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Könyv Introduction to State Space Time Series Analysis Jacques J.F. Commandeur

Introduction to State Space Time Series Analysis

Szerző: Jacques J.F. Commandeur, Siem Jan Koopman
Nyelv: Angol
Kötés: Kemény kötésű
Kiadó: Oxford University Press
Elérhetőség: Beszállítói készleten
Küldés 10-18 napon belül
26 890 Ft
Providing a practical introduction to state space methods as applied to unobserved components time s...

Információk a könyvről

Szerző
Jacques J.F. Commandeur, Siem Jan Koopman
Nyelv
Angol
Kötés
Könyv - Kemény kötésű
Kiadva
2007
oldal
192
EAN
9780199228874
ISBN
0199228876
Enbook ID
04866636
Kiadó
Oxford University Press
Súly
446
Méretek
164 x 241 x 16

Teljes leírás

Providing a practical introduction to state space methods as applied to unobserved components time series models, also known as structural time series models, this book introduces time series analysis using state space methodology to readers who are neither familiar with time series analysis, nor with state space methods. The only background required in order to understand the material presented in the book is a basic knowledge of classical linear regression models, of which a brief review is provided to refresh the reader's knowledge. Also, a few sections assume familiarity with matrix algebra, however, these sections may be skipped without losing the flow of the exposition. The book offers a step by step approach to the analysis of the salient features in time series such as the trend, seasonal, and irregular components. Practical problems such as forecasting and missing values are treated in some detail. This useful book will appeal to practitioners and researchers who use time series on a daily basis in areas such as the social sciences, quantitative history, biology and medicine. It also serves as an accompanying textbook for a basic time series course in econometrics and statistics, typically at an advanced undergraduate level or graduate level.

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