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Results obtained from propensity score matching (PSM), ordinary least squares (OLS), weighted least squares regression (WLS) based on PSM, and instrumental variables (IV) regression indicate that POSAF-II has had a positive impact on the total value of agricultural production of beneficiary farmers.
Weighted least square models may be used to incorporate survey weights (or the weight from propensity score weighting).
Therefore, we also provide estimates obtained from Propensity Score Matching (PSM) that limits inference to samples where we can find overlap in the distribution of covariates across the treatment and does not rely on any assumptions about the functional form.
Table 5 Estimates from propensity score matching Matching scheme Effect of "no registration book" Effect of "migration since 2008" Treated (migrant) (Y 1) Controls (non-migrant) (Y 0) Difference (Y 1 − Y 0) Treated (migrant) (Y 1) Controls (non-migrant) (Y 0) Difference (Y 1 − Y 0) Mean Std.
Looking at scarring effects of early unemployment based on balanced samples from propensity score matching, we find that young skilled adults are by 9% somewhat more likely to be neither in employment nor in education or training (NEET) at the age of 26 years in 2010, compared to a comparable group of young workers who experienced smooth transitions.
Because weights are derived directly from propensity scores, misspecified propensity score models are one potential cause for extreme weights.
Similar(47)
Johnson's terror at the end was so unsettling to his intimates that Boswell offers, by way of explanation, the observation that Johnson's "amorous inclinations were uncommonly strong and impetuous," that "Johnson was not free from propensities which were ever 'warring against the law of his mind' — and that in his combats with them, he was sometimes overcome".
Relative risks from propensity-matched cohorts were more varied (range 0.72 to 0.93); in only one case did the 95% confidence interval exclude the PROWESS result and include the null value.
FROM financial traders' propensity to make risky decisions to badly behaved schoolboys' claims to be suffering from attention deficit hyperactivity disorder, testosterone makes a perfect scapegoat.
"Reported Effects vs. Revealed Preference Estimates: Evidence from the Propensity to Spend Tax Rebates". Parker, Jonathan A. and Nicholas S. Souleles.
The current data, however, suggest that under some conditions, bulk in the crop can be dissociated from the propensity to feed.
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