Bootstrap Methods
Produktnummer:
1819f6a3606f584a298bb4749d73f95bf5
| Autor: | Dikta, Gerhard Scheer, Marsel |
|---|---|
| Themengebiete: | Bootstrap based tests Experimental design Generalized Linear Models Goodness of fit test Longitudinal data analyis Regression analysis Survival analysis |
| Veröffentlichungsdatum: | 12.08.2022 |
| EAN: | 9783030734824 |
| Sprache: | Englisch |
| Seitenzahl: | 256 |
| Produktart: | Kartoniert / Broschiert |
| Verlag: | Springer International Publishing |
| Untertitel: | With Applications in R |
Produktinformationen "Bootstrap Methods"
This book provides a compact introduction to the bootstrap method. In addition to classical results on point estimation and test theory, multivariate linear regression models and generalized linear models are covered in detail. Special attention is given to the use of bootstrap procedures to perform goodness-of-fit tests to validate model or distributional assumptions. In some cases, new methods are presented here for the first time.The text is motivated by practical examples and the implementations of the corresponding algorithms are always given directly in R in a comprehensible form. Overall, R is given great importance throughout. Each chapter includes a section of exercises and, for the more mathematically inclined readers, concludes with rigorous proofs. The intended audience is graduate students who already have a prior knowledge of probability theory and mathematical statistics.
Sie möchten lieber vor Ort einkaufen?
Sie haben Fragen zu diesem oder anderen Produkten oder möchten einfach gerne analog im Laden stöbern? Wir sind gerne für Sie da und beraten Sie auch telefonisch.
Juristische Fachbuchhandlung
Georg Blendl
Parcellistraße 5 (Maxburg)
8033 München
Montag - Freitag: 8:15 -18 Uhr
Samstags geschlossen