Lecture

Descriptive Statistics: Hypothesis Testing

In course

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Description

This lecture covers the basics of descriptive statistics, hypothesis testing, p-values, confidence intervals, and common pitfalls. It emphasizes the importance of understanding the logic behind hypothesis testing and the interpretation of confidence intervals. The instructor discusses the mean, variance, and normal distribution, illustrating how these concepts are applied in data analysis. The lecture also delves into robust statistics, power-law distributions, and the significance of outliers in data analysis.

Instructor

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Official source

https://mediaspace.epfl.ch/media/0_jjzip5se

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Ontological neighbourhood

Statistics

Statistical inference: Mathematical statistics, Statistical hypothesis testing

Data analysis: Regression analysis

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