Fundamentals of Statistics and Probability Theory: A Tutorial Approach Vol. 1. Probability Theory [1] 1492245100, 9781492245100
Welcome...Fundamentals of Statistics & Probability Theory, a two volume textbook tutorial created by Howard Dachslag
516 76 57MB
English Pages 490 Year 2014
Table of contents :
Title Page
Table Of Contents
Descriptive Statistics
Lesson 1 Frequency Distributions
Lesson 2 Averages
Lesson 3 Measuring Variation
Set Theory
Lesson 4 Basic Concepts
Lesson 5 Set Operations
Lesson 6 Venn Diagrams
Lesson 7 Cardinality of a Set
Lesson 8 Sample Spaces & Events
Lesson 9 Boolean Algebra of Sets
Probability Theory
Lesson 10 Probability Sample Space
Lesson 11 Sampling Methods
Lesson 12 Conditional Probability
Lesson 13 Bayes Theorem
Lesson 14 Random Variables
Lesson 15 Expectation of a Random Variable
Lesson 16 Variance of a Random Variable
Lesson 17 Factorials & Counting Samples
Lesson 18 The Binomial Sample Space
Lesson 19 The Binomial Random Variable
Lesson 20 The Binomial Distribution
Lesson 21 The Binomial Distribution Table
Lesson 22 The Poisson Distribution
Lesson 23 The Poisson Distribution Table
Lesson 24 The Poisson Approximation to the Binomial Distribution
Lesson 25 The Normal Distribution
Lesson 26 Applications Using The Normal Distribution
Lesson 27 The Normal Approximation To The Binomial Distribution
Table A The Cumulative Binomial Distribution
Table B The Poisson Distribution
Table C The Standard Normal Distribution
Title Page
Table Of Contents
Descriptive Statistics
Lesson 1 Frequency Distributions
Lesson 2 Averages
Lesson 3 Measuring Variation
Set Theory
Lesson 4 Basic Concepts
Lesson 5 Set Operations
Lesson 6 Venn Diagrams
Lesson 7 Cardinality of a Set
Lesson 8 Sample Spaces & Events
Lesson 9 Boolean Algebra of Sets
Probability Theory
Lesson 10 Probability Sample Space
Lesson 11 Sampling Methods
Lesson 12 Conditional Probability
Lesson 13 Bayes Theorem
Lesson 14 Random Variables
Lesson 15 Expectation of a Random Variable
Lesson 16 Variance of a Random Variable
Lesson 17 Factorials & Counting Samples
Lesson 18 The Binomial Sample Space
Lesson 19 The Binomial Random Variable
Lesson 20 The Binomial Distribution
Lesson 21 The Binomial Distribution Table
Lesson 22 The Poisson Distribution
Lesson 23 The Poisson Distribution Table
Lesson 24 The Poisson Approximation to the Binomial Distribution
Lesson 25 The Normal Distribution
Lesson 26 Applications Using The Normal Distribution
Lesson 27 The Normal Approximation To The Binomial Distribution
Table A The Cumulative Binomial Distribution
Table B The Poisson Distribution
Table C The Standard Normal Distribution
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- Howard Dachslager
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