Estb. 1882

University of the Punjab

MATH-419 Mathematical Statistics-II

Functions of Random Variables  Distribution function technique
 Transformation technique: One variable, several variables
 Moment-generating function technique
Sampling Distributions
 The distribution of the mean
 The distribution of the mean: Finite populations
 The Chi-Square distribution.
 The t distribution
 The F distribution
Regression and Correlation
 Linear regression
 The methods of least squares
 Normal regression analysis
 Normal correlation analysis
 Multiple linear regression
 Multiple linear regression (matrix notation)
Credit hours/ Marks:- 3

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