Dear All,
widstat for Sanderson-Windmeijer multivariate F test of excluded instruments:
idstat Kleibergen-Paap rk LM statistic
idp Kleibergen-Paap rk LM statistic p value
p value suggest the acceptance of null hypothesis that the equation is underidentified.
Many thanks in advance,
F test of excluded instruments:
F( 1, 80) = 81.84
Prob > F = 0.0000
Sanderson-Windmeijer multivariate F test of excluded instruments:
F( 1, 80) = 81.84
Prob > F = 0.0000
Summary results for first-stage regressions
-------------------------------------------
(Underid) (Weak id)
Variable | F( 1, 80) P-val | SW Chi-sq( 1) P-val | SW F( 1, 80)
im_den_city | 81.84 0.0000 | 82.87 0.0000 | 81.84
NB: first-stage test statistics cluster-robust
Stock-Yogo weak ID F test critical values for single endogenous regressor:
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.
NB: Critical values are for i.i.d. errors only.
Underidentification test
Ho: matrix of reduced form coefficients has rank=K1-1 (underidentified)
Ha: matrix has rank=K1 (identified)
Kleibergen-Paap rk LM statistic Chi-sq(1)=2.38 P-val=0.1230
Weak identification test
Ho: equation is weakly identified
Cragg-Donald Wald F statistic 1.2e+05
Kleibergen-Paap Wald rk F statistic 81.84
Stock-Yogo weak ID test critical values for K1=1 and L1=1:
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.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.
Weak-instrument-robust inference
Tests of joint significance of endogenous regressors B1 in main equation
Ho: B1=0 and orthogonality conditions are valid
Anderson-Rubin Wald test F(1,80)= 4.92 P-val=0.0294
Anderson-Rubin Wald test Chi-sq(1)= 4.98 P-val=0.0256
Stock-Wright LM S statistic Chi-sq(1)= 6.34 P-val=0.0118
NB: Underidentification, weak identification and weak-identification-robust
test statistics cluster-robust
Number of clusters N_clust = 81
Number of observations N = 83037
Number of regressors K = 10
Number of endogenous regressors K1 = 1
Number of instruments L = 10
Number of excluded instruments L1 = 1
IV (2SLS) estimation
--------------------
- Which abbreviation I have to use in outreg command above to insert Sanderson-Windmeijer (SW) chi-squared statistics into my excel table?
widstat for Sanderson-Windmeijer multivariate F test of excluded instruments:
idstat Kleibergen-Paap rk LM statistic
idp Kleibergen-Paap rk LM statistic p value
- How to interpret if Kleibergen-Paap rk LM statistic and SW chisquare shows different outcomes as below. SW chisquare stat reject the null which is the particular
p value suggest the acceptance of null hypothesis that the equation is underidentified.
Many thanks in advance,
F test of excluded instruments:
F( 1, 80) = 81.84
Prob > F = 0.0000
Sanderson-Windmeijer multivariate F test of excluded instruments:
F( 1, 80) = 81.84
Prob > F = 0.0000
Summary results for first-stage regressions
-------------------------------------------
(Underid) (Weak id)
Variable | F( 1, 80) P-val | SW Chi-sq( 1) P-val | SW F( 1, 80)
im_den_city | 81.84 0.0000 | 82.87 0.0000 | 81.84
NB: first-stage test statistics cluster-robust
Stock-Yogo weak ID F test critical values for single endogenous regressor:
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.
NB: Critical values are for i.i.d. errors only.
Underidentification test
Ho: matrix of reduced form coefficients has rank=K1-1 (underidentified)
Ha: matrix has rank=K1 (identified)
Kleibergen-Paap rk LM statistic Chi-sq(1)=2.38 P-val=0.1230
Weak identification test
Ho: equation is weakly identified
Cragg-Donald Wald F statistic 1.2e+05
Kleibergen-Paap Wald rk F statistic 81.84
Stock-Yogo weak ID test critical values for K1=1 and L1=1:
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.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.
Weak-instrument-robust inference
Tests of joint significance of endogenous regressors B1 in main equation
Ho: B1=0 and orthogonality conditions are valid
Anderson-Rubin Wald test F(1,80)= 4.92 P-val=0.0294
Anderson-Rubin Wald test Chi-sq(1)= 4.98 P-val=0.0256
Stock-Wright LM S statistic Chi-sq(1)= 6.34 P-val=0.0118
NB: Underidentification, weak identification and weak-identification-robust
test statistics cluster-robust
Number of clusters N_clust = 81
Number of observations N = 83037
Number of regressors K = 10
Number of endogenous regressors K1 = 1
Number of instruments L = 10
Number of excluded instruments L1 = 1
IV (2SLS) estimation
--------------------
Comment