Essentials of Mathematical Probability and Statistics

Bayes’ Theorem, Theorem

Binomial Distribution, Theorem

Cauchy Distribution, Definition

Central Limit Theorem, Section

Chebyshev’s Theorem, Theorem

Chi-Square Distribution, Definition

Conditional Probability, Definition

Confidence Interval for One Mean, Definition

Confidence Interval for one Variance, Section

Confidence Interval for proportions, Definition

Continuous Uniform Distribution, Theorem

Countable Set, Definition

Discrete Uniform Distribution, Theorem

Disjoint Sets, Definition

Distribution Function, Definition

Equally Likely, Paragraph

Expected Value, Definition

Exponential Distribution, Theorem

Gamma Distribution, Definition

Gamma Function, Definition

Geometric Distribution, Theorem

Hypergeometric Distribution, Theorem

Hypothesis Testing for one mean, Paragraph

Hypothesis Testing for one proportion, Paragraph

Hypothesis Testing for one variance, Paragraph

Independence, Definition

Kurtosis - Theoretical, Definition

Mean - Theoretical, Definition

Multiplication Rule, Theorem

Mutually Exclusive Sets, Definition

Negative Binomial Distribution, Theorem

Normal Distribution, Definition

Pascal’s Wager, Section

Point Estimate, Paragraph

Poisson Distribution, Theorem

Poisson Process, Definition

Probability, Definition

Probability Function - Discrete, Definition

Probabilty Function - Continuous, Definition

Random Variable, Definition

Random Variable - Percentiles, Definition

Relative Frequency, Section

Skewness - Theoretical, Definition

Standard Units, Definition

Student-t Distribution, Definition

Type I vs Type II errors, Paragraph

Uncountable Set, Definition

Variance - Theoretical, Definition

Weibull Distribution, Definition

Wilson Score Confidence Interval for Proportions, Definition