Introduction to Statistics
Instructor: Guenther Walther
Skills you'll gain
There are 12 modules in this course
Topics include Descriptive Statistics, Sampling and Randomized Controlled Experiments, Probability, Sampling Distributions and the Central Limit Theorem, Regression, Common Tests of Significance, Resampling, Multiple Comparisons.
Producing Data and Sampling
Probability
Normal Approximation and Binomial Distribution
Sampling Distributions and the Central Limit Theorem
Regression
Confidence Intervals
Tests of Significance
Resampling
Analysis of Categorical Data
One-Way Analysis of Variance (ANOVA)
Multiple Comparisons
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