{smcl} {* 02jun2003}{...} {hline} help for {hi:xtserial}{right:(SJ3-2: st0039)} {hline} {title:Wooldridge test for serial correlation in panel-data models} {p 8 16 2}{cmd:xtserial} {it:depvar} [{it:varlist}] {bind:[{cmd:if} {it:exp}]} {bind:[{cmd:in} {it:range}]} [{cmd:,} {cmdab:o:utput}] {p 4 4 2} You must {cmd:tsset} your data before using {cmd:xtserial}; see help {help tsset}. {title:Description} {p 4 4 2} {cmd:xtserial} implements a test for serial correlation in the idiosyncratic errors of a linear panel-data model discussed by Wooldridge (2002). Drukker (2003) presents simulation evidence that this test has good size and power properties in reasonable sample sizes. {p 4 4 2} Under the null of no serial the residuals from the regression of the first-differenced variables should have an autocorrelation of -.5. This implies that the coefficient on the lagged residuals in a regression of the lagged residuals on the current residuals should be -.5. {cmd:xtserial} performs a Wald test of this hypothesis. See Drukker (2003) and Wooldridge (2002) for further details. {title:Options} {p 4 8 2}{cmd:output} specifies that the output from the first-differenced regression should be displayed. By default, the first-differenced regression output is not displayed. {title:Examples} {p 4 8 2}{cmd:. xtserial ln_wage age* ttl_exp tenure* south, output} {title:References} {p 4 8 2}Drukker, D. M. 2003. Testing for serial correlation in linear panel-data models. {it:Stata Journal} (3)2: 168-177. {p 4 8 2}Wooldridge, J. M. 2002. {it:Econometric Analysis of Cross Section and Panel Data}. Cambridge, MA: MIT Press.