Topic 4: Statistics

Explore an introduction to statistics (and probability), emphasizing their real-world significance. Learn to display univariate data, understand central tendency and dispersion, and create box plots. Delve into bivariate statistics, regression analysis, hypothesis testing, advanced correlation, chi-squared tests, t-tests, and a recap of key concepts.

Speakers

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Ryan Denne

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Chapters

0:00	Introduction to statistics and probability
0:11	Importance of statistics in real-world applications
0:51	Overview and display of univariate data
2:17	Measures of central tendency and dispersion
6:32	Box and whisker plots and standard deviation
9:02	Bivariate statistics: scatter graphs and correlation
13:16	Regression analysis and hypothesis testing
17:18	Advanced correlation and chi-squared tests
24:50	T-tests and comparing two samples
27:01	Recap of key statistical concepts

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