Statistical Distributions: Applications and Parameter Estimates - Softcover

Thomopoulos, Nick T.

Softcover

ISBN 10: 3319651137 ISBN 13: 9783319651132

Publisher: Springer, 2017

Synopsis

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

Edition details

• Publisher: Springer
• Publication date: 2017
• Language: English
• ISBN 10: 3319651137
• ISBN 13: 9783319651132
• Binding: Paperback