Power of a Test in Hypothesis Testing | Explained with Example

Описание: 📘 Notes: https://robosathi.com/docs/maths/stat...
In this video, we’ll understand the meaning of Power of Test in Hypothesis Testing.

Learning Objectives
✅ Understand the definition of power of a hypothesis test.
✅ Identify Type I and Type II errors and their impact on testing.
✅ Learn how sample size affects test power.
✅ Interpret the p-value in hypothesis testing.
✅ Apply concepts to real-world data analysis scenarios.

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00:00:00 - 00:03:01 Confusion Matrix for Alternate Hypothesis
00:03:02 - 00:03:21 Type 1 Error or Alpha or Significance Level
00:03:22 - 00:04:10 Type 2 Error or Beta
00:04:11 - 00:06:03 Power of Test


📘 Part of the Math for AI & ML series by RoboSathi

#ai #ml #hypothesistesting #frameworkforht #ttest #ztest #probability #statistics #machineLearning #robosathi