{smcl} {hline} {cmd:help: {helpb theilr2}}{space 55} {cmd:dialog:} {bf:{dialog theilr2}} {hline} {bf:{err:{dlgtab:Title}}} {bf: theilr2: Theil R2 Multicollinearity Effect"} {marker 00}{bf:{err:{dlgtab:Table of Contents}}} {p 4 8 2} {p 5}{helpb theilr2##01:Syntax}{p_end} {p 5}{helpb theilr2##02:Options}{p_end} {p 5}{helpb theilr2##03:Description}{p_end} {p 5}{helpb theilr2##04:Saved Results}{p_end} {p 5}{helpb theilr2##05:References}{p_end} {p 1}*** {helpb theilr2##06:Examples}{p_end} {p 5}{helpb theilr2##07:Author}{p_end} {marker 01}{bf:{err:{dlgtab:Syntax}}} {p 4 8 6} {opt theilr2} {depvar} {indepvars} {ifin} {weight} , {err: [} {opt noconst:ant} {err:]}{p_end} {marker 02}{bf:{err:{dlgtab:Options}}} {p 2 6 2} {synoptset 6 tabbed}{...} {synopthdr} {synoptline} {synopt :{opt nocons:tant}}suppress constant term{p_end} {marker 03}{bf:{err:{dlgtab:Description}}} {p 2 4 2}{cmd:theilr2} computes Theil R2 Multicollinearity Effect, and Determinant of |X'X|{p_end} {p 2 4 2} more details in: [Theil(1971, p.179)], [Judge, et al(1988, p.870-872)]{p_end} {marker 04}{bf:{err:{dlgtab:Saved Results}}} {pstd} {cmd:theilr2} saves the following in {cmd:e()}: {col 4}{cmd:e(r2t)}{col 20}Theil R2 Multicollinearity Effect {col 4}{cmd:e(dcor)}{col 20}Determinant of |X'X| {marker 05}{bf:{err:{dlgtab:References}}} {p 4 8 2}Judge, Georege, R. Carter Hill, William . E. Griffiths, Helmut Lutkepohl, & Tsoung-Chao Lee (1988) {cmd: "Introduction To The Theory And Practice Of Econometrics",} {it:2nd ed., John Wiley & Sons, Inc., New York, USA}; 870-872. {p 4 8 2}Theil, Henri (1971) {cmd: "Principles of Econometrics",} {it:John Wiley & Sons, Inc., New York, USA}. {marker 06}{bf:{err:{dlgtab:Examples}}} {p 2 4 2}(1) Example of Theil R2 Multicollinearity Effect in: [Judge, et al(1988, p.872)], for Klein-Goldberger data.{p_end} {stata clear all} {stata sysuse theilr2.dta, clear} {stata theilr2 y x1 x2 x3} . theilr2 y x1 x2 x3 ----------------------------------------------------------------- * Theil R2 Multicollinearity Effect R2 = 0 No Multicollinearity - R2 = 1 Multicollinearity - Theil R2: (0 < 0.8412 < 1) ----------------------------------------------------------------- * Determinant of |X'X|: |X'X| = 1 No Multicollinearity - |X'X| = 0 Multicollinearity Determinant of |X'X|: (0 < 0.0779 < 1) ----------------------------------------------------------------- {marker 07}{bf:{err:{dlgtab:Author}}} {hi:Emad Abd Elmessih Shehata} {hi:Assistant Professor} {hi:Agricultural Research Center - Agricultural Economics Research Institute - Egypt} {hi:Email: {browse "mailto:emadstat@hotmail.com":emadstat@hotmail.com}} {hi:WebPage:{col 27}{browse "http://emadstat.110mb.com/stata.htm"}} {hi:WebPage at IDEAS:{col 27}{browse "http://ideas.repec.org/f/psh494.html"}} {hi:WebPage at EconPapers:{col 27}{browse "http://econpapers.repec.org/RAS/psh494.htm"}} {bf:{err:{dlgtab:theilr2 Citation}}} {phang}Shehata, Emad Abd Elmessih (2012){p_end} {phang}{cmd:THEILR2: "Stata Module to Compute Theil R2 Multicollinearity Effect"}{p_end} {title:Also see} {p 4 12 2}Online: {helpb theilr2}, {helpb ridgereg}, (if installed).{p_end} {psee} {p_end}