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We develop an estimator and tests of a discrete time mixed proportional hazard (MPH) model of duration with unobserved … distribution. We apply our estimator to the duration of price spells in weekly store data from IRI. We find substantial unobserved … heterogeneity, accounting for a large fraction of the decrease in the Kaplan-Meier hazard with elapsed duration. Still, we show that …
Persistent link: https://www.econbiz.de/10012599402
This paper considers models for unobservables in duration models. It demonstrates how cross-section and time …-series variation in regressors facilitates identification of single-spell, competing risks and multiple spell duration models. We also …
Persistent link: https://www.econbiz.de/10012474165
unemployment insurance benefits on the duration of joblessness in Austria, where the benefit schedule has kinks at the minimum and …
Persistent link: https://www.econbiz.de/10012460096
We develop new semiparametric methods for estimating treatment effects. We focus on a setting where the outcome distributions may be thick tailed, where treatment effects are small, where sample sizes are large and where assignment is completely random. This setting is of particular interest in...
Persistent link: https://www.econbiz.de/10012629462
This paper is concerned with the estimation of the parameters in a dynamic simultaneous equation model with stationary disturbances under the assumption that the variables are subject to random measurement errors. The conditions under which the parameters are identified are stated. An...
Persistent link: https://www.econbiz.de/10012478972
We estimate the demand for health insurance in the California Affordable Care Act marketplace (Covered California) without using parametric assumptions about the unobserved components of utility. To do this, we develop a computational method for constructing sharp identified sets in a...
Persistent link: https://www.econbiz.de/10012479776
Let Y be an outcome of interest, X a vector of treatment measures, and W a vector of pre-treatment control variables. Here X may include (combinations of) continuous, discrete, and/or non-mutually exclusive "treatments". Consider the linear regression of Y onto X in a subpopulation homogenous in...
Persistent link: https://www.econbiz.de/10012480885
When the endogenous variable enters the structural equation non-parametrically the linear Instrumental Variable (IV) estimator is no longer consistent. Non-parametric IV (NPIV) can be used but it requires one to impose restrictions during estimation to make the problem well-posed. The...
Persistent link: https://www.econbiz.de/10012461978
We propose a simple nonparametric mixtures estimator for recovering the joint distribution of parameter heterogeneity in economic models, such as the random coefficients logit. The estimator is based on linear regression subject to linear inequality constraints, and is robust, easy to program...
Persistent link: https://www.econbiz.de/10012463439
This paper shows that the semiparametric efficiency bound for a parameter identified by an unconditional moment restriction with data missing at random (MAR) coincides with that of a particular augmented moment condition problem. The augmented system consists of the inverse probability weighted...
Persistent link: https://www.econbiz.de/10012464271