Showing 1 - 10 of 604
In this paper, we study a nonparametric regression model including a periodic component, a smooth trend function, and a stochastic error term. We propose a procedure to estimate the unknown period and the function values of the periodic component as well as the nonparametric trend function. The...
Persistent link: https://www.econbiz.de/10009614392
The aim of this paper is to provide simple nonparametric methods to estimate finitemixture models from data with repeated measurements. Three measurements suffice for the mixture to be fully identified and so our approach can be used even with very short panel data. We provide distribution...
Persistent link: https://www.econbiz.de/10010254835
In nonparametric instrumental variables estimation, the mapping that identifies the function of interest, g say, is … discontinuous and must be regularised (that is, modified) to make consistent estimation possible. The amount of modification is … in applications are not yet available. This paper presents such a method for use in series estimation, where the …
Persistent link: https://www.econbiz.de/10009760143
We provide general compactness results for many commonly used parameter spaces in nonparametric estimation. We consider … instrumental variables estimation. …
Persistent link: https://www.econbiz.de/10011412122
We propose an optimal-transport-based matching method to nonparametrically estimate linear models with independent latent variables. The method consists in generating pseudo-observations from the latent variables, so that the Euclidean distance between the model’s predictions and their matched...
Persistent link: https://www.econbiz.de/10012152500
nonparametric first step and a beta-adaptive portfolios construction. Our framework rationalizes the well-known estimation algorithm …
Persistent link: https://www.econbiz.de/10014330367
nonparametric first step and a beta-adaptive portfolios construction. Our framework rationalizes the well-known estimation algorithm … ensure valid estimation and inference allowing for a range of hypotheses of interest in financial applications. We show that …
Persistent link: https://www.econbiz.de/10015123509
We introduce econometric methods to perform estimation and inference on the permanent and transitory components of the …
Persistent link: https://www.econbiz.de/10010532537
We consider nonparametric identification and estimation of pricing kernels, or equivalently of marginal utility … estimation with the computation of a matrix eigenvector problem. Our estimator avoids the ill-posed inverse issues associated …
Persistent link: https://www.econbiz.de/10011341255
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/10011924562