Basic Probability and Statistics

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CONTENTS

Statistical Terms

Sampling procedure; Collection of data

Measures of Location: The sample Mean and Median

Sample Standard Deviation

Histogram

Basic Probability Concepts

Probability

Events

Counting Sample points

Probability of an Event

Conditional Probability

Independent events

The Product Rule, or the Multiplicative Rule

Theorem of total probability

Bayes Rule

Random Variables and Probability Distributions

Discrete Probability Distributions

Continuous Probability Distributions

Mathematical Expectation

Variance of Random Variables

Binomial Probability Distribution (Discrete Probability Distribution)

Normal Probability Distribution (Continuous Probability Distribution)