Part 2: Analysis of
Relationship Between Two Variables
Linear Regression
Predictor and Predictand
Linear Regression
Least Square Fit
Major Assumptions of
Linear Regression
Significance of the
Regression Coefficients
How Good Is the Fit?
Analysis of Variance
Scattering
Correlation and
Regression
Linear Correlation
Correlation and
Regression
An Example
Significance Test of
Correlation Coefficient
An Example
Test of the Difference
Between Two Non-Zero Coefficients
Multiple Regression
Fourier Transform
How Many Predictors Are
Needed?
Explained Variance for
Multiple Regression
An Example
Independent Predictors