1.

Record Nr.

UNINA9910462982703321

Autore

Tsay Ruey S. <1951->

Titolo

Multivariate time series analysis : with R and financial applications / / Ruey S. Tsay

Pubbl/distr/stampa

Hoboken, New Jersey : , : Wiley, , 2014

©2014

ISBN

1-118-61775-4

1-118-61779-7

Descrizione fisica

1 online resource (502 p.)

Collana

Wiley series in probability and statistics

Classificazione

MAT029000

Disciplina

519.5/5

Soggetti

Time-series analysis

R (Computer program language)

Econometric models

Electronic books.

Lingua di pubblicazione

Inglese

Formato

Materiale a stampa

Livello bibliografico

Monografia

Note generali

Bibliographic Level Mode of Issuance: Monograph

Nota di bibliografia

Includes bibliographical references at the end of each chapters and index.

Sommario/riassunto

"Since the publication of his first book, Analysis of Financial Time Series, Ruey Tsay has become one of the most influential and prominent experts on the topic of time series. Different from the traditional and oftentimes complex approach to multivariate (MV) time series, this sequel book emphasizes structural specification, which results in simplified parsimonious VARMA modeling and, hence, eases comprehension. Through a fundamental balance between theory and applications, the book supplies readers with an accessible approach to financial econometric models and their applications to real-world empirical research. The book utilizes the freely available R software package to explore complex data and illustrate related computation and analyses in a user-friendly way. An author-maintained website features additional data sets in R, Matlab and Stata scripts so readers can create their own simulations and test their comprehension of the presented techniques"--