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Introduction to linear regression analysis
Montgomery, D. C. ; Peck, E. A. ; Vining, G. G.
2021
Wiley
Hoboken
ISBN: 9781119578727, 9781119578741, 9781119578758
Hoboken : Wiley, Wiley series in probability and statistics : Sixth edition, xvi, 673 pages : diagrams (2021)2021
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Keyword(s): Linear regression analysis ; Introduction ; Linear regression model
Content:
- Simple Linear Regression
- Multiple Linear Regression
- Model Adequacy Checking
- Transformations and Weighting To Correct Model Inadequacies
- Diagnostics For Leverage and Influence
- Polynomial Regression Models
- Indicator Variables
- Multicollinearity
- Variable Selection and Model Building
- Validation of Regression Models
- Introduction To Nonlinear Regression
- Generalized Linear Models
- Regression Analysis of Time Series Data
- Other Topics in the Use of Regression Analysis