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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شروحات مشابهة
- احصاء | Statistics
- SPSS Statistics | Spss Statistics
- برمجة R | R programming
- تحليل احصائي | Statistical Analysis
- تحليل بيانات | Data-and-Analytics
- microsoft Power BI | microsoft Power BI
- فيزياء | Physics
- علوم | Sciences
- احياء | Biology
- رياضيات | Mathematics
- كيمياء | Chemistry
- جيولوجيا | Giology