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Application of a simple nonparametric conditional quantile function estimator in unemployment duration analysis

Wilke, Ralf A.; Wichert, Laura - 2005

We consider an extension of conventional univariate Kaplan-Meier type estimators for the hazard rate and the survivor function to multivariate censored data with a censored random regressor. It is an Akritas (1994) type estimator which adapts the nonparametric conditional hazard rate estimator...

Persistent link: https://www.econbiz.de/10010297933

How to Adjust for Nonignorable Nonresponse: Calibration, Heckit or FIML?

Johansson, Fredrik - 2007

When a survey response mechanism depends on the variable of interest measured within the same survey and observed for only part of the sample, the situation is one of nonignorable nonresponse. Ignoring the nonresponse is likely to generate significant bias in the estimates. To solve this, one...

Persistent link: https://www.econbiz.de/10010321608

Margins of multinational labor substitution

Muendler, Marc-Andreas; Becker, Sascha O. - 2006

Multinational labor demand responds to wage differentials at the extensive margin, when a multinational enterprise (MNE) expands into foreign locations, and at the intensive margin, when an MNE operates existing affiliates across locations. We derive conditions for parametric and nonparametric...

Persistent link: https://www.econbiz.de/10010267727

Margins of multinational labor substitution

Mündler, Marc-Andreas; Becker, Sascha O. - 2006

Persistent link: https://www.econbiz.de/10010295812

Individual heterogeneity, nonlinear budget sets, and taxable income

Blomquist, Soren; Kumar, Anil; Liang, Che-Yuan; Newey, … - 2014

nonparametric estimation methods. We show how to nonparametrically estimate the conditional mean of taxable income imposing all the …

Persistent link: https://www.econbiz.de/10010368204

Individual Heterogeneity, Nonlinear Budget Sets, and Taxable Income

Blomquist, Sören; Kumar, Anil; Liang, Che-Yuan; Newey, … - 2015

find an important dimension reduction and use that to develop nonparametric estimation methods. We show how to …

Persistent link: https://www.econbiz.de/10010531788

Individual heterogeneity, nonlinear budget sets and taxable income

Blomquist, Soren; Kumar, Anil; Liang, Che-Yuan; Newey, … - 2015

find an important dimension reduction and use that to develop nonparametric estimation methods. We show how to …

Persistent link: https://www.econbiz.de/10011445731

Nonseparable sample selection models with censored selection rules

Fernández-Val, Iván; van Vuuren, Aico; Vella, Francis - 2018

We consider identification and estimation of nonseparable sample selection models with censored selection rules. We … conditions under which these objects are appropriate for the total population. We also present results regarding the estimation … strategies for estimation. We also provide the associated asymptotic theory. These strategies are illustrated in an empirical …

Persistent link: https://www.econbiz.de/10011941436

Variable selection in Cox regression models with varying coefficients

Honda, Toshio; Härdle, Wolfgang Karl - 2012

small part of the covariates are relevant in these situations. We carry out variable selection and estimation of the …

Persistent link: https://www.econbiz.de/10010318744

Robust estimation of wage dispersion with censored data: An application to occupational earnings risk and risk attitudes

Pollmann, Daniel; Dohmen, Thomas; Palm, Franz C. - 2012

We present a semiparametric method to estimate group-level dispersion, which is particularly effective in the presence of censored data. We apply this procedure to obtain measures of occupation-specific wage dispersion using top-coded administrative wage data from the German IAB Employment...

Persistent link: https://www.econbiz.de/10010282144