Hypothesis Testing

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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

Course Resources

Study Notes for Hypothesis Testing
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