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Regression Models for Time Series Analysis

Posted By: AvaxGenius
Regression Models for Time Series Analysis

Regression Models for Time Series Analysis by Benjamin Kedem, Konstantinos Fokianos
English | PDF | 2002 | 351 Pages | ISBN : 0471363553 | 13.4 MB

A thorough review of the most current regression methods in time series analysis
Regression methods have been an integral part of time series analysis for over a century. Recently, new developments have made major strides in such areas as non-continuous data where a linear model is not appropriate. This book introduces the reader to newer developments and more diverse regression models and methods for time series analysis.

Multivariate, Multilinear and Mixed Linear Models

Posted By: AvaxGenius
Multivariate, Multilinear and Mixed Linear Models

Multivariate, Multilinear and Mixed Linear Models by Katarzyna Filipiak, Augustyn Markiewicz, Dietrich von Rosen
English | EPUB(True) | 2021 | 357 Pages | ISBN : 3030754936 | 38.7 MB

This book presents the latest findings on statistical inference in multivariate, multilinear and mixed linear models, providing a holistic presentation of the subject. It contains pioneering and carefully selected review contributions by experts in the field and guides the reader through topics related to estimation and testing of multivariate and mixed linear model parameters. Starting with the theory of multivariate distributions, covering identification and testing of covariance structures and means under various multivariate models, it goes on to discuss estimation in mixed linear models and their transformations.