I want to use the Shapley value decomposition approach to estimate the contribution of a set of factors to income inequality.
I know that the Fields (2003) method decomposes the log-variance of income where we do not need to agree on which particular inequality measure to decompose. In contrast, the Shapley value decomposition approach estimates the marginal impact of each factor on the level of inequality which differs depending on the choice of the inequality index.
I want to decompose the following three measures of inequality-
Theil index
Mean logarithmic deviation (MLD) and
the variance of logarithms of income
Now, my question is which user-written routine I should use that will give me the Shapley values for the above three measures of inequality.
Related Posts with Shapley value decomposition (regression-based decomposition)
create a three way tableDear Statalist, I need to create a table like the one below, for which I was thinking on a command l…
Latent Class analysesWith only two time points, Can i suppose a quadratic trend in latent class analyses?? …
Multiple bars in a single chartHi all, I have very basic question that I cannot find an answer to. I have tried all sorts of option…
Confidence interval for crude rateI would like to calculate the 95% confidence interval for the crude rate. How I could do it in STATA…
Heteroscedasticity and Endogeneity in Conditional Logistic, Logistic and Probit ModelsHi, I have a binary dependent variable. I want to test for Heteroscedasticity and Endogeneity under …
Subscribe to:
Post Comments (Atom)
0 Response to Shapley value decomposition (regression-based decomposition)
Post a Comment