{smcl} {* *! version 1.1.0 7Mars2013}{...} {cmd:help mhl}{right: ({browse "http://www.stata-journal.com/article.html?article=st0001":SJ15-1: st0001})} {hline} {title:Title} {p2colset 5 12 14 2}{...} {p2col :{cmd:mhl} {hline 2}}Hodges and Lehman (1963) robust measure of location{p_end} {p2colreset}{...} {title:Syntax} {p 8 11 2} {cmd:mhl} {varname} {ifin} {title:Description} {pstd} {cmd:mhl} estimates the Hodges-Lehman (HL) (1963) measure of location. HL is a robust measure of location based on the pairwise comparison of data points. HL consistently estimates the mean in the case of Gaussian data. In comparison with the median -- the classical robust measure of location -- HL is less resistant to outliers but more efficient (for Gaussian data). {pstd} When estimating location parameters, please see {manhelp summarize R} for classical estimators. {title:Example} {pstd}Setup{p_end} {phang2}{bf:. {stata "webuse auto"}}{p_end} {pstd}Estimating location parameter HL{p_end} {phang2}{bf:. {stata "mhl price"}}{p_end} {title:Stored results} {pstd} {cmd:mhl} stores the following in {cmd:e()}: {synoptset 15 tabbed}{...} {p2col 5 15 19 2: Scalars}{p_end} {synopt:{cmd:e(hl)}}HL location statistic{p_end} {p2col 5 15 19 2: Functions}{p_end} {synopt:{cmd:e(sample)}}marks estimation sample{p_end} {title:Reference} {phang} Hodges, J. L., Jr., and E. L. Lehmann. 1963. Estimates of location based on ranks tests. {it:Annals of Mathematical Statistics} 34: 598-611. {title:Authors} {pstd}Wouter Gelade{p_end} {pstd}University of Namur{p_end} {pstd}CRED{p_end} {pstd}Namur, Belgium{p_end} {pstd}wouter.gelade@unamur.be{p_end} {pstd}Vincenzo Verardi{p_end} {pstd}University of Namur{p_end} {pstd}CRED{p_end} {pstd}Namur, Belgium{p_end} {pstd}and Universit{c e'} libre de Bruxelles{p_end} {pstd}ECARES and iCite{p_end} {pstd}Brussels, Belgium{p_end} {pstd}vincenzo.verardi@unamur.be {pstd}Catherine Vermandele{p_end} {pstd}Universit{c e'} libre de Bruxelles{p_end} {pstd}LMTD{p_end} {pstd}Brussels, Belgium{p_end} {pstd}catherine.vermandele@ulb.ac.be {title:Also see} {p 4 14 2}Article: {it:Stata Journal}, volume 15, number 1: {browse "http://www.stata-journal.com/article.html?article=st0001":st0001} {p 5 14 2}Manual: {manlink R summarize}{p_end}