Statistics- Large Sample Properties-Hypothesis Testing

احصاء | Statistics SPSS Statistics | Spss Statistics برمجة R | R programming تحليل احصائي | Statistical Analysis

جامعة القاهرة
  • 2025-05-23

محتويات الفيديو :

›Definition of large sample properties- Importance of large sample properties- Key Concepts for Large sample Properties- Large Sample Procedures- Asymptotic confidence Intervals - Overview of asymptotic  hypothesis tests.
- The definition of large sample properties refers to the characteristics and behavior of statistical estimators and tests as the sample size n becomes large (i.e. sample size (n) approaches infinity).
›They allow us to approximate complex distributions with simpler, well-known distributions (e.g., normal).
›These properties are the foundation of many statistical tests and inference procedures, especially when exact small-sample methods are not feasible.
Law of Large Numbers (LLN) - Central Limit Theorem (CLT) - Asymptotic Confidence Intervals- Asymptotic Hypothesis Tests.
***Central Limit Theorem

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