Hypothesis Testing

In this course, you will learn about hypothesis testing, used for validating dataset hypotheses, along with techniques to test a hypothesis.

• Hypothesis testing
• One-tailed and two-tailed tests of hypothesis
• Type I and type II errors
• Decision rule, power of test and confidence intervals
• Using z-value and p-value
• Tests concerning population mean
• Tests concerning equality of population mean
• Tests concerning the mean difference of populations
• Tests concerning variance of population
• Non-parametric tests