Lecture 1 - Introduction to Statistics and Data

Lecture 2 - Types of Statistics, types of Data and sources of Data, Population vs Sample

Lecture 3 - Scales of Measurement

Lecture 4 - Data representation techniques - Part 1

Lecture 5 - Data representation techniques - Part 2 and measures of central tendency - Part 1

Lecture 6 - Measures of Central Tendency - Part 2

Lecture 7 - Examples of introduction to data and data representation techniques

Lecture 8 - Measures of Variation

Lecture 9 - Applications of Measures of Central Tendency and Measures of Variation

Lecture 10 - Chapter concepts- Measures of central tendency and measures of variation, Outliers, and shape of a distribution

Lecture 11 - Numerical Descriptive Measures

Lecture 12 - Covariance and Coefficient of Correlation, Introduction to Probability

Lecture 13 - Probability - Part 1

Lecture 14 - Probability - Part 2

Lecture 15 - Probability - Part 3

Lecture 16 - Probability Distributions - Part 1

Lecture 17 - Probability Distributions - Part 2

Lecture 18 - Probability Distributions - Part 3

Lecture 19 - Examples for Standardized Normal Distribution

Lecture 20 - Evaluating Normality, Exponential Probability Distribution

Lecture 21 - Chapter Concepts - Probability Distributions

Lecture 22 - Sampling and Sampling Techniques

Lecture 23 - Sampling Distribution - I

Lecture 24 - Sampling Distribution - II

Lecture 25 - Sampling Distribution - III

Lecture 26 - Method of Estimation

Lecture 27 - Interval Estimation

Lecture 28 - Confidence Interval - I

Lecture 29 - Confidence Interval - II

Lecture 30 - Types of Hypothesis Testing

Lecture 31 - Hypothesis Testing Process - I

Lecture 32 - Hypothesis Testing Process - II

Lecture 33 - Hypothesis Testing Examples

Lecture 34 - Hypothesis Testing of Proportions - I

Lecture 35 - Hypothesis Testing of Proportions - II

Lecture 36 - Hypothesis Testing-One sample Test

Lecture 37 - Hypothesis Testing using Minitab

Lecture 38 - Hypothesis Testing of Proportions using Minitab

Lecture 39 - Hypothesis Testing Two Sample Test - I

Lecture 40 - Hypothesis Testing Two Sample Test - II

Lecture 41 - Hypothesis Testing Two sample Test - III

Lecture 42 - Paired Sample Test

Lecture 43 - Hypothesis Testing of Proportion

Lecture 44 - Example of Hypothesis Testing

Lecture 45 - Design of Experiment

Lecture 46 - Analysis of variance - I

Lecture 47 - Analysis of variance - II

Lecture 48 - Analysis of variance - III

Lecture 49 - Tukey Kramer test

Lecture 50 - Randomized Blocked Design

Lecture 51 - A Factorial Design - I

Lecture 52 - A Factorial Design - II

Lecture 53 - Chi-square test goodness of fit - I

Lecture 54 - Chi-square test goodness of fit - II

Lecture 55 - Chi-square test of independence

Lecture 56 - Simple linear regression - I

Lecture 57 - Simple linear regression - II

Lecture 58 - Assumption of Regression

Lecture 59 - Multiple Regression

Lecture 60 - Example of multiple Regression