Course curriculum

  • 1

    Descriptive Statistics

    • Introduction to Statistics and Basic Terminology

    • Measures of Location - Mean Median Mode

    • Measures of Location - Percentiles and Quartiles

    • Measures of Variability - Range, IQR

    • Measures of Variability - Variance and SD

    • Measures of Correlation between Variables

    • Quiz 1 - Measure of Location

    • Quiz 2 - Measures of Variability and Correlation

    • Feedback

  • 2

    Inferential Statistics

    • Introduction to Inferential Statistics

    • Hypothesis Testing - Null and Alternative Hypothesis

    • Errors and Significance Level in Hypothesis Test

    • Quiz 3 - Null and Alternative Hypothesis

    • Hypothesis Test Sigma Known - One Tailed Test

    • Hypothesis Test Sigma Known - Two Tailed Test

    • Quiz 5 - Hypothesis Testing Sigma Known

    • Hypothesis Test Sigma Unknown

    • Quiz 6 - Hypothesis Testing Sigma Unknown

    • Feedback

  • 3

    Simple Linear Regression

    • Introduction to Regression

    • Simple Linear Regression Procedure

    • Goodness of Fit

    • Quiz 7 - Linear Regression and Goodness of Fit

    • Feedback