1.

Record Nr.

UNISA996213510403316

Titolo

A course in time series analysis [[electronic resource] /] / edited by Daniel Peña, George C. Tiao, Ruey S. Tsay

Pubbl/distr/stampa

New York, : J. Wiley, c2001

ISBN

1-282-24252-0

9786613813640

1-118-03297-7

1-118-03122-9

Descrizione fisica

1 online resource (494 p.)

Collana

Wiley series in probability and statistics

Altri autori (Persone)

PeñaDaniel <1948->

TiaoGeorge C. <1933->

TsayRuey S. <1951->

Disciplina

519.5/5

519.55

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