CAS: Economics: Scholarly Papers
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URI: http://hdl.handle.net/2144/1244
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A test of adverse selection in the market for experienced workers
(National Bureau of Economic Research, 2016)We show that in labor market models with adverse selection, otherwise observationally equivalent workers will experience less wage growth following a period in which they change jobs than following a period in which they ... -
Ben-Porath meets Lazear: lifetime skill investment and occupation choice with multiple skills
(2017-04)We develop a fairly general and tractable model of investment when workers can invest in multiple skills and different jobs put different weights on those skills. In addition to expected findings such as that younger workers ... -
Educational homogamy and assortative mating have not increased
(National Bureau of Economic Research, 2016)Some economists have argued that assortative mating between men and women has increased over the last several decades, thereby contributing to increased family income inequality. Sociologists have argued that educational ... -
Generic machine learning inference on heterogenous treatment effects in randomized experiments
(2018-06)We propose strategies to estimate and make inference on key features of heterogeneous effects in randomized experiments. These key features include best linear predictors of the effects using machine learning proxies, ... -
Generic inference on quantile and quantile effect functions for discrete outcomes
(2016)Quantile and quantile effect functions are important tools for descriptive and inferential analysis due to their natural and intuitive interpretation. Existing inference methods for these functions do not apply to discrete ... -
quantreg. nonpar: An R Package for performing nonparametric series quantile regression
(2016)The R package quantreg.nonpar implements nonparametric quantile regression methods to estimate and make inference on partially linear quantile models. quantreg.nonpar obtains point estimates of the conditional quantile ... -
Counterfactual: an R package for counterfactual analysis
(The R Foundation for Statistical Computing, 2017)The Counterfactual package implements the estimation and inference methods of Cher nozhukov et al. (2013) for counterfactual analysis. The counterfactual distributions considered are the result of changing either the ... -
probitfe and logitfe: Bias corrections for probit and logit models with two-way fixed effects
(StataCorp, 2017)We present the Stata commands probitfe and logitfe, which estimate probit and logit panel data models with individual and/or time unobserved effects. Fixed effect panel data methods that estimate the unobserved effects can ... -
Individual and time effects in nonlinear panel models with large N, T
(North-Holland, 2016)We derive fixed effects estimators of parameters and average partial effects in (possibly dynamic) nonlinear panel data models with individual and time effects. They cover logit, probit, ordered probit, Poisson and Tobit ...
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