Case Studies In Time Series Analysis

Inbunden, Engelska, 1993

2 149 kr

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This book is a monograph on case studies using time series analysis, which includes the main research works applied to practical projects by the author in the past 15 years. The works cover different problems in broad fields, such as: engineering, labour protection, astronomy, physiology, endocrinology, oil development, etc. The first part of this book introduces some basic knowledge of time series analysis which is necessary for the reader to understand the methods and the theory used in the procedure for solving problems. The second part is the main part of this book — case studies in different fields.

Produktinformation

Utgivningsdatum1993-09-01
FormatInbunden
SpråkEngelska
Antal sidor296
FörlagWorld Scientific Publishing Co Pte Ltd
ISBN9789810210175

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Part 1 Basic knowledge of time series analysis: time series and ARMA model; spectral estimation and hidden periodicities analysis; principal component analysis of multivariate time series; modelling, forecasting and filteration. Part 2 Case study in time series analysis: digital processing of dynamic marine gravity metre; uranian ring signal detection by statistical analysis of time series; spectral characteristics of Down's disease children; correlation analysis between the VEP and axiation intelligence; rhythm analysis of LH release course in isolation pituitary gland; modelling and forecasting of freight transport; modelling and forecasting of water level in Xian river in China; a blood sampling problem in endocrinology; sparse data modelling and forecasting in oil field development; statistical prediction of NIPTS in noise environment.

"This book contains a delightful collection of real case studies conducted in China, using relatively modest computer facilities in the past three decades or so... A comprehenensive introduction to the theory and method of time series is given prior to the case studies. The book should be in a nice compendium to any serious course in time series analysis." Short Book Reviews "... an excellent reference book for those who use time series modeling ... a welcome addition to the list of time series books already available in the market." Mathematical Reviews "The book is very interesting and it can be recommended as a supplement to a course of time series analysis." Mathematics Abstracts