↓ Skip to main content

Understanding regression analysis

Overview of attention for book
Cover of 'Understanding regression analysis'

Table of Contents

  1. Altmetric Badge
    Book Overview
  2. Altmetric Badge
    Chapter 1 The origins and uses of regression analysis
  3. Altmetric Badge
    Chapter 2 Basic matrix algebra: Manipulating vectors
  4. Altmetric Badge
    Chapter 3 The mean and variance of a variable
  5. Altmetric Badge
    Chapter 4 Regression models and linear functions
  6. Altmetric Badge
    Chapter 5 Errors of prediction and least-squares estimation
  7. Altmetric Badge
    Chapter 6 Least-squares regression and covariance
  8. Altmetric Badge
    Chapter 7 Covariance and linear independence
  9. Altmetric Badge
    Chapter 8 Separating explained and error variance
  10. Altmetric Badge
    Chapter 9 Transforming variables to standard form
  11. Altmetric Badge
    Chapter 10 Regression analysis with standardized variables
  12. Altmetric Badge
    Chapter 11 Populations, samples, and sampling distributions
  13. Altmetric Badge
    Chapter 12 Sampling distributions and test statistics
  14. Altmetric Badge
    Chapter 13 Testing hypotheses using the t test
  15. Altmetric Badge
    Chapter 14 The t test for the simple regression coefficient
  16. Altmetric Badge
    Chapter 15 More matrix algebra: Manipulating matrices
  17. Altmetric Badge
    Chapter 16 The multiple regression model
  18. Altmetric Badge
    Chapter 17 Normal equations and partial regression coefficients
  19. Altmetric Badge
    Chapter 18 Partial regression and residualized variables
  20. Altmetric Badge
    Chapter 19 The coefficient of determination in multiple regression
  21. Altmetric Badge
    Chapter 20 Standard errors of partial regression coefficients
  22. Altmetric Badge
    Chapter 21 The incremental contributions of variables
  23. Altmetric Badge
    Chapter 22 Testing simple hypotheses using the F test
  24. Altmetric Badge
    Chapter 23 Testing compound hypotheses using the F test
  25. Altmetric Badge
    Chapter 24 Testing hypotheses in nested regression models
  26. Altmetric Badge
    Chapter 25 Testing for interaction in multiple regression
  27. Altmetric Badge
    Chapter 26 Nonlinear relationships and variable transformations
  28. Altmetric Badge
    Chapter 27 Regression analysis with dummy variables
  29. Altmetric Badge
    Chapter 28 One-way analysis of variance using the regression model
  30. Altmetric Badge
    Chapter 29 Two-way analysis of variance using the regression model
  31. Altmetric Badge
    Chapter 30 Testing for interaction in analysis of variance
  32. Altmetric Badge
    Chapter 31 Analysis of covariance using the regression model
  33. Altmetric Badge
    Chapter 32 Interpreting interaction in analysis of covariance
  34. Altmetric Badge
    Chapter 33 Structural equation models and path analysis
  35. Altmetric Badge
    Chapter 34 Computing direct and total effects of variables
  36. Altmetric Badge
    Chapter 35 Model specification in regression analysis
  37. Altmetric Badge
    Chapter 36 Influential cases in regression analysis
  38. Altmetric Badge
    Chapter 37 The problem of multicollinearity
  39. Altmetric Badge
    Chapter 38 Assumptions of ordinary least-squares estimation
  40. Altmetric Badge
    Chapter 39 Beyond ordinary regression analysis
Overall attention for this book and its chapters
Altmetric Badge

Mentioned by

twitter
1 X user
syllabi
6 institutions with syllabi
wikipedia
3 Wikipedia pages

Citations

dimensions_citation
55 Dimensions

Readers on

mendeley
45 Mendeley
You are seeing a free-to-access but limited selection of the activity Altmetric has collected about this research output. Click here to find out more.
Title
Understanding regression analysis
Published by
Plenum Press, January 1997
DOI 10.1007/b102242
ISBNs
978-0-306-45648-0, 978-0-585-25657-3
Authors

Allen, Michael Patrick, Michael Patrick Allen

X Demographics

X Demographics

The data shown below were collected from the profile of 1 X user who shared this research output. Click here to find out more about how the information was compiled.
Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 45 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Croatia 1 2%
United States 1 2%
Unknown 43 96%

Demographic breakdown

Readers by professional status Count As %
Student > Master 9 20%
Researcher 6 13%
Student > Ph. D. Student 6 13%
Student > Bachelor 5 11%
Student > Doctoral Student 4 9%
Other 3 7%
Unknown 12 27%
Readers by discipline Count As %
Economics, Econometrics and Finance 4 9%
Psychology 4 9%
Social Sciences 4 9%
Engineering 4 9%
Business, Management and Accounting 3 7%
Other 12 27%
Unknown 14 31%