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Chapter Fifteen: Correlation and Simple Regression as Inferential Techniques

Chapter Fifteen: Correlation and Simple Regression as Inferential Techniques

pp. 484-532

Authors

, New York University, , New York University, , Drew University
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Extract

Chapter 15 covers CORRELATION AND SIMPLE REGRESSION AS INFERENTIAL TECHNIQUES and includes the following specific topics, among others:Bivariate Normal Distribution, Statistical Significance Test of Correlation, Confidence Intervals, Statistical Significance of b-Weight, Fit of the Overall Regression Equation, R and R-squared, Adjusted R-squared, Regression Diagnostics, Residual Plots, Influential Observations, Discrepancy, Leverage, Influence, and Power Analyses.

Keywords

  • Simple Regression
  • Bivariate Normal Distribution
  • Statistical Significance Test of Correlation
  • Confidence Intervals
  • Statistical Significance of b-Weight
  • Fit of the Overall Regression Equation
  • R and R-squared,Adjusted R-squared
  • Regression Diagnostics
  • Residual Plots
  • Influential Observations
  • Discrepancy
  • Leverage
  • Influence
  • and Power Analyses.

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