Statistical Theory and Inference
Produktnummer:
18cba6c1d7039c40119663cfa7457ac824
| Autor: | Olive, David J. |
|---|---|
| Themengebiete: | exponential familes large sample theory point estimators statistical inference statistical theory |
| Veröffentlichungsdatum: | 16.05.2014 |
| EAN: | 9783319049717 |
| Sprache: | Englisch |
| Seitenzahl: | 434 |
| Produktart: | Gebunden |
| Verlag: | Springer International Publishing |
Produktinformationen "Statistical Theory and Inference"
This text is for a one semester graduate course in statistical theory and covers minimal and complete sufficient statistics, maximum likelihood estimators, method of moments, bias and mean square error, uniform minimum variance estimators and the Cramer-Rao lower bound, an introduction to large sample theory, likelihood ratio tests and uniformly most powerful tests and the Neyman Pearson Lemma. A major goal of this text is to make these topics much more accessible to students by using the theory of exponential families.Exponential families, indicator functions and the support of the distribution are used throughout the text to simplify the theory. More than 50 ``brand name" distributions are used to illustrate the theory with many examples of exponential families, maximum likelihood estimators and uniformly minimum variance unbiased estimators. There are many homework problems with over 30 pages of solutions.
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