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Time Series Analysis

Author(s)
Erin Hodgess
Edition
1
Copyright
2025
Book Type
Academic

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Paperback Book

$70.00

ISBN: 9798385171040
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CHOOSE YOUR FORMAT
Help Me Choose

Paperback Book

$70.00

ISBN: 9798385171040
Details: 
Print Product

eBook

$50.00

ISBN: 9798385171057
Details: 
Electronic Delivery EBOOK - 365 days

This undergraduate level text discusses the structure of basic stochastic processes, in depth. We develop fitting Box-Jenkins (ARIMA) models in some detail. We look at forecasting of those models. We also consider some other classical time series methods. We discuss neural nets and using neural nets for time series. Finally, we consider aggregation and disaggregation of time series. We use the R programming language as the software for this text. There is an appendix for new users of R.

 

Erin Hodgess

Dr. Erin Hodgess is currently an adjunct instructor in the Mathematical Sciences Department of the University of Northern Colorado. Dr. Hodgess spent most of her academic career at the University of Houston - Downtown, along with several years with Western Governors University. She has a Master's degree in Economics from the University of Pittsburgh, a Master's and a Ph.D. in Statistics from Temple University, and a graduate certificate in Geographic Information Systems from the University of Denver. Her areas of research include time series, geostatistics, and statistical computing.

This undergraduate level text discusses the structure of basic stochastic processes, in depth. We develop fitting Box-Jenkins (ARIMA) models in some detail. We look at forecasting of those models. We also consider some other classical time series methods. We discuss neural nets and using neural nets for time series. Finally, we consider aggregation and disaggregation of time series. We use the R programming language as the software for this text. There is an appendix for new users of R.

 

Erin Hodgess

Dr. Erin Hodgess is currently an adjunct instructor in the Mathematical Sciences Department of the University of Northern Colorado. Dr. Hodgess spent most of her academic career at the University of Houston - Downtown, along with several years with Western Governors University. She has a Master's degree in Economics from the University of Pittsburgh, a Master's and a Ph.D. in Statistics from Temple University, and a graduate certificate in Geographic Information Systems from the University of Denver. Her areas of research include time series, geostatistics, and statistical computing.

Other Titles from this Author(s)

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Title: Time Series Analysis