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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