1.

Record Nr.

UNINA9910139189303321

Titolo

A course in time series analysis / / edited by Daniel Pena, George C. Tiao, Ruey S. Tsay

Pubbl/distr/stampa

New York, : J. Wiley, c2001

ISBN

9786613813640

9781282242524

1282242520

9781118032978

1118032977

9781118031223

1118031229

Descrizione fisica

1 online resource (494 p.)

Collana

Wiley series in probability and statistics

Altri autori (Persone)

PenaDaniel <1948->

TiaoGeorge C. <1933->

TsayRuey S. <1951->

Disciplina

519.5/5

Soggetti

Time-series analysis

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

pt. 1. Basic concepts in univariate time series -- pt. 2. Advanced topics in univariate time series -- pt. 3. Multivariate time series.

Sommario/riassunto

New statistical methods and future directions of research in time series A Course in Time Series Analysis demonstrates how to build time series models for univariate and multivariate time series data. It brings together material previously available only in the professional literature and presents a unified view of the most advanced procedures available for time series model building. The authors begin with basic concepts in univariate time series, providing an up-to-date presentation of ARIMA models, including the Kalman filter, outlier analysis, automatic methods for building ARIMA m