Kód: 06960483
The aim of this book is to estimate the conditional §mean of some functions depending on the response §variable Y (moments, distributions...) in regression §models where this response is possibly censored. In §parametric regressio ... celý popis
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The aim of this book is to estimate the conditional §mean of some functions depending on the response §variable Y (moments, distributions...) in regression §models where this response is possibly censored. In §parametric regression, polynomial and nonlinear §conditional means are estimated in a new way while, §in nonparametric regression, some new estimators are §provided to approximate general L-functionals §(conditional mean, trimmed mean, quantiles...). The §ideas developed in those methods lead to establish §more general results in nonparametric estimation of §the conditional mean of functions depending on Y and §other variables and where the response can follow §other schemes of incomplete data (not only censored §but also missing or length-biased data). For each §procedure, asymptotic properties are established §while finite sample behavior is studied via §simulations. Examples from a variety of areas §highlight the interest of using the proposed §methodologies in practice.
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