Skip to content

Download e-book for iPad: Bayesian Nonparametric Data Analysis (Springer Series in by Peter Müller,Fernando Andrés Quintana,Alejandro Jara,Tim

By Peter Müller,Fernando Andrés Quintana,Alejandro Jara,Tim Hanson

This booklet studies nonparametric Bayesian equipment and types that experience confirmed worthy within the context of knowledge research. instead of offering an encyclopedic evaluation of chance types, the book’s constitution follows a knowledge research viewpoint. As such, the chapters are equipped by way of conventional info research difficulties. In determining particular nonparametric versions, less complicated and extra conventional types are preferred over really expert ones.

The mentioned equipment are illustrated with a wealth of examples, together with purposes starting from stylized examples to case reviews from contemporary literature. The booklet additionally comprises an in depth dialogue of computational equipment and info on their implementation. R code for plenty of examples is incorporated in on-line software program pages.

Show description

Read Online or Download Bayesian Nonparametric Data Analysis (Springer Series in Statistics) PDF

Similar mathematical & statistical books

Download PDF by Ann Lehman Ph.D.,Norm O'Rourke Ph.D.,Larry Hatcher: JMP for Basic Univariate and Multivariate Statistics: A

Tips on how to deal with JMP information and practice the statistical analyses most ordinarily utilized in study within the social sciences and different fields. step-by-step, you will discover how you can receive descriptive and inferential information, summarize effects, practice a variety of JMP analyses, and interpret the consequences.

Download e-book for kindle: Programmieren mit R (Statistik und ihre Anwendungen) (German by Uwe Ligges

R ist eine objektorientierte und interpretierte Sprache und Programmierumgebung für Datenanalyse und Grafik. Ausführlich führt der Autor in die Grundlagen ein und vermittelt eingängig die Struktur der Sprache. So ermöglicht er Lesern den leichten Einstieg: eigene Methoden umsetzen, Objektklassen definieren und Pakete aus Funktionen und zugehöriger Dokumentation zusammenstellen.

Get Bayesian Analysis of Item Response Theory Models Using SAS PDF

Written particularly for psychometricians, scale builders, and practitioners drawn to purposes of Bayesian estimation and version checking of merchandise reaction thought (IRT) types, this publication teaches you ways to complete all of this with the SAS MCMC process. as a result of its instructional constitution, Bayesian research of merchandise reaction conception versions utilizing SAS might be of quick useful use to SAS clients with a few introductory heritage in IRT types and the Bayesian paradigm.

Qian Lei,Zeshui Xu's Intuitionistic Fuzzy Calculus (Studies in Fuzziness and Soft PDF

This publication deals a finished and systematic evaluation of the most recent study findings within the zone of intuitionistic fuzzy calculus. After introducing the intuitionistic fuzzy numbers’ operational legislation and their geometrical and algebraic homes, the e-book defines the concept that of intuitionistic fuzzy features and offers the examine at the by-product, differential, indefinite indispensable and sure crucial of intuitionistic fuzzy services.

Additional info for Bayesian Nonparametric Data Analysis (Springer Series in Statistics)

Example text

Download PDF sample

Bayesian Nonparametric Data Analysis (Springer Series in Statistics) by Peter Müller,Fernando Andrés Quintana,Alejandro Jara,Tim Hanson

by James

Rated 4.82 of 5 – based on 47 votes