}{it:strlist}[{cmd:,} {it:subopts}]{cmd:)}{col 38}{...} label the models {it:subopts}: [{cmdab:no:}]{cmdab:dep:vars}{col 38}{...} use the name/label of the dependent {col 42}variable as model label [{cmdab:no:}]{cmdab:num:bers}{col 38}{...} number models labels consecutively {it:{help estout##lsub0:label_subopts}} {cmdab:coll:abels:(}{it:strlist}[{cmd:,} {col 38}{...} label the columns within models {it:{help estout##lsub0:label_subopts}}]{cmd:)} {cmdab:eql:abels:(}{it:strlist}[{cmd:,} {col 38}{...} label the equations {it:{help estout##lsub0:label_subopts}}]{cmd:)} {cmdab:mgr:oups:(}{it:strlist}[{cmd:,} {it:subopts}]{cmd:)}{col 38}{...} define and label groups of models {it:subopts}: {cmdab:pat:tern:(}{it:pattern}{cmd:)}{col 38}{...} define the grouping of the models {it:{help estout##lsub0:label_subopts}} {cmdab:num:bers}[{cmd:(}{it:l} {it:r}{cmd:)}] | {cmdab:nonum:bers}{col 38}{...} add a row containing model numbers {help estout##out:Output} [{cmdab:no:}]{cmdab:r:eplace}{col 38}{...} overwrite an existing file [{cmdab:no:}]{cmdab:a:ppend}{col 38}{...} append the output to an existing file [{cmdab:no:}]{cmdab:ty:pe}{col 38}{...} print the table in the results window [{cmd:no}]{cmd:showtabs}{col 38}{...} display tabs as {cmd:}s {help estout##def:Defaults} {cmdab:sty:le:(}{it:style}{cmd:)}{col 38}{...} specify a style for the output table {it:styles}: {cmd:tab}{col 38}tab delimited table {cmd:fixed}{col 38}fixed format table {cmd:smcl}{col 38}SMCL formatted table {cmd:tex}{col 38}table for use with LaTeX {cmd:html}{col 38}table for use with HTML {it:mystyle}{col 38}user defined addition {hline 70} {marker lsub0} {it:{help estout##lsub:label_subopts}}{col 38}Description {hline 70} [{cmd:no}]{cmd:none}{col 38}{...} suppress the labels {cmdab:p:refix:(}{it:string}{cmd:)}{col 38}{...} add a common prefix {cmdab:s:uffix:(}{it:string}{cmd:)}{col 38}{...} add a common suffix {cmdab:b:egin:(}{it:strlist}{cmd:)}{col 38}{...} add an overall prefix [{cmdab:no:}]{cmdab:f:irst}{col 38}{...} print the first occurrence of {cmd:begin()} {cmdab:e:nd:(}{it:strlist}{cmd:)}{col 38}{...} add an overall suffix [{cmdab:no:}]{cmdab:l:ast}{col 38}{...} print the last occurrence of {cmd:end()} {cmdab:r:eplace}{col 38}{...} replace global {cmd:begin()}/{cmd:end()} [{cmd:no}]{cmd:span}{col 38}{...} span columns if appropriate {cmdab:er:epeat:(}{it:string}{cmd:)}{col 38}{...} add a "span" suffix {cmd:lhs(}{it:string}{cmd:)}{col 38}{...} label the table's left stub {hline 70} {marker des} {title:Description} {p 4 4 2} {cmd:estout} assembles a table of coefficients, significance asterisks, summary statistics, standard errors, t or z statistics, p-values, confidence intervals, and other statistics for one or more models previously fitted and stored by {helpb estimates store} or {helpb eststo}. It then writes the table to the Stata log and/or to a text file specified by {cmd:using}. {it:namelist} provides the names of the stored estimation sets to be tabulated. You may use the {cmd:*} and {cmd:?} wildcards in {it:namelist}. The results estimated last may be indicated by a period ({cmd:.}), even if they have not yet been stored. If no model is specified, {cmd:estout} tabulates the estimation sets stored by {cmd:eststo} (see help {helpb eststo}) or, if no such estimates are present, the currently active estimates (i.e., the model fit last). {cmd:estout} may be used after any estimation command that correctly returns its results in {cmd:e()}. {p 4 4 2} See the {help estout##intro:Introduction} in {it:{help estout##exa:Examples}} for an introduction on using {cmd:estout}. See {helpb estimates} for general information about managing estimation results. Furthermore, see {helpb eststo} for an alternative to the {cmd:estimates store} command. {p 4 4 2} The default for {cmd:estout} is to produce a plain, tab-separated table containing point estimates. Producing a fully formatted end product may involve specifying many options. However, a simple-to-use {cmd:estout} wrapper producing preformatted publication style tables is available as {helpb esttab}. Furthermore, use {helpb estadd} to make more results available for tabulation such as the standardized coefficients or the means and standard deviations of the regressors. {p 4 4 2} Programs similar to {cmd:estout} include {cmd:outreg} by John Luke Gallup, {cmd:outreg2} by Roy Wada, {cmd:modltbl} by John H. Tyler, {cmd:mktab} by Nicholas Winter, {cmd:outtex} by Antoine Terracol, or {cmd:est2tex} by Marc Muendler. Also see Newson (2003) for an appealing approach. {marker opt} {title:Options} Contents {help estout##par:Parameter statistics} {help estout##sum:Summary statistics} {help estout##sig:Significance asterisks} {help estout##lay:Layout} {help estout##lab:Labeling} {help estout##out:Output} {help estout##def:Defaults} {it:{help estout##lsub:label_subopts}} {marker par} {dlgtab:Parameter statistics} {p 4 8 2} {cmd:cells(}{it:array}{cmd:)} specifies the parameter statistics to be reported and how they are to be arranged. The default is for cells to report raw coefficients only; i.e., {cmd:cells(b)}. {cmd:cells(none)} may be used to completely suppress the printing of parameter statistics. Otherwise, {cmd:cells(b se)} would result in the reporting of raw coefficients and standard errors. Multiple statistics are placed in separate rows beneath one another by default. However, elements of {it:array} that are listed in quotes; e.g., {cmd:cells("b se")}, are placed beside one another. For example, {cmd:cells("b p" se)} would produce a table with raw coefficients and standard errors beneath one another in the first column and p-values in the top row of the second column for each model. {p 8 8 2} The parameter statistics available are {cmd:b} (coefficients), {cmd:se} (standard errors), {cmd:t} (t/z statistics), {cmd:p} (p-values), and {cmd:ci} (confidence intervals; to display the lower and upper bounds in separate cells use {cmd:ci_l} and {cmd:ci_u}). Any additional parameter statistics included in the {cmd:e()} saved results for the models can be tabulated as well. If, for example, {cmd:e(beta)} contains the standardized coefficients, type {cmd:cells(beta)} to tabulate them. Use {helpb estadd} to add statistics such as the standardized coefficients to the {cmd:e()} saved results of a model. Also see the {cmd:eform} and {cmd:margin} options for more information on the kinds of statistics that can be displayed. {p 8 8 2}Further available elements in {it:array} are {cmd:_star}, {cmd:_sign}, and {cmd:_sigsign}. {cmd:_star} causes asterisks denoting the significance of the coefficients to be printed (* for p<.05, ** for p<.01, and *** for p<.001; customizable via the {cmd:starlevels()} option below). {cmd:_star} places the significance asterisks in their own cells. See the {cmd:star} suboption below if you want to attach the asterisks to another element. {cmd:_sign} prints the signs of the coefficients ("+", "-", or "0"). {cmd:_sigsign}, a combination of {cmd:_star} and {cmd:_sign}, repeats the signs of the coefficients where the number of repetitions reflects the level of significance (non-significant coefficients are left empty; however, you may set the first level to 1 in the {cmd:starlevels()} option). {p 8 8 2} A set of suboptions may be specified in parentheses for each element named in {it:array}. For example, to add significance asterisks to the coefficients and place the standard errors in parentheses, specify {bind:{cmd:cells(b(star) se(par))}}. The following suboptions are available. {p 12 16 2} {cmd:star} specifies that asterisks denoting the significance of the coefficients be attached to the statistic: {cmd:*} for p<.05, {cmd:**} for p<.01, and {cmd:***} for p<.001. The symbols and the values for the thresholds and the number of levels are fully customizable (see the {help estout##sig:Significance asterisks} options). {p 12 16 2} {cmd:fmt(}{it:{help estout##fmt:fmt}} [{it:{help estout##fmt:fmt}} ...]{cmd:)} specifies the display format(s) of a statistic. It defaults to {cmd:%9.0g} or the format for the first statistic in {cmd:cells()}. If only one format is specified, it is used for all occurrences of the statistic. For example, type {p 20 20 2}{cmd:. estout} {it:...}{cmd:, cells("b(fmt(3)) t(fmt(2))")} {p 16 16 2} to print coefficients and t-values beside one another using three decimal places for coefficients and two decimal places for t-values. If multiple formats are specified, the first format is used for the first regressor in the estimates table, the second format for the second regressor, and so on. The last format is used for the remaining regressors if the number of regressors in the table is greater than the number of specified formats. For instance, type {p 20 20 2}{cmd:. estout} {it:...}{cmd:, cells(b(fmt(3 4 2)))} {p 16 16 2} to use three decimal places for the first coefficient, four decimal places for the second, and two decimal places for all remaining coefficients. Regardless of the display format chosen, leading and trailing blanks are removed from the numbers. White space can be added by specifying a {cmd:modelwidth()} (see the {help estout##lay:Layout} options). {it:{help estout##fmt:fmt}} may be any of Stata's numerical display formats, e.g., {cmd:%9.0g} or {cmd:%8.2f}, an integer {it:#} such as {cmd:1} or {cmd:3} to use a fixed format with {it:#} decimal places, or {cmd:a}{it:#} such as {cmd:a1} or {cmd:a3} to use {cmd:estout}'s adaptive display format (see {help estout##fmt:Numerical formats} in {it:{help estout##rem:Remarks}} for details). {p 12 16 2} {cmd:label(}{it:string}{cmd:)} specifies a label to appear in the column heading. The default is the name of the statistic. {p 12 16 2} {cmd:par}[{cmd:(}{it:l} {it:r}{cmd:)}] specifies that the statistic in question be placed in parentheses. It is also possible to specify custom "parentheses". For example, {cmd:se(par({ }))} would display the standard errors in curly brackets. Or {cmd:se(par(`"="("' `")""'))} will write parentheses in a way that Excel can recognize. For {cmd:ci} the syntax is: {p 20 20 2} {cmd:ci(par}[{cmd:(}{it:l} {it:m} {it:r}{cmd:)}]{cmd:)} {p 12 16 2} {cmd:vancant(}{it:string}{cmd:)} prints {it:string} if a coefficient is not in the model. The default is to leave such cells empty. {p 12 16 2} {cmd:drop(}{it:droplist}{cmd:)} drops certain individual statistics. For example, specifying {cmd:t(drop(_cons))} suppresses the t statistics for the constants. A {it:droplist} comprises one or more specifications, separated by white space. A specification can be either a parameter name (e.g., {cmd:price}), an equation name followed by a colon (e.g., {cmd:mean:}), or a full name (e.g., {cmd:mean:price}). You may use the {cmd:*} and {cmd:?} wildcards in equation names and parameter names. Be sure to refer to the matched equation names and not to the original equation names in the models when using the {cmd:equations()} option to match equations. {p 12 16 2} {cmd:keep(}{it:keeplist}{cmd:)} keeps certain individual statistics. For example, the specification {cmd:t(keep(mpg))} would display the t statistics exclusively for the variable {cmd:mpg}. See the {cmd:drop()} suboption above for further details. {p 12 16 2} {cmd:pattern(}{it:pattern}{cmd:)} designates a pattern of models for which the statistics are to be reported, where the {it:pattern} consists of zeros and ones. A {cmd:1} indicates that the statistic be printed; {cmd:0} indicates that it be suppressed. For example {cmd:beta(pattern(1 0 1))} would result in {cmd:beta} being reported for the first and third models, but not for the second. {p 12 16 2} {cmd:pvalue(}{it:name}{cmd:)} specifies the p-values used to determine the significance asterisks (see {cmd:star} above). The default is {cmd:pvalue(p)}, indicating that the standard p-values are to be used (i.e., the p-values computed form the coefficients vector and the variance matrix). Alternatively, specify {cmd:pvalue(}{it:mypvalue}{cmd:)}, in which case the significance asterisks will be determined from the values in {cmd:e(}{it:mypvalue}{cmd:)}. Values outside [0,1] will be ignored. {p 12 16 2} {cmd:abs} specifies that absolute t statistics be used instead of regular t statistics (relevant only if used with {cmd:t()}). {p 4 8 2} {cmd:drop(}{it:droplist}{cmd:)} identifies the coefficients to be dropped from the table. A {it:droplist} comprises one or more specifications, separated by white space. A specification can be either a parameter name (e.g., {cmd:price}), an equation name followed by a colon (e.g., {cmd:mean:}), or a full name (e.g., {cmd:mean:price}). You may use the {cmd:*} and {cmd:?} wildcards in equation names and parameter names. Be sure to refer to the matched equation names, and not to the original equation names in the models, when using the {cmd:equations()} option to match equations. {p 4 8 2} {cmd:keep(}{it:keeplist}{cmd:)} selects the coefficients to be included in the table. {it:keeplist} is specified analogous to {it:droplist} in {cmd:drop()} (see above). {cmd:keep()} does {it:not} change the the order of the coefficients. Use {cmd:order()} to change the order of coefficients. {p 4 8 2} {cmd:order(}{it:orderlist}{cmd:)} changes the order of the coefficients and equations within the table. {it:orderlist} is specified analogous to {it:droplist} in {cmd:drop()} (see above). Reordering of coefficients is performed equation by equation, unless equations are explicitly specified. Coefficients and equations that do not appear in {it:orderlist} are placed last (in their original order). {p 4 8 2} {cmd:indicate(}{it:groups} [{cmd:,} {cmdab:l:abels(}{it:yes} {it:no}{cmd:)}]{cmd:)} indicates for each model (or, if {cmd:unstack} is specified, for each equation) the presence of certain groups of coefficients at the end of the table body. The syntax for {it:groups} is {it:group} [ {it:group} {it:...} ] {p 8 8 2}where a {it:group} is [{it:name} = ] {it:list} {p 8 8 2}and {it:list} is a list of coefficient specifications as defined in {cmd:drop()} above. The single groups should be enclosed in quotes unless there is only one group and "{it:name} =" is specified. If "{it:name} =" is omitted, the first element of {it:list} is used as name. Note that {it:name} may contain spaces. {p 8 8 2} For example, if some of the models contain a set of year dummies, say, {cmd:y1 y2 y3}, specify {cmd}estout{txt} {it:...}{cmd}, indicate(year effects = y1 y2 y3){txt} {p 8 8 2} to drop the dummies from the table and add a "year effects" row containing "Yes" for models in which {it:at least one} of the dummies is present, and "No" for the other models. {p 8 8 2} Use the {cmd:labels()} suboption to redefine the indication labels to be printed in the table. The default is {cmd:labels(Yes No)}. Use quotes if the labels include spaces, e.g., {bind:{cmd:labels("in model" "not in model")}}. {p 4 8 2} {cmd:equations(}{it:eqmatchlist}{cmd:)} specifies how the models' equations are to be matched. This option is passed to the internal call of {cmd:estimates table}. See {helpb estimates} on how to specify this option. {cmd:estout} automatically matches the models' first equations into an equation called {cmd:main} if the equations have different names. Specify {cmd:equations("")} to suppress this behavior. {p 4 8 2} {cmd:eform}[{cmd:(}{it:pattern}{cmd:)}] displays the coefficient table in exponentiated form. The exponent of {cmd:b} is displayed in lieu of the untransformed coefficient; standard errors and confidence intervals are transformed as well. Specify a {it:pattern} if the exponentiation is to be applied only for certain models. For instance, {cmd:eform(1 0 1)} would transform the statistics for models 1 and 3, but not for model 2. Unlike {cmd:regress} and {cmd:estimates table}, {cmd:estout} in eform mode does not suppress the display of the intercept. To drop the intercept in eform-mode, specify {cmd:drop(_cons)}. Note: {cmd:eform} is implemented via the {cmd:transform()} option. If both options are specified, {cmd:transform()} takes precedence over {cmd:eform}. {p 4 8 2} {cmd:transform(}{it:list} [, {cmd:pattern(}{it:pattern}{cmd:)}]{cmd:)} displays transformed coefficients, standard errors and confidence intervals. {it:list} may be {it:fx} {it:dfx} {p 8 8 2}where {it:fx} is the transformation function and {it:dfx} is its first derivative. {it:fx} is applied to coefficients and confidence intervals; that is, {it:fx}({cmd:b}) and {it:fx}({cmd:ci}) are displayed instead of {cmd:b} and {cmd:ci}. {it:dfx} is used to delta-transform standard errors; i.e., {cmd:se}*{it:dfx}({cmd:b}) is displayed instead of {cmd:se}. Use {cmd:@} as a placeholder for the function's argument in {it:fx} and {it:dfx}. For example, type {cmd}estout{txt} {it:...}{cmd}, transform(exp(@) exp(@)){txt} {p 8 8 2}to report exponentiated results (this is equivalent to specifying the {cmd:eform} option). {p 8 8 2}{it:list} may also be specified as {p 12 12 2}{it:coefs} {it:fx} {it:dfx} [ {it:...} [{it:coefs}] {it:fx} {it:dfx} ] {p 8 8 2}where {it:coefs} identifies the coefficients to be transformed. Syntax for {it:coefs} is as explained above in the description of the {cmd:drop()} option (however, include {it:coefs} in quotes if it contains multiple elements). Say that a model has two equations, {cmd:price} and {cmd:select}, and you want to exponentiate the {cmd:price} equation but not the {cmd:select} equation. You could then type {cmd}estout{txt} {it:...}{cmd}, transform(price: exp(@) exp(@)){txt} {p 8 8 2}Omitting {it:coef} in the last transformation specification applies the last transformation to all remaining coefficients. {p 8 8 2}Specify the {cmd:pattern()} suboption if the transformations are to be applied only for certain models. For instance, {cmd:pattern(1 0 1)} would apply the transformation to Models 1 and 3, but not Model 2. {p 4 8 2} {cmd:margin}[{cmd:(}{cmd:u}|{cmd:c}|{cmd:p}{cmd:)}] indicates that the marginal effects or elasticities be reported instead of the raw coefficients. This option has an effect only if {cmd:mfx} has been applied to a model before its results were stored (see {helpb mfx}) or if a {cmd:dprobit} (see {helpb probit}), {cmd:truncreg,marginal} {bind:({helpb truncreg})}, or {cmd:dtobit} (Cong 2000) model is estimated. One of the parameters {cmd:u}, {cmd:c}, or {cmd:p}, corresponding to the unconditional, conditional, and probability marginal effects, respectively, is required for {cmd:dtobit}. The standard errors, confidence intervals, t statistics, and p-values are transformed as well. {p 8 8 2} Using the {cmd:margin} option with multiple-equation models can be tricky. The marginal effects of variables that are used in several equations are printed repeatedly for each equation because the equations per se are meaningless for {cmd:mfx}. To display the effects for certain equations only, specify the {cmd:meqs()} option. Or use the {cmd:keep()} and {cmd:drop()} options to eliminate redundant rows. The {cmd:equations()} option might also be of help here. {p 4 8 2} {cmd:discrete(}{it:string}{cmd:)} may be used to override the default symbol and explanatory text used to identify dummy variables when reporting marginal effects. The first token in {it:string} is used as the symbol. The default is {p 12 12 2} {cmd:discrete(" (d)" for discrete change of dummy variable from 0 to 1)} {p 8 8 2} To display explanatory text, specify either the {cmd:legend} option or use the {cmd:@discrete} variable (see the {help estout##atvar:Remarks on using @ variables}). {p 8 8 2} Use {cmd:nodiscrete} to disable the identification of dummy variables as such. The default is to indicate the dummy variables unless they have been interpreted as continuous variables in all of the models for which results are reported (for {cmd:dprobit} and {cmd:dtobit}, however, dummy variables will always be listed as discrete variables unless {cmd:nodiscrete} is specified). {p 4 8 2} {cmd:meqs(}{it:eq_list}{cmd:)} specifies that marginals be printed only for the equations in {it:eq_list}. Specifying this option does not affect how the marginals are calculated. An {it:eq_list} comprises one or more equation names (without colons) separated by white space. If you use the {cmd:equations()} option to match equations, be sure to refer to the matched equation names and not to the original equation names in the models. {p 4 8 2}{cmd:dropped}[{cmd:(}{it:string}{cmd:)}] causes null coefficients (coefficients for which {cmd:e(b)} and {cmd:e(V)} is zero) to be indicated as dropped. {it:string} specifies the text to be printed in place of the estimates. The default text is "(dropped)". {p 4 8 2} {cmd:level(}{it:#}{cmd:)} assigns the confidence level, as a percentage, for the confidence intervals of the coefficients (see {helpb level}). {marker sum} {dlgtab:Summary statistics} {p 4 8 2} {cmd:stats(}{it:scalarlist}[{cmd:,} {it:stats_subopts}]{cmd:)} specifies one or more scalar statistics -- separated by white space -- to be displayed at the bottom of the table. The {it:scalarlist} may contain {cmd:e()} scalars (such as {cmd:N}, {cmd:r2}, or {cmd:chi2}) and the following statistics: {p 12 24 2}{cmd:aic}{space 5}Akaike's information criterion{p_end} {p 12 24 2}{cmd:bic}{space 5}Schwarz's Bayesian information criterion{p_end} {p 12 24 2}{cmd:rank}{space 4}rank of {cmd:e(V)}, i.e., the number of free parameters in model{p_end} {p 12 24 2}{cmd:p}{space 7}the p-value of the model (overall model significance) {p 8 8 2} See {helpb estimates} for details on the {cmd:aic} and {cmd:bic} statistics. The rules for the determination of {cmd:p} are as follows (although the procedure outlined below is appropriate for most models, there might be some models for which it is not): {p 12 15 2} 1) p-value provided: if the {cmd:e(p)} scalar is provided by the estimation command, it will be interpreted as indicating the p-value of the model. {p 12 15 2} 2) F test: if {cmd:e(p)} is not provided, {cmd:estout} checks for the presence of the {cmd:e(df_m)}, {cmd:e(df_r)}, and {cmd:e(F)} scalars and, if they are present, the p-value of the model will be calculated as {cmd:Ftail(df_m,df_r,F)}. This p-value corresponds to the standard overall F test of linear regression. {p 12 15 2} 3) chi2 test: otherwise, if neither {cmd:e(p)} nor {cmd:e(F)} is provided, {cmd:estout} checks for the presence of {cmd:e(df_m)} and {cmd:e(chi2)} and, if they are present, calculates the p-value as {cmd:chi2tail(df_m,chi2)}. This p-value corresponds to the Likelihood-Ratio or Wald chi2 test. {p 12 15 2} 4) If neither {cmd:e(p)}, {cmd:e(F)}, nor {cmd:e(chi2)} is available, no p-value will be reported. {p 8 8 2}Type {cmd:ereturn list} after estimating a model to see a list of the returned {cmd:e()} scalars (see {helpb ereturn}). Use {helpb estadd} (available from the SSC archive) to add extra statistics to {cmd:e()}. {p 8 8 2} The following {it:stats_subopts} are available. {p 12 16 2} {cmd:fmt(}{it:{help estout##fmt:fmt}} [{it:{help estout##fmt:fmt}} {it:...}]{cmd:)} sets the display formats for the scalar statistics in {it:scalarlist}. {it:{help estout##fmt:fmt}} may be any of Stata's numerical display formats, e.g., {cmd:%9.0g} or {cmd:%8.2f}, an integer {it:#} such as {cmd:1} or {cmd:3} to use a fixed format with {it:#} decimal places, or {cmd:a}{it:#} such as {cmd:a1} or {cmd:a3} to use {cmd:estout}'s adaptive display format (see {help estout##fmt:Numerical formats} in {it:{help estout##rem:Remarks}} for details). For example, {cmd:fmt(3 0)} would be suitable for {cmd:stats(r2_a N)}. The last specified format is used for the remaining scalars if the list of scalars is longer than the list of formats. Thus, only one format needs to be specified if all scalars are to be displayed in the same format. If no format is specified, the default format is the display format of the coefficients. {p 12 16 2} {cmd:labels(}{it:strlist}[{cmd:,} {it:{help estout##lsub:label_subopts}}]{cmd:)} to specify labels for rows containing the scalar statistics. If specified, the labels are used instead of the scalar names. For example: {p 20 20 2} {cmd:. estout} {it:...}{cmd:, stats(r2_a N, labels("Adj. R-Squared" "Number of Cases"))} {p 16 16 2}Names like {cmd:r2_a} produce an error in LaTeX because the underscore character has a special meaning in LaTeX (to print the underscore in LaTeX, type {cmd:\_}). Use the {cmd:label()} suboption to rename such statistics, e.g., {cmd:stats(r2_a, labels(r2\_a))}. Another approach is to use {cmd:estout}'s {cmd:substitute()} option (see the {help estout##lay:Layout} options). {p 12 16 2} {cmd:star}[{cmd:(}{it:scalarlist}{cmd:)}] to specify that the overall significance of the model be denoted by asterisks. The asterisks are attached to the scalar statistics specified in {it:scalarlist}. If {it:scalarlist} is omitted, the asterisks are attached to the first reported scalar statistic. The printing of the asterisks is suppressed in empty results cells (i.e., if the scalar statistic in question is missing for a certain model). The determination of the model significance is based on the p-value of the model (see above). {p 16 16 2} Hint: It is possible to attach the asterisks to different scalar statistics within the same table. For example, specify {cmd:stats(,star(r2_a r2_p))} when tabulating OLS estimates and, say, probit estimates. For the OLS models, the F test will be carried out and the significance asterisks will be attached to the {cmd:r2_a}; for the probit models, the chi2 test will be used and the asterisks will appear next to the {cmd:r2_p}. {p 12 16 2} {cmd:layout(}{it:array}{cmd:)} to rearrange the summary statistics. The default is to print the statistics in separate rows beneath one another (in each model's first column). The syntax for {it:array} is <{it:row}> [ <{it:row}> ... ] {p 16 16 2} where {it:row} is <{it:cell}> [ <{it:cell}> ... ] {p 16 16 2} and {cmd:@} is used as a placeholder for the statistics, one after another. Rows and cells that contain blanks have to be embraced in quotes. For example, {cmd} ... stats(chi2 df_m N, layout("@ @" @)){txt} {p 16 16 2}prints for each model in row 1/column 1 the chi-squared, in row1/column 2 the degrees of freedom, and in row 2/column 1 the number of observations. Cells may contain multiple statistics and text other than the placeholder symbol is printed as is (provided that the cells' statistics are part of the model). For example, {cmd} ... stats(chi2 df_m N, layout(`""@ (@)""' @)){txt} {p 16 16 2} prints a cell containing "chi2 (df_m)" in the first row and the number of observations in the second row. The number of columns in the table depends only on the {cmd:cells()} option (see above) and not on the {cmd:layout()} suboption. If, for example, the table has two columns per model and you specify three columns of summary statistics, the summary statistics in the third column are not printed. {p 12 16 2} {cmd:pchar(}{it:symbol}{cmd:)} to specify the placeholder symbol used in {cmdab:layout()}. The default placeholder is {cmd:@}. {marker sig} {dlgtab:Significance asterisks} {p 4 8 2} {cmd:starlevels(}{it:levelslist}{cmd:)} overrides the default thresholds and symbols for significance asterisks. For instance, {bind:{cmd:starlevels(+ 0.10 * 0.05)}} sets the following thresholds: {cmd:+} for p<.10 and {cmd:*} for p<.05. Note that the thresholds must lie in the (0,1] interval and must be specified in descending order. To, for example, denote insignificant results, type {bind:{cmd:starlevels(* 1 "" 0.05)}}. {p 4 8 2} {cmd:stardetach} specifies that a delimiter be placed between the statistics and the significance asterisks (i.e., that the asterisks are to be displayed in their own column). {marker lay} {dlgtab:Layout} {p 4 8 2} {cmd:varwidth(}{it:#}{cmd:)} specifies the number of characters used to display the names (labels) of regressors and statistics (i.e., {cmd:varwidth} specifies the width of the table's left stub). Long names (labels) are abbreviated (depending on the {cmd:abbrev} option) and short or empty cells are padded out with blanks to fit the width specified by the user. {cmd:varwidth} defaults to 0, which means that the names are not abbreviated and no white space is added. Specifying low values may cause misalignment. {p 4 8 2} {cmd:modelwidth(}{it:#}{cmd:)} designates the number of characters used to display the results columns. If a non-zero {cmd:modelwidth} is specified, model names are abbreviated if necessary (depending on the {cmd:abbrev} option) and short or empty results cells are padded out with blanks. In contrast, {cmd:modelwidth} does not shorten or truncate the display of the results themselves (coefficients, t statistics, summary statistics, etc.) although it may add blanks if needed. {cmd:modelwidth} defaults to 0, which means that the model names are not abbreviated and no white space is added. Specifying low values may cause misalignment. {p 8 8 2} {cmd:modelwidth} allows constructing a fixed-format table, thus making the raw table more readable. However, the added blanks may cause problems with the conversion to a table in word processors or spreadsheets. {p 4 8 2} {cmd:unstack} specifies that the individual equations from multiple-equation models (e.g., {cmd:mlogit}, {cmd:reg3}, {cmd:heckman}) be placed in separate columns. The default is to place the equations below one another in a single column. Summary statistics will be reported for each equation if {cmd:unstack} is specified and the estimation command is either {cmd:reg3}, {cmd:sureg}, or {cmd:mvreg} (see {helpb reg3}, {helpb sureg}, {helpb mvreg}). {p 4 8 2} {cmd:begin(}{it:string}{cmd:)} specifies a string to be printed at the beginning of every table row. The default is an empty string. It is possible to use special functions such as {cmd:_tab} or {cmd:_skip} in {cmd:begin()}. For more information on using such functions, see the description of the functions in {helpb file}. {p 4 8 2} {cmd:delimiter(}{it:string}{cmd:)} designates the delimiter used between the table columns. The default is a tab character. See the {cmd:begin} option above for further details. {p 4 8 2} {cmd:end(}{it:string}{cmd:)} specifies a string to be printed at the end of every table row. The default is an empty string. See the {cmd:begin} option above for further details. {p 4 8 2} {cmd:dmarker(}{it:string}{cmd:)} specifies the form of the decimal marker. The standard decimal symbol (a period or a comma, depending on the input provided to {cmd:set dp}; see {help format}) is replaced by {it:string}. {p 4 8 2} {cmd:msign(}{it:string}{cmd:)} determines the form of the minus sign. The standard minus sign ({cmd:-}) is replaced by {it:string}. {p 4 8 2} {cmd:lz} specifies that the leading zero of fixed format numbers in the interval (-1,1) be printed. This is the default. Use {cmd:nolz} to advise {cmd:estout} to omit the leading zeros (that is, to print numbers like {cmd:0.021} or {cmd:-0.33} as {cmd:.021} and {cmd:-.33}). {p 4 8 2} {cmd:extracols(}{it:{help numlist}}{cmd:)} inserts empty table columns at the indicated positions. For example, {cmd:extracols(1)} adds an extra column between the left stub of the table and the first column. {p 4 8 2} {cmd:substitute(}{it:subst_list}{cmd:)} specifies that the substitutions specified in {it:subst_list} be applied to the estimates table after it has been created. Specify {it:subst_list} as a list of substitution pairs, that is: {p 12 12 2} {it:from} {it:to} [{it:from} {it:to} ...] {p 8 8 2}For example, specify {cmd:substitute(_ \_)} to replace the underscore character (as in {cmd:_cons} or {cmd:F_p}) with its LaTeX equivalent {cmd:\_}. {marker lab} {dlgtab:Labeling} {p 4 8 2} {cmd:label} specifies that variable labels be displayed instead of variable names in the left stub of the table. {p 4 8 2} {cmd:abbrev} specifies that long names and labels be abbreviated if a {cmd:modelwidth()} and/or a {cmd:varwidth()} is specified. {p 4 8 2} {cmd:wrap} causes long variable labels to be wrapped if space permits and a {cmd:varwidth()} is specified. The {cmd:wrap} option is useful only if several parameter statistics are printed beneath one another and, therefore, white space is available beneath the labels. {p 4 8 2} {cmd:title(}{it:string}{cmd:)} may be used to specify a title for the table. The {it:string} is printed at the top of the table unless {cmd:prehead()}, {cmd:posthead()}, {cmd:prefoot()}, or {cmd:postfoot()} is specified. In the latter case, the variable {cmd:@title} can be used to insert the title. {p 4 8 2} {cmd:legend} adds a legend explaining the significance symbols and thresholds. {p 4 8 2} {cmd:prehead(}{it:strlist}{cmd:)}, {cmd:posthead(}{it:strlist}{cmd:)}, {cmd:prefoot(}{it:strlist}{cmd:)}, and {cmd:postfoot(}{it:strlist}{cmd:)} may be used to define lists of text lines to appear before and after the table heading or the table footer. For example, the specification {p 12 12 2} {cmd:. estout} {it:...}{cmd:, prehead("\S_DATE \S_TIME" "")} {p 8 8 2} would add a line containing the current date and time followed by an empty line before the table. Various substitution functions can be used as part of the text lines specified in {it:strlist} (see the {help estout##atvar:Remarks on using @ variables}). For example, {cmd:@hline} plots a horizontal "line" (series of dashes, by default; see the {cmd:hlinechar()} option) or {cmd:@M} inserts the number of models in the table. {cmd:@M} could be used in a LaTeX table heading as follows: {p 12 12 2} {cmd:. estout} {it:...}{cmd:, prehead(\begin{tabular}{l*{@M}{r}})} {p 4 8 2} {cmd:hlinechar(}{it:string}{cmd:)} specifies the character(s) to be used in {cmd:@hline}. The default is {cmd:hlinechar(-)}, resulting in a dashed line. To produce a solid line, specify {cmd:hlinechar(`=char(151)')} (Windows only; other systems may use other codes). {p 4 8 2} {cmd:varlabels(}{it:matchlist}[{cmd:,} {it:suboptions}]{cmd:)} may be used to relabel the regressors from the models, where {it:matchlist} is {p 12 12 2} {it:name} {it:label} [{it:name} {it:label} ...] {p 8 8 2} A {it:name} is a parameter name (e.g., {cmd:price}) or a full name (e.g., {cmd:mean:price}) (abbreviation and wildcards not allowed). For example, specify {cmd:varlabels(_cons Constant)} to replace each occurrence of {cmd:_cons} with {cmd:Constant}. (Note that, in LaTeX, the underscore character produces an error unless it is specified as {cmd:\_}. Thus, names such as {cmd:_cons} should always be changed if the estimates table is to be used with LaTeX. The {cmd:substitute()} may also be helpful; see the {help estout##lay:Layout} options.) The {it:suboptions} are: {p 12 16 2} {cmd:blist(}{it:matchlist}{cmd:)} to assign specific prefixes to certain rows in the table body. Specify the {it:matchlist} as pairs of regressors and prefixes, that is: {p 20 20 2} {it:name} {it:prefix} [{it:name} {it:prefix} ...] {p 16 16 2} A {it:name} is a parameter name (e.g., {cmd:price}), an equation name followed by a colon (e.g., {cmd:mean:}), or a full name (e.g., {cmd:mean:price}) (abbreviation and wildcards not allowed). Note that equation names cannot be used if the {cmd:unstack} option is specified. {p 12 16 2} {cmd:elist(}{it:matchlist}{cmd:)} to assign specific suffixes to certain rows in the table body (see the analogous {cmd:blist()} option above). This option may, for example, be useful for separating thematic blocks of variables by adding vertical space at the end of each block. A LaTeX example: {p 20 20 2} {cmd:. estout} {it:...}{cmd:, varlabels(,elist(price \addlinespace mpg \addlinespace))} {p 16 16 2} (the macro {cmd:\addlinespace} is provided by the {cmd:booktabs} package in LaTeX) {p 12 16 2} {it:{help estout##lsub:label_subopts}}, which are explained in their own section. {p 4 8 2} {cmd:refcat(}{it:matchlist}[{cmd:,} {it:suboptions}]{cmd:)} may be used to insert a row containing information on the reference category of a categorical variable in the model. {it:matchlist} is {p 12 12 2} {it:name} {it:refcat} [{it:name} {it:refcat} ...] {p 8 8 2} A {it:name} is a parameter name (e.g., {cmd:_Irep78_2}) (abbreviation and wildcards not allowed). For example, assume that you include the categorical variable {cmd:rep78} ("Repair Record 1978" from the auto dataset) in some of your models using {cmd:xi} (see {helpb xi}). Since {cmd:rep78} has five levels, 1 through 5, {cmd:xi} will create 4 dummy variables, {cmd:_Irep78_2} through {cmd:_Irep78_5}. You can now type {p 12 12 2} {cmd:. estout} {it:...}{cmd:, refcat(_Irep78_2 _Irep78_1)} {p 8 8 2}to add a table row containing "_Irep78_1" in the left stub and "ref." in each column in which the {cmd:_Irep78_2} dummy appears. The {it:suboptions} are: {p 12 16 2} {cmd:label(}{it:string}{cmd:)} to specify the label that is printed in the table columns. The default is {cmd:label(ref.)} {p 12 16 2} {cmd:below} to position the reference category row below the specified coefficient's row. The default is above. For example, if the 5th category of {cmd:rep78} is used as reference category, i.e., if {cmd:_Irep78_1} through {cmd:_Irep78_4} are included in the models, you might want to type {cmd:refcat(_Irep78_4 _Irep78_5, below)}. {p 4 8 2} {cmd:mlabels(}{it:strlist}[{cmd:,} {it:suboptions}]{cmd:)} determines the model captions printed in the table heading. The default is to use the names of the stored estimation sets (or their titles, if the {cmd:label} option is specified and titles are available). The {it:suboptions} for use with {cmd:mlabels} are: {p 12 16 2} {cmd:depvars} to specify that the name (or label) of the (first) dependent variable of the model be used as model label. {p 12 16 2} {cmd:numbers} to cause the model labels to be numbered consecutively. {p 12 16 2} {it:{help estout##lsub:label_subopts}}, which are explained in their own section. {p 4 8 2} {cmd:collabels(}{it:strlist}[{cmd:,} {it:{help estout##lsub:label_subopts}}]{cmd:)} specifies labels for the columns within models or equations. The default is to compose a label from the names or labels of the statistics printed in the cells of that column. The {it:label_subopts} are explained in their own section below. {p 4 8 2} {cmd:eqlabels(}{it:strlist}[{cmd:,} {it:{help estout##lsub:label_subopts}}]{cmd:)} labels the equations. The default is to use the equation names as stored by the estimation command, or to use the variable labels if the equation names correspond to individual variables and the {cmd:label} option is specified. The {it:label_subopts} are explained in their own section below. {bind:{cmd:eqlabels(, none)}} replaces {cmd:_cons} with the equation name or label, if {cmd:_cons} is the only parameter in an equation. This is useful, e.g., for tabulating {cmd:ologit} or {cmd:oprobit} results in Stata 9. Specify {bind:{cmd:eqlabels("", none)}} to not replace {cmd:_cons}. {p 4 8 2} {cmd:mgroups(}{it:strlist}[{cmd:,} {it:suboptions}]{cmd:)} may be used to labels groups of (consecutive) models at the top of the table heading. The labels are placed in the first physical column of the output for the group of models to which they apply. The {it:suboptions} for use with {cmd:mgroups} are {p 12 16 2} {cmd:pattern(}{it:pattern}{cmd:)} to establish how the models are to be grouped. {it:pattern} should be a list of zeros and ones, with ones indicating the start of a new group of models. For example, {p 20 20 2} {cmd:. estout} {it:...}{cmd:, mgroups("Group 1" "Group 2", pattern(1 0 0 1 0))} {p 16 16 2} would group models 1, 2, and 3 together and then groups models 4 and 5 together as well. The first group will always start with the first model regardless of whether the first token of {it:pattern} is a one or a zero. {p 12 16 2} {it:{help estout##lsub:label_subopts}}, which are explained in their own section. In particular, the {cmd:span} suboption might be of interest here. {p 4 8 2} {cmd:numbers}[{cmd:(}{it:l} {it:r}{cmd:)}] adds a row to the table header displaying consecutive model numbers. The default is to enclose the numbers in parentheses, i.e., {cmd:(1)}, {cmd:(2)}, etc. Alternatively, specify {it:l} and {it:r} to change the tokens on the left and right of each number. For example, {cmd:numbers("" ")")} would result in {cmd:1)}, {cmd:2)}, etc. {marker out} {dlgtab:Output} {p 4 8 2} {cmd:replace} permits {cmd:estout} to overwrite an existing file. {p 4 8 2} {cmd:append} specifies that the output be appended to an existing file. It may be used even if the file does not yet exist. {p 4 8 2} {cmd:type} specifies that the assembled estimates table be printed in the results window and the log file. This is the default. Use {cmd:notype} to suppress the display of the table. {p 4 8 2} {cmd:showtabs} requests that tabs be displayed as {cmd:}s in both the results window and the log file instead of in expanded form. This option does not affect how tabs are written to the text file specified by {cmd:using}. {marker def} {dlgtab:Defaults} {p 4 8 2} {cmd:style(}{it:style}{cmd:)} specifies a style for the output table. {cmdab:def:aults:(}{it:style}{cmd:)} is a synonym for {cmd:style(}{it:style}{cmd:)}. A style is a named combination of options that is saved in an auxiliary file called {cmd:estout_}{it:style}{cmd:.def}. There are five internal styles called {cmd:tab}, {cmd:fixed}, {cmd:smcl}, {cmd:tex}, and {cmd:html}. Their particulars are: settings {col 38}styles {col 26}{cmd:tab}{col 34}{cmd:fixed}{col 42}{cmd:tex}{col 50}{cmd:html} {hline 47} {cmd:begin} {col 50}{cmd:} {cmd:delimiter} {col 26}{cmd:_tab}{col 34}{cmd:" "}{col 42}{cmd:&}{col 50}{cmd:} {cmd:end} {col 42}{cmd:\\}{col 50}{cmd:} {cmd:varwidth} {col 26}{cmd:0}{col 34}{cmd:12/20}*{col 42}{cmd:12/20}*{col 50}{cmd:12/20}* {cmd:modelwidth}{col 26}{cmd:0}{col 34}{cmd:12}{col 42}{cmd:12}{col 50}{cmd:12} {cmd:abbrev} {col 26}off{col 34}on{col 42}off{col 50}off (* if {cmd:label} is on) {p 8 8 2} The {cmd:smcl} style has the same settings as the {cmd:fixed} style but includes SMCL formatting tags and horizontal lines to structure the table (the {cmd:smcl} style is suitable to display the table in Stata's results window). The {cmd:tab} style is the default. See {help estout##defaults:Default files} in the {help estout##rem:Remarks} section to make available your own style. {p 8 8 2} Explicitly specified options take precedence over settings provided by a style. For example, if you type {cmd}. estout, delimiter("") style(tab){txt} {p 8 8 2} then the column delimiter will be set to empty string since the {cmd:delimiter()} option overwrites the default from the {cmd:tab} style. Similarly, specifying {cmd:noabbrev} will turn abbreviation off if using the {cmd:fixed} style. {marker lsub} {it:{dlgtab:label_subopts}} {p 4 4 2} The following suboptions may be used within the {cmd:mgroups()}, {cmd:mlabels()}, {cmd:collabels()}, {cmd:eqlabels()}, {cmd:varlabels()}, and {cmd:stats(, labels())} options: {p 4 8 2} {cmd:none} suppresses the printing of the labels or drops the part of the table heading to which it applies. {p 4 8 2} {cmd:prefix(}{it:string}{cmd:)} specifies a common prefix to be added to each label. {p 4 8 2} {cmd:suffix(}{it:string}{cmd:)} specifies a common suffix to be added to each label. {p 4 8 2} {cmd:begin(}{it:strlist}{cmd:)} specifies a prefix to be printed at the beginning of the part of the table to which it applies. If {cmd:begin} is specified in {cmd:varlabels()} or {cmd:stats(,labels())}, the prefix will be repeated for each regressor or summary statistic. {p 4 8 2} {cmd:first} specifies that the first occurrence of the {cmd:begin()} prefix in {cmd:varlabels()} or {cmd:stats(,labels())} be printed. This is the default. Use {cmd:nofirst} to suppress the first occurrence of the prefix. In {cmd:varlabels()}, {cmd:nofirst} applies equationwise, i.e., the first {cmd:begin()} prefix in each equation is suppressed (unless {cmd:unstack} is specified). {p 4 8 2} {cmd:end(}{it:strlist}{cmd:)} specifies a suffix to be printed at the end of the part of the table to which it applies. If {cmd:end} is specified in {cmd:varlabels()} or {cmd:stats(,labels())}, the suffix will be repeated for each regressor or summary statistic. {p 4 8 2} {cmd:last} specifies that the last occurrence of the {cmd:end()} suffix in {cmd:varlabels()} or {cmd:stats(,labels())} be printed. This is the default. Use {cmd:nolast} to suppress the last occurrence of the suffix. In {cmd:varlabels()}, {cmd:nolast} applies equationwise, i.e., the last {cmd:end()} suffix in each equation is suppressed (unless {cmd:unstack} is specified). {p 4 8 2} {cmd:replace} causes the label suboption {cmd:begin()} prefix and {cmd:end()} suffix to be used instead of the global {cmd:begin()} and {cmd:end()} strings. The default is to print both. {cmd:replace} also applies to {cmd:blist()} and {cmd:elist()} if specified in {cmd:varlabels()}. {p 4 8 2} {cmd:span} causes labels to span columns, i.e., extends the labels across several columns, if appropriate. This suboption is relevant only for the {cmd:mgroups()}, {cmd:mlabels()}, {cmd:eqlabels()}, and {cmd:collabels()} options. The {cmd:@span} string returns the number of spanned columns if it is included in the label, prefix, or suffix. A LaTeX example: {p 8 8 2} {cmd:. estout} {it:...}{cmd:, mlabels(, span prefix(\multicolumn{@span}{c}{) suffix(}))} {p 4 8 2} {cmd:erepeat(}{it:string}{cmd:)} specifies a string that is repeated for each group of spanned columns at the end of the row if the {cmd:span} suboption is specified. This suboption is relevant only for the {cmd:mgroups()}, {cmd:mlabels()}, {cmd:eqlabels()}, and {cmd:collabels()} options. If the {cmd:@span} string is included in {it:string} it will be replaced by the range of columns spanned. A LaTeX example: {p 8 8 2} {cmd:. estout} {it:...}{cmd:, mlabels(, span erepeat(\cline{@span}))} {p 4 8 2} {cmd:lhs(}{it:string}{cmd:)} inserts {it:string} into the otherwise empty cell in the left stub of the row of the table heading to which it applies. This suboption is relevant only for the {cmd:mgroups()}, {cmd:mlabels()}, {cmd:eqlabels()}, and {cmd:collabels()} options. {marker exa} {title:Examples} Contents {help estout##intro:Introduction} {help estout##ex1:Publication-style table} {help estout##ex2:t statistics for selected variables only} {help estout##ex3:Summary statistics only} {help estout##ex4:Table of descriptives} {help estout##ex5:Unstack multiple equations} {help estout##ex6:Marginal effects} {p 4 4 2} Please first read the {help estout##intro:Introduction}. The other examples are more advanced and intended for users already familiar with the basic features of {cmd:estout}. More examples can be found in Jann (2005). {marker intro} {dlgtab:Introduction} {p 4 4 2} The full syntax of {cmd:estout} is rather complex and is found above. However, consider the following basic syntax, which includes only the most important options: {p 8 15 2} {cmd:estout} [ {it:namelist} ] [ {cmd:using} {it:filename} ] [ {cmd:,} {cmdab:c:ells:(}{it:array}{cmd:)} {cmdab:s:tats:(}{it:scalarlist}{cmd:)} {cmdab:sty:le:(}{it:style}{cmd:)} {it:more_options} ] {p 4 4 2} where {it:namelist} is a list of the names of stored estimation sets (the name list can be entered as {cmd:*} to refer to all stored estimates). The {cmd:cells()} and {cmd:stats()} options determine the primary contents of the table. The {cmd:style()} option determines the basic formatting of the table. {p 4 4 2}{ul:Basic usage} {p 4 4 2} The general procedure for using {cmd:estout} is to first store several models using the {cmd:estimates store} or the {helpb eststo} command and then apply {cmd:estout} to save and/or display a table of the estimates. By default, {cmd:estout} produces a plain, tab separated table of the coefficients of the models indicated by the command: {cmd}. sysuse auto {cmd}. replace price = price / 1000 {cmd}. replace weight = weight / 1000 {cmd}. regress price weight mpg {cmd}. estimates store m1, title(Model 1) {cmd}. generate forXmpg = foreign * mpg {cmd}. regress price weight mpg forXmpg foreign {cmd}. estimates store m2, title(Model 2) {cmd}. estout * using example.txt {txt}{...} {p 4 4 2} The table produced by the {cmd:estout} command looks messy in the Stata Results window or the Stata log because the columns are tab separated (tab characters are not preserved in the Results window or the log). However, the stored {cmd:example.txt} would look tidy if it were opened, for example, in a spreadsheet program. {p 4 4 2}{ul:Choosing a style} {p 4 4 2} To align the columns, fixed widths can be specified for the columns and tab characters can be removed. This is most easily done via the {cmd:style()} option, which provides a style called {cmd:fixed}: {cmd}. estout *, style(fixed) {txt}{...} {p 4 4 2} Other predefined styles are {cmd:tab} (the default), {cmd:tex}, and {cmd:html}, but one can also define one's own styles (see {help estout##defaults:Default files} in {it:{help estout##rem:Remarks}}). The {cmd:tex} style, for example, modifies the output table for use with LaTeX's tabular environment: {cmd}. estout *, style(tex) varlabels(_cons \_cons) {txt}{...} {p 4 4 2} {cmd:_cons} has been replaced by its LaTeX equivalent in the example above using the {cmd:varlabels()} option (the underscore character produces an error in LaTeX unless it is preceded by a backslash). For more information on the {cmd:varlabels()} option, see {cmd:estout}'s {help estout##lab:Labeling} options. {p 4 4 2}{ul:The cells option} {p 4 4 2} Use the {cmd:cells()} option to specify the parameter statistics to be tabulated and how they are to be arranged. The parameter statistics available are {cmd:b} (coefficients; the default), {cmd:se} (standard errors), {cmd:t} (t/z statistics), {cmd:p} (p-values), {cmd:ci} (confidence intervals; to display the lower and upper bounds in separate cells use {cmd:ci_l} and {cmd:ci_u}), as well as any additional parameter statistics included in {cmd:e()} for the models (see {cmd:estout}'s {help estout##par:Parameter Statistics} options). For example, {cmd:cells(b se)} results in the reporting of raw coefficients and standard errors: {cmd}. estout *, cells(b se) style(fixed) {txt}{...} {p 4 4 2} Multiple statistics are placed in separate rows beneath one another by default as in the example above. However, elements that are listed in quotes are placed beside one another. For example, specifying {cmd:cells("b se t p")} produces the following table: {cmd}. estout m2, cells("b se t p") style(fixed) {txt}{...} {p 4 4 2} The two approaches can be combined. For example, {cmd:cells("b p" se)} would produce a table with raw coefficients and standard errors beneath one another in the first column and p-values in the top row of the second column for each model. {p 4 4 2} For each statistic named in the {cmd:cells()} option a set of suboptions may be specified in parentheses. For example, in social sciences it is common to report standard errors or t statistics in parentheses beneath the coefficients and to indicate the significance of individual coefficients with asterisks. Furthermore, the results are rounded. Just such a table can be created using the following procedure: {cmd}. estout *, cells(b(star fmt(3)) t(par fmt(2))) style(fixed) {txt}{...} {p 4 4 2} The {cmd:estout} default is to display {cmd:*} for p<.05, {cmd:**} for p<.01, and {cmd:***} for p<.001. However, the significance thresholds and symbols are fully customizable (see {cmd:estout}'s {help estout##sig:Significance asterisks} options). {p 4 4 2}{ul:The stats option} {p 4 4 2} Finally, use the {cmd:stats()} option to specify scalar statistics to be displayed in the last rows of each model's table. The available scalar statistics are {cmd:aic} (Akaike's information criterion), {cmd:bic} (Schwarz's Bayesian information criterion), {cmd:rank} (the rank of {cmd:e(V)}, i.e., the number of free parameters in model), {cmd:p} (the p-value of the model), as well as any scalar contained in {cmd:e()} for the models (see {cmd:estout}'s {help estout##sum:Summary statistics} options). For example, specify {cmd:stats(r2 bic N)} to add the R-squared, BIC, and the number of cases to the bottom of the table: {cmd}. estout *, stats(r2 bic N) style(fixed) {txt}{...} {marker ex1} {dlgtab:Publication-style table} {cmd}. label variable foreign "Foreign car type" {cmd}. label variable forXmpg "Foreign*Mileage" {phang2}{cmd}. estout *, cells(b(star fmt(%9.3f)) se(par)) stats(r2_a N, fmt(%9.3f %9.0g) labels(R-squared)) legend label collabels(, none) varlabels(_cons Constant) posthead("") prefoot("") postfoot("") varwidth(16) modelwidth(12) delimiter("") {txt}{...} {marker ex2} {dlgtab:t statistics for selected variables only} {phang2}{cmd}. estout *, cells(b(star) t(par keep(mpg))) style(fixed) {txt}{...} {marker ex3} {dlgtab:Summary statistics only} {phang2}{cmd}. estout *, cells(none) stats(r2_a bic N, star) style(fixed) {txt}{...} {marker ex4} {dlgtab:Table of descriptives} {cmd}. quietly generate x = uniform() {cmd}. quietly regress x price weight mpg foreign {cmd}. estadd mean {cmd}. estadd sd, nobinary {cmd}. estimates store m3 {phang2}{cmd}. estout m3, cells("mean sd") stats(N) mlabels(,none) drop(_cons) style(fixed) {txt}{...} {marker ex5} {dlgtab:Unstack multiple equations} {phang2}{cmd}. sureg (price foreign weight length) (mpg displ = foreign weight) {p_end} {cmd}. estimates store m4 {phang2}{cmd}. estout m4, cells(b t(par)) unstack stats(r2 chi2 p) style(fixed) {txt}{...} {marker ex6} {dlgtab:Marginal effects} {cmd}. generate record = 0 {cmd}. replace record = 1 if rep > 3 {cmd}. logit foreign mpg record {cmd}. estimates store raw {cmd}. mfx {cmd}. estimates store mfx {phang2}{cmd}. estout raw mfx, cells("b Xmfx_X(pattern(0 1))" se(par)) margin legend style(fixed) {txt}{...} {marker rem} {title:Remarks} Contents {help estout##fmt:Numerical formats} {help estout##spchar:Special characters} {help estout##atvar:Using @ variables} {help estout##defaults:Default files} {marker fmt} {dlgtab:Numerical formats} {p 4 4 2} Numerical display formats may be specified in {cmd:estout} as follows: {p 5 8 2} 1. Official Stata's display formats: You may specify formats, such as {cmd:%9.0g} or {cmd:%8.2f}. See {helpb format} for a list of available formats. {p 5 8 2} 2. Fixed format: You may specify an integer value such as {cmd:0}, {cmd:1}, {cmd:2}, etc. to request a display format with a fixed number of decimal places. For example, {cmd:cells(t(fmt(3)))} would display t statistics with three decimal places. {p 5 8 2} 3. Automatic format: You may specify {cmd:a1}, {cmd:a2}, ..., or {cmd:a9} to cause {cmd:esttab} to choose a reasonable display format for each number depending on the number's value. The {it:#} in {cmd:a}{it:#} determines the minimum precision according to the following rules: {p 10 12 2} o Absolute numbers smaller than 1 are displayed with {it:#} significant decimal places (i.e., with {it:#} decimal places ignoring any leading zeros after the decimal point). For example, {cmd:0.00123456} is displayed as {cmd:0.00123} if the format is {cmd:a3}. {p 10 12 2} o Absolute numbers greater than 1 are displayed with as many digits required to retain at least one decimal place and are displayed with a minimum of ({it:#} + 1) digits. For example, if the format is {cmd:a3}, {cmd:1.23456} is displayed as {cmd:1.235}, {cmd:12.3456} is displayed as {cmd:12.35}, and {cmd:1234.56} is displayed as {cmd:1234.6}. {p 10 12 2} o In any case, integers are displayed with zero decimal places, and large or small absolute numbers are displayed in exponential format. {marker spchar} {dlgtab:Special characters} {p 4 4 2} The {cmd:\} and {cmd:$} characters and quotation marks have special meanings in Stata. You should therefore consider the following instructions if you, for example, intend to specify awkward delimiters or specify special characters in labels: {p 6 8 2}- Strings containing unmatched quotes should be enclosed in compound double quotes (thus, {cmd:delimiter(`"""')} results in columns delimited by {cmd:"}, whereas {cmd:delimiter(")} produces an error). {p 6 8 2}- The backslash character is used to delay macro expansion in Stata. Specifying {cmd:\\} just results in the printing of {cmd:\}. To get a double backslash (the {cmd:\newline} command in TeX), type {cmd:\\\}. {p 6 8 2}- The dollar sign is used for global macro expansion in Stata. Thus, {cmd:$x} would display the contents of global macro {cmd:x} (or nothing, if the macro is empty). Therefore, use {cmd:\$} to produce {cmd:$} in the output. {p 4 4 2} Stata's {cmd:char()} function may also be used to specify odd characters (see {help strfun}). In particular, {cmd:"`=char(9)'"} results in a tab character and {cmd:"`=char(13)'"} results in a carriage return. For example, {bind:{cmd:delimiter(" `=char(9)' ")}} specifies that a tab character with a leading and a trailing blank be used as delimiter. {p 4 4 2} {it:Tip:} It is sometimes useful to set the format of all cells in a spreadsheet to "Text" before pasting the estimates table. This prevents the spreadsheet program from trying to interpret the cells and ensures that the contents of the table remain unchanged. {marker atvar} {dlgtab:Using @ variables} {p 4 4 2} {cmd:estout} features several variables that can be used within string specifications. The following list provides an overview of these variables. {p 5 8 2}o{space 2}In {cmd:prehead()}, {cmd:posthead()}, {cmd:prefoot()}, and {cmd:postfoot()}, in the {cmd:begin()} and {cmd:end()} label suboptions, and in the {cmd:blist()} and {cmd:elist()} suboptions in {cmd:varlabels()}: {p 12 16 2}{cmd:@span} to return the value of a count variable for the total number of physical columns of the table. {p 12 16 2}{cmd:@M} to return the number of models in the table. {p 12 16 2}{cmd:@E} to return the total number columns containing separate equations. {p 12 16 2}{cmd:@width} to return the total width of the table (number of characters). {p 12 16 2}{cmd:@hline} to return a horizontal line (series of dashes, by default; see the {cmd:hlinechar()} option). {p 5 8 2}o{space 2}In {cmd:prehead()}, {cmd:posthead()}, {cmd:prefoot()}, and {cmd:postfoot()}: {p 12 16 2}{cmd:@title} to return the title specified with the {cmd:title()} option. {p 12 16 2}{cmd:@discrete} to return the explanations provided by the {cmd:discrete()} option (provided that the {cmd:margin} option is activated). {p 12 16 2}{cmd:@starlegend} to return a legend explaining the significance symbols. {p 5 8 2}o{space 2}In the {cmd:prefix()} and {cmd:suffix()} suboptions of {cmd:mgroups()}, {cmd:mlabels()}, {cmd:eqlabels()}, and {cmd:collabels()}, and in the labels specified in these options: {p 12 16 2}{cmd:@span} to return the number of spanned columns. {p 5 8 2}o{space 2}In the {cmd:erepeat()} suboption of {cmd:mgroups()}, {cmd:mlabels()}, {cmd:eqlabels()}, and {cmd:collabels()}: {p 12 16 2}{cmd:@span} to return the range of spanned columns (e.g., {cmd:2-4} if columns 2, 3 and 4 are spanned). {marker defaults} {dlgtab:Default files} {p 4 4 2}{ul:Creating new default files:} {p 4 4 2} To make available one's own set of default options, proceed as follows: {p 8 11 2} 1. Download {cmd:estout_mystyle.def} from the SSC archive (click {stata "copy http://fmwww.bc.edu/repec/bocode/e/estout_mystyle.def estout_mystyle.def, text":here} to copy the file from SSC and store it in the working directory). {p 8 11 2} 2. Open {cmd:estout_mystyle.def} in a text editor and make the desired modifications (click {stata "doedit estout_mystyle.def":here} to open {cmd:estout_mystyle.def} in Stata's Do-File Editor). {p 8 11 2} 3. Save the file in the current directory or elsewhere in the ado-file path as {cmd:estout_}{it:newstyle}{cmd:.def} (see {helpb sysdir}). {p 4 4 2}To use the new options set in {cmd:estout}, then type: {cmd:. estout} {it:...} {cmd:, style(}{it:newstyle}{cmd:)} {p 4 4 2}{ul:Default file syntax:} {p 4 4 2} {cmd:estout} has two main types of options, which are treated differently in default files. On the one hand, there are simple on/off options without arguments, like {cmd:legend} or {cmd:showtabs}. To turn such an option on, enter the option followed by the options name as an argument; i.e., add the line {it:option} {it:option} {p 4 4 2} to the default file. For example, {cmd:legend legend} {p 4 4 2} specifies that a legend be printed in the table footer. Otherwise, if you want to turn the option off, just delete or comment out the line that contains it (or specify {it:option} without an argument). {p 4 4 2} To temporarily turn off an option that has been activated in a default file, specify {cmd:no}{it:option} in the command line (do not, however, use {cmd:no}{it:option} in default files). For example, if the legend has been turned on in the default file, but you want to suppress it in a specific call of {cmd:estout}, type {cmd:. estout} {it:...}{cmd:, nolegend} {p 4 4 2} On the other hand, there are options that take arguments, such as {cmd:prehead(}{it:args}{cmd:)}, {cmd:delimiter(}{it:args}{cmd:)}, or {cmd:stats(}{it:args}{cmd:,} {it:...}{cmd:)}. Such options are specified as {it:option} {it:args} {p 4 4 2} in the default file (where {it:args} must not include suboptions; see below). Specifying an option in the command line overwrites the settings from the default file. However, a {cmd:no} form, which exists for the first option type, is not available here. {p 4 4 2} Finally, there are two options that reflect a combination of the first and second types: {cmd:eform}[{cmd:(}{it:args}{cmd:)}] and {cmd:margin}[{cmd:(}{it:args}{cmd:)}]. These options can be specified as either {it:option} {it:option} {p 4 4 2} or {it:option} {it:args} {p 4 4 2} in the default file; the {cmd:no} form is allowed. {p 4 4 2} Many {cmd:estout} options have suboptions; i.e., an option might take the form {it:option}{cmd:(}{it:...}{cmd:,} {it:suboption}{cmd:)} or {it:option}{cmd:(}{it:...}{cmd:,} {it:suboption}{cmd:(}{it:args}{cmd:))}. In the default file, the suboptions cannot be included in the definition of a higher-level option. Instead, they must be specified in their own lines, as either {it:optionsuboption} {it:suboption} {p 4 4 2} or {it:optionsuboption} {it:args} {p 4 4 2} For a two-level nesting of options, the name used to refer to the suboption is a concatenation of the option's name and the suboption's name, i.e., {cmd:"}{it:optionsuboption}{cmd:"="}{it:option}{cmd:"+"}{it:suboption}{cmd:"}. For example, the {cmd:labels()} suboption of the {cmd:stats()} option would be set by the term {cmd:statslabels}. Analogously, the three-level nesting in the {cmd:stats()} option yields suboption names composed of three names. For instance, the suboption called by the command {cmd:. estout} {it:...}{cmd:, stats(}{it:...}{cmd:, labels(}{it:...}{cmd:, prefix(}{it:args}{cmd:)))} {p 4 4 2} would be referred to as {cmd:statslabelsprefix} {it:args} {p 4 4 2} in the default file. The {cmd:cells()} option represents an exception to this rule. It may be defined in the default file using only a plain array of cells elements without suboptions, e.g., {cmd:cells "b se" p} {p 4 4 2} However, the suboptions of the cells elements may be referred to as {it:el_suboption}, for example {cmd:b_star star} {p 4 4 2} or {cmd:se_par [ ]} {p 4 4 2}{ul:Comments in default files:} {p 4 4 2} The support for comments in default files is limited. In particular, the {cmd:/*} and {cmd:*/} comment indicators cannot be used. The other comment indicators work (more or less) as usual, that is: {p 5 8 2} o{space 2}Empty lines and lines beginning with {cmd:*} (with or without preceding blanks) will be ignored. {p 5 8 2} o{space 2}{cmd://} preceded by one or more blanks indicates that the rest of the line should be ignored. Lines beginning with {cmd://} (with or without preceding blanks) will be ignored. {p 5 8 2} o{space 2}{cmd:///} preceded by one or more blanks indicates that the rest of the line should be ignored and the part of the line preceding it should be added to the next line. {cmd:///} can be used to split commands into two or more lines of code. {marker ref} {title:References} {p 4 8 2}Cong, R. 2000. sg144: Marginal effects of the tobit model. {it:Stata Technical Bulletin} 56: 27-34. {p 4 8 2}Jann, B. 2005. Making regression tables from stored estimates. {it:Stata Journal} 5: 288-308. {p 4 8 2}Newson, R. 2003. Confidence intervals and p-values for delivery to the end user. {it:Stata Journal} 3: 245-269. {marker ack} {title:Acknowledgements} {p 4 4 2}I thank many people for their comments and suggestions. Among them are Joao Pedro Azevedo, Christopher F. Baum, Elisabeth Coutts, Henriette Engelhardt, Jonathan Gardnerand, Simone Hirschvogl, Daniel Hoechle, Friedrich Huebler, Maren Kandulla, J. Scott Long, David Newhouse, Clive Nicholas, Fredrik Wallenberg, Ian Watson, and Vince Wiggins. {marker aut} {title:Author} Ben Jann, ETH Zurich, jann@soz.gess.ethz.ch {marker als} {title:Also see} Manual: {hi:[R] estimates} SJ: SJ5-3 st0085 (Jann 2005) {p 4 13 2}Online: {helpb estimates}, {help estcom}, {helpb est_table:estimates table}, {helpb ereturn}, {helpb format}, {helpb file}, {helpb mfx}, {helpb eststo}, {helpb esttab}, {helpb estadd} {p_end}