Table 11. Summary of diagnostics checking for FIES Data, 2009 Without Outliers Ori gin al dat a Rainfall Seasonality Volatility Temperature 72 66 60 74 78 78 78 78 10768 10251 9448 10953 11690 11,043 11671 11011 Number of Provinces 1st stage 80 2nd stage 80 Number of Observations 1st stage 12675 2nd stage 12675 Normality Swilk 1st stage 2nd stage Sktest 1st stage 2nd stage Sfranci a 1st stage 2nd stage z Prob>z z Prob>z z Prob>z z Prob>z 14.62 0 14.66 0 14.63 0 14.55 0 9.379 8.643 chi2(2) 0 Prob>c hi2 8.755 chi2(2) 0 Prob>c hi2 9.486 chi2(2) 0 Prob>c hi2 chi2(2) 0 Prob>c hi2 1593 0 1601 0 1571 0 1537 0 232.9 0 173.7 0 243 0 181.6 0 z Prob>z z Prob>z z Prob>z z Prob>z 0.824 0.205 0.824 0.205 0.824 0.205 0.823 0.205 0.68 0.248 0.628 0.265 0.686 0.246 0.637 0.262 IVVIF 2nd stage Variabl e VIF IVHETTEST Initial Model Pagan-Hall TS Chisq(30)=268.7 p-value 0 Pagan-Hall TS Chisq(34)=244.1 Test Statistic p-value Test Statistic 0 Pagan-Hall TS Chisq(34)=175.3 p-value Test Statistic p-value 0 Pagan-Hall TS Chisq(27)=159.6 p-value Test Statistic p-value p-value 0 NORMALITY Underidentification Anders on CraggDonald Weak Instrument CraggDonald Wald Anders onRubin Wald Anders on- Chisq(10)=513.14 Chisq(10)=534.82 0 0 53.36 F(10,12631)=4 4.90 Chisq(10)=450.10 Chisq(14)=502.48 Chisq(14)=523.25 0 0 37.27 0 0 F(14,12627)=3 1.78 Chisq(14)=446.18 Chisq(14)=457.18 Chisq(14)=474.31 0 0 33.79 0 0 F(14,12627)=3 2.99 Chisq(14)=463.17 Chisq(7)=437.37 Chisq(7)=453.02 p-value 0 0 64.58 0 0 F(7,12634)=5 4.14 Chisq(7)=379.77 0 0 CBMS-FAO | 85