Page 184 - DMTH404_STATISTICS

Statistics Sachin Kaushal, Lovely Professional University

Notes Unit 14: Theoretical Probability Distributions

CONTENTS

Objectives
Introduction
14.1 Binomial Distribution
14.1.1 Probability Function or Probability Mass Function

14.1.2 Summary Measures of Binomial Distribution
14.1.3 Fitting of Binomial Distribution
14.1.4 Features of Binomial Distribution
14.1.5 Uses of Binomial Distribution

14.2 Hypergeometric Distribution
14.2.1 Binomial Approximation to Hypergeometric Distribution
14.3 Pascal Distribution
14.4 Geometrical Distribution

14.5 Uniform Distribution (Discrete Random Variable)
14.6 Poisson Distribution
14.6.1 Poisson Process
14.6.2 Probability Mass Function

14.6.3 Summary Measures of Poisson Distribution
14.6.4 Poisson Approximation to Binomial
14.6.5 Fitting of a Poisson Distribution
14.6.6 Features of Poisson Distribution

14.6.7 Uses of Poisson Distribution
14.7 Summary
14.8 Keywords
14.9 Self Assessment

14.10 Review Questions
14.11 Further Readings

176 LOVELY PROFESSIONAL UNIVERSITY