Inferential Statistics Tutorial

Submitted by devraj on Wed, 02/17/2021 - 14:58

Inferential Statistics Fundamental

Introduction to Inferential Statistics

Importance of Inferential Statistics

ANOVA (Analysis of variance)

Basics of Probability

Introduction to Probability

Conditional Probability

Types of Continuous Probability Distributions

Discrete Probability Distributions

Introduction: Discrete Probability Distributions

Probability Without replacement Experiment

Introduction to Cumulative Probability

Introduction to Binomial Distribution

Continuous Probability Distributions

Continuous Probability Distribution

Differentiate Between Discrete and Continuous Probability Distributions

Probability Density Function

Introduction - Normal Distribution

An introduction-Standard Normal Distribution

Gaussian Mixture Model

Central Limit Theorem

Introduction to Central Limit Theorem

Introduction to Sampling Distribution

Population and Sample

Estimating Mean Using Central Limit Theorem

Sampling Methods

Hypothesis Testing

Introduction to Hypothesis Testing

Null and Alternate Hypotheses