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Nonparametric Tests for Censored Data English | ISBN: 1848212895 | 2011 | 233 pages | PDF | 4 MB
This book concerns testing hypotheses in non-parametric models. Generalizations of many non-parametric tests to the case of censored and truncated data are considered. Most of the test results are proved and real applications are illustrated using examples. Theories and exercises are provided. The incorrect use of many tests applying most statistical software is highlighted and discussed.
Local Variance Estimation for Uncensored and Censored Observations English | ISBN: 3658023139 | 2013 | 154 pages | PDF | 3 MB
Paola Gloria Ferrario develops and investigates several methods of nonparametric local variance estimation. The first two methods use regression estimations (plug-in), achieving least squares estimates as well as local averaging estimates (partitioning or kernel type).
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