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help: theilr2                                                        dialog: th
> eilr2
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+-------+ ----+ Title +------------------------------------------------------------

theilr2: Theil R2 Multicollinearity Effect"

+-------------------+ ----+ Table of Contents +------------------------------------------------

Syntax Options Description Saved Results References

*** Examples

Author

+--------+ ----+ Syntax +-----------------------------------------------------------

theilr2 depvar indepvars [if] [in] [weight] , [ noconstant ]

+---------+ ----+ Options +----------------------------------------------------------

options Description -------------------------------------------------------------------------

noconstant suppress constant term

+-------------+ ----+ Description +------------------------------------------------------

theilr2 computes Theil R2 Multicollinearity Effect, and Determinant of |X'X| more details in: [Theil(1971, p.179)], [Judge, et al(1988, p.870-872)]

+---------------+ ----+ Saved Results +----------------------------------------------------

theilr2 saves the following in e():

e(r2t) Theil R2 Multicollinearity Effect e(dcor) Determinant of |X'X|

+------------+ ----+ References +-------------------------------------------------------

Judge, Georege, R. Carter Hill, William . E. Griffiths, Helmut Lutkepohl, & Tsoung-Chao Lee (1988) "Introduction To The Theory And Practice Of Econometrics", 2nd ed., John Wiley & Sons, Inc., New York, USA; 870-872.

Theil, Henri (1971) "Principles of Econometrics", John Wiley & Sons, Inc., New York, USA.

+----------+ ----+ Examples +---------------------------------------------------------

(1) Example of Theil R2 Multicollinearity Effect in: [Judge, et al(1988, p.872)], for Klein-Goldberger data.

clear all

sysuse theilr2.dta, clear

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) -----------------------------------------------------------------

+--------+ ----+ Author +-----------------------------------------------------------

Emad Abd Elmessih Shehata Assistant Professor Agricultural Research Center - Agricultural Economics Research Institute - Eg > ypt Email: emadstat@hotmail.com WebPage: http://emadstat.110mb.com/stata.htm WebPage at IDEAS: http://ideas.repec.org/f/psh494.html WebPage at EconPapers: http://econpapers.repec.org/RAS/psh494.htm

+------------------+ ----+ theilr2 Citation +-------------------------------------------------

Shehata, Emad Abd Elmessih (2012) THEILR2: "Stata Module to Compute Theil R2 Multicollinearity Effect"

Also see

Online: theilr2, ridgereg, (if installed).