Estb. 1882

University of the Punjab

MATH-404 Mathematical Statistics-I

Probability Distributions  The postulates of probability
 Some elementary theorems
 Addition and multiplication rules
 Baye’s rule and future Baye’s theorem
 Random variables and probability functions
Discrete Probability Distributions
 Uniform, Bernoulli and Binomial distribution
 Hypergeometric and geometric distribution
 Negative binomial and Poisson distribution
Continuous Probability Distributions
 Uniform and exponential distribution
 Gamma and beta distributions
 Normal distribution
Mathematical Expectations
 Moments and moment generating functions
 Moments of binomial, hypergeometric, Poisson, gamma, beta and normal distributions
Credit hours/ Marks:- 3

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