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This article gives the asymptotic properties of multivariate k-nearest neighbor regression estimators for dependent variables belonging to Rd, d 1. The results derived here permit to provide consistent forecasts, and confidence intervals for time series An illustration of the method is given...
Persistent link: https://www.econbiz.de/10010738641
We propose an instrumental variables method for inference in high-dimensional structural equations with endogenous regressors. The number of regressors K can be much larger than the sample size. A key ingredient is sparsity, i.e., the vector of coefficients has many zeros, or approximate...
Persistent link: https://www.econbiz.de/10009021745
We propose a wild bootstrap procedure for linear regression models estimated by instrumental variables. Like other … bootstrap procedures that we have proposed elsewhere, it uses efficient estimates of the reduced-form equation(s). Unlike them … methods, such as the pairs bootstrap. We also show how to obtain reliable confidence intervals by inverting bootstrap tests …
Persistent link: https://www.econbiz.de/10008794398
transition autoregressive models or time varying parameter models). Bayesian econometric methods for inference are developed for …
Persistent link: https://www.econbiz.de/10010570531
transition autoregressive models or time varying parameter models). Bayesian econometric methods for inference are developed for …
Persistent link: https://www.econbiz.de/10010821083
by the European Commission. Moreover, we consider the methodology based on bootstrap replications to estimate the …
Persistent link: https://www.econbiz.de/10010750609
. Les méthodes du bootstrap permettent d'obtenir une approximation de la vraie loi de la statistique en général plus précise … analytiquement. Dans cet article, nous présentons une méthodologie générale du bootstrap dans le contexte des modèles de régression. …
Persistent link: https://www.econbiz.de/10010750662
We propose a widely applicable bootstrap based test of the null hypothesis of equality of two firms' Risk Measures (RMs …
Persistent link: https://www.econbiz.de/10010899675
In this paper we are interested in heteroskedastic regression models, for which an appropriate bootstrap method is …
Persistent link: https://www.econbiz.de/10008791699
. Les méthodes du bootstrap permettent d'obtenir une approximation de la vraie loi de la statistique en général plus précise … analytiquement. Dans cet article, nous présentons une méthodologie générale du bootstrap dans le contexte des modèles de régression. …
Persistent link: https://www.econbiz.de/10008791731