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Statistics and probability
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Instructions
Walk through Khan Academy's
Statistics and probability
course. One unit per week.
Assignments
Deadline
Analyzing categorical data
Displaying and comparing quantitative data
7 days after prev.
Summarizing quantitative data
7 days after prev.
Modeling data distributions
7 days after prev.
Exploring bivariate numerical data
7 days after prev.
Study design
7 days after prev.
Probability
7 days after prev.
Counting, permutations, and combinations
7 days after prev.
Random variables
7 days after prev.
Sampling distributions
7 days after prev.
Confidence intervals
7 days after prev.
Significance tests (hypothesis testing)
7 days after prev.
Two-sample inference for the difference between groups
7 days after prev.
Inference for categorical data (chi-square tests)
7 days after prev.
Advanced regression (inference and transforming)
7 days after prev.
Analysis of variance (ANOVA)
7 days after prev.
