1.

Record Nr.

UNINA9910830534303321

Autore

Givens Geof H.

Titolo

Computational statistics / / Geof H. Givens and Jennifer A. Hoeting

Pubbl/distr/stampa

Hoboken, New Jersey : , : Wiley, , [2013]

©2013

ISBN

1-118-55555-4

1-118-55548-1

1-299-19031-6

1-118-55528-7

Edizione

[Second edition.]

Descrizione fisica

1 online resource

Collana

Wiley Series in Computational Statistics

Disciplina

519.50285

Soggetti

Mathematical statistics - Data processing

Lingua di pubblicazione

Inglese

Formato

Materiale a stampa

Livello bibliografico

Monografia

Note generali

Description based upon print version of record.

Nota di bibliografia

Includes bibliographical references and index.

Nota di contenuto

Part I. Optimization -- Part II. Integration and simulation -- Part III. Bootstrapping -- Part IV. Density estimation and smoothing.

Sommario/riassunto

This new edition continues to serve as a comprehensive guide to modern and classical methods of statistical computing.  The book is comprised of four main parts spanning the field: OptimizationIntegration and SimulationBootstrappingDensity Estimation and Smoothing Within these sections,each chapter includes a comprehensive introduction and step-by-step implementation summaries to accompany the explanations of key methods.  The new edition includes updated coverage and existing topics as well as new topics such as adaptive MCMC and bootstrapp