Probability and statistics
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Steven Wasserman
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Contents
1
What is a random variable?
2
Describing random variables
2.1
PDF and CDF
2.2
Summary statistics: mean, variance, and standard deviation
3
Distributions
3.1
Gaussian
3.2
Chi squared
3.3
Binomial
3.4
Poisson
4
Standard error and confidence intervals
5
Hypothesis testing
What is a random variable?
Describing random variables
PDF and CDF
Summary statistics: mean, variance, and standard deviation
Distributions
Gaussian
Chi squared
Binomial
Poisson
Standard error and confidence intervals
Hypothesis testing
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