Multivariate Time Series Analysis with Examples in Biostatistics
1st Edition
Will be published approx. on 1. February 2030
Book
Hardback
250 pages
978-1-4665-7343-7 (ISBN)
Description
This book has been written for students and researchers who wish to gain a working knowledge of time series analysis as applied in biomedical sciences. While intended as a text for graduate and undergraduate students in statistics and biostatistics, it covers a wide range of parametric, nonparametric and multi-scale methods for the analysis of stochastic processes coming from biology, medicine, epidemiology and neuroscience. The book assumes only a basic knowledge of calculus, matrix algebra and elementary statistics.
More details
Series
Language
English
Place of publication
Bosa Roca
United States
Publishing group
Taylor & Francis Inc
Target group
College/higher education
Illustrations
50 s/w Abbildungen
50 Illustrations, black and white
Dimensions
Height: 234 mm
Width: 156 mm
ISBN-13
978-1-4665-7343-7 (9781466573437)
Copyright in bibliographic data is held by Nielsen Book Services Limited or its licensors: all rights reserved.
Schweitzer Classification
Persons
Content
Stationary Time Series. Introduction. Fitting Parametric Models to Multivariate Time Series. Spectral Analysis of Multivariate Time Series. Dimension Reduction for Multivariate Time Series. Non-stationary Time Series. Spectral Analysis of Multivariate Non-Stationary Time Series. Multi-Scale Methods for Non-Stationary Time Series. Classification, Discrimination and Clustering. Dimension Reduction for Multivariate Non-Stationary Time Series. Bayesian Non-Stationary Methods for Multivariate Time Series.