Sold Out
Book Categories |
Acknowledgments | ||
Preface | ||
Ch. 1 | An Introduction to the Linear Regression Model | 1 |
Baseball Salaries | 1 | |
Linear Regression Model Assumption | 3 | |
Population Data Versus Sample Data | 8 | |
Presidential Elections | 10 | |
Abortion Rates | 12 | |
Types of Data Sets | 14 | |
Ch. 2 | The Least-Squares Estimation Method: Fitting Lines to Data | 19 |
Ordinary Least-Squares | 19 | |
Regression Model Assumptions and the Properties of Ordinary Least-Squares | 30 | |
Ch. 3 | Model Performance and Evaluation | 37 |
Goodness of Fit: The R[superscript 2] | 37 | |
Sample Results and Population Parameters | 43 | |
Ch. 4 | Multiple Regression Analysis | 59 |
Baseball Salaries Revisited | 59 | |
Presidential Elections Revisited | 66 | |
Abortion Rates Revisited | 68 | |
Further Considerations for the Multiple Regression Model | 72 | |
Ch. 5 | Nonlinear, Dummy, Interaction, and Time Variables | 79 |
Nonlinear Independent Variables | 79 | |
Dummy Independent Variables | 83 | |
Interaction Variables | 92 | |
Time as an Independent Variable | 101 | |
Ch. 6 | Some Common Problems in Regression Analysis | 113 |
The Problem of High Multicollinearity | 113 | |
Nonconstant Error Variance | 119 | |
Autocorrelated Errors | 127 | |
Ch. 7 | Where to Go From HERE | 135 |
Key Points to Bear in Mind | 135 | |
Other Topics in Regression Analysis | 136 | |
Go Forward and Regress! | 138 | |
App. A | Data Sets Used in Examples | 139 |
App. B | Instructions for Using Excel and SPSS | 151 |
App. C | t Table | 163 |
App. D: Answers to Problems | 165 | |
Glossary | 187 | |
References | 197 | |
Index | 199 | |
About the Author | 202 |
Login|Complaints|Blog|Games|Digital Media|Souls|Obituary|Contact Us|FAQ
CAN'T FIND WHAT YOU'RE LOOKING FOR? CLICK HERE!!! X
You must be logged in to add to WishlistX
This item is in your Wish ListX
This item is in your CollectionRegression Basics
X
This Item is in Your InventoryRegression Basics
X
You must be logged in to review the productsX
X
X
Add Regression Basics, , Regression Basics to the inventory that you are selling on WonderClubX
X
Add Regression Basics, , Regression Basics to your collection on WonderClub |