Statistical Distributions: Applications and Parameter Estimates

by Nick T. Thomopoulos

1. Statistical Concepts 1.1 Introduction Probability Distributions, Random Variables, Notation and Parameters 1.2 Fundamentals 1.3 Continuous Distribution Admissible Range Probability Density Cumulative Distribution Complementary Probability Expected Value Variance and Standard Deviation Median Coefficient-of-Variation 1.4 Discrete Distributions Admissible Range Probability Function Cumulative Probability Complementary Probability Expected Value and Mean Variance and Standard Deviation Median Mode Lexis Ratio 1.5 Sample Data Basic Statistics 1.6 Parameter Estimating Methods Maximum-Likelihood-Estimator (MLE) Method-of-Moments (MoM) 1.7 Transforming Variables Transform Data to Zero or Larger Transform Data to Zero and One &nbs

192 pages, Paperback

Published October 13, 2017