A second course in statistics regression analyisis
"This book is designed for two types of statistics courses. The early chapters, combined with a selection of the case studies, are designed for use in the second half of a two-semester (two-quarter) introductory statistics sequence for undergraduates with statistics or non-statistics majors&quo...
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| Main Authors: | , |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
[Hoboken, New Jersey]
Pearson Education, Inc.
2020
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| Edition: | Eighth edition |
| Subjects: | |
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Table of Contents:
- A review of basic concepts (optional)
- Introduction to regression analysis
- Simple linear regression
- Multiple regression models
- Principles of model-building
- Variable screening methods
- Some regression pitfalls
- Residual analysis
- Special topics in regression (optional)
- Time series modeling and forecasting
- Principles of experimental design
- The analysis of variance for designed experiments