Hi when doing 2SLS which of the F-Statistics we need to report as the first stage F- Statistics please
Do we have to report the Weak identification test (Cragg-Donald Wald F statistic): 346.958 as the first stage F-statistics Please
IV (2SLS) estimation -------------------- Estimates efficient for homoskedasticity only Statistics consistent for homoskedasticity only Number of obs = 98850 F( 6, 98843) = 96.55 Prob > F = 0.0000 Total (centered) SS = 24301.23671 Centered R2 = 0.0187 Total (uncentered) SS = 55801 Uncentered R2 = 0.5727 Residual SS = 23845.76757 Root MSE = .4912 ------------------------------------------------------------------------------ workedin~oth | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- morekids | -.0786855 .054109 -1.45 0.146 -.1847371 .0273661 boy1st | -.0018289 .0031312 -0.58 0.559 -.0079659 .004308 boy2nd | -.0021689 .003148 -0.69 0.491 -.0083389 .0040011 black_mother | .1178189 .008176 14.41 0.000 .1017942 .1338437 hisp_moth | -.0564035 .0128248 -4.40 0.000 -.0815397 -.0312673 othrace_moth | .0254631 .0095298 2.67 0.008 .0067851 .0441412 _cons | .5851267 .0211622 27.65 0.000 .5436496 .6266038 ------------------------------------------------------------------------------ Underidentification test (Anderson canon. corr. LM statistic): 345.769 Chi-sq(1) P-val = 0.0000 ------------------------------------------------------------------------------ Weak identification test (Cragg-Donald Wald F statistic): 346.958 Stock-Yogo weak ID test critical values: 10% maximal IV size 16.38 15% maximal IV size 8.96 20% maximal IV size 6.66 25% maximal IV size 5.53 Source: Stock-Yogo (2005). Reproduced by permission. ------------------------------------------------------------------------------ Sargan statistic (overidentification test of all instruments): 0.000 (equation exactly identified) ------------------------------------------------------------------------------ Instrumented: morekids Included instruments: boy1st boy2nd black_mother hisp_moth othrace_moth Excluded instruments: samesex ------------------------------------------------------------------------------
Do we have to report the Weak identification test (Cragg-Donald Wald F statistic): 346.958 as the first stage F-statistics Please
IV (2SLS) estimation -------------------- Estimates efficient for homoskedasticity only Statistics consistent for homoskedasticity only Number of obs = 98850 F( 6, 98843) = 96.55 Prob > F = 0.0000 Total (centered) SS = 24301.23671 Centered R2 = 0.0187 Total (uncentered) SS = 55801 Uncentered R2 = 0.5727 Residual SS = 23845.76757 Root MSE = .4912 ------------------------------------------------------------------------------ workedin~oth | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- morekids | -.0786855 .054109 -1.45 0.146 -.1847371 .0273661 boy1st | -.0018289 .0031312 -0.58 0.559 -.0079659 .004308 boy2nd | -.0021689 .003148 -0.69 0.491 -.0083389 .0040011 black_mother | .1178189 .008176 14.41 0.000 .1017942 .1338437 hisp_moth | -.0564035 .0128248 -4.40 0.000 -.0815397 -.0312673 othrace_moth | .0254631 .0095298 2.67 0.008 .0067851 .0441412 _cons | .5851267 .0211622 27.65 0.000 .5436496 .6266038 ------------------------------------------------------------------------------ Underidentification test (Anderson canon. corr. LM statistic): 345.769 Chi-sq(1) P-val = 0.0000 ------------------------------------------------------------------------------ Weak identification test (Cragg-Donald Wald F statistic): 346.958 Stock-Yogo weak ID test critical values: 10% maximal IV size 16.38 15% maximal IV size 8.96 20% maximal IV size 6.66 25% maximal IV size 5.53 Source: Stock-Yogo (2005). Reproduced by permission. ------------------------------------------------------------------------------ Sargan statistic (overidentification test of all instruments): 0.000 (equation exactly identified) ------------------------------------------------------------------------------ Instrumented: morekids Included instruments: boy1st boy2nd black_mother hisp_moth othrace_moth Excluded instruments: samesex ------------------------------------------------------------------------------
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