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  • 1 месяц назадОпубликованоFoundations of Math

What is the Central Limit Theorem Explained with a Simple Example

The Central Limit Thoerem is an extremely important theorem which says that the distribution of sample means will be approximately normal, even in the underlying distribution is not. This video examines why the calories listed on your granola bar might not truly be the case, and will explore themes of sampling error, population inferences, and why we even care. Timestamps: 0:00 Population Measurement Uncertainty 0:23 Sampling from a Population 0:50 The Central Limit Theorem 1:15 Showing How it Works 2:00 The Rules and Output of the Central Limit Theorem 2:28 Application Studying for an exam or wanting to strengthen your statistics knowledge? This video is actually part of a free youtube course, check it out here! This material builds upon prior knowledge. If you are struggling/unsure of any of the content, definitely check these out! Standard deviation: The normal distribution: And here are some interesting videos that you may find useful. Confidence intervals: Statistical Errors: P values: #statistics #mathematics #tutorial #education #clt #normaldistribution #sampling #populationstatistics