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Syllabus
Class Notes
Subsections
Graphical tools
Categorical (qualitative) data
Quantitative data
R functions
Example
Numerical summaries of data
Measures of Location
Measures of Dispersion
Measures of Association
Probability
Permutations without replacement
Permutations with replacement
Combinations without replacement
Examples
Additional Properties of Probability
Random Variables
Expectation of Discrete Random Variables
Special Discrete Distributions
Bernoulli and Related Distributions
Continuous Random Variables
Normal Distribution
Large Sample Approximations
Probability models and simulation
Simulation for Binomial Distributions
Estimation
Large Sample Estimation of a Population Proportion
Estimation of a Population Mean
Simulation of confidence intervals
Statistical Decisions
Hypothesis tests for a population proportion
Hypothesis tests for a population mean
Hypothesis tests to compare means of two populations - independent samples
Hypothesis tests to compare means of two populations - paired samples
Chi-square test for independence in two-way frequency tables
Nonparametric tests
Larry Ammann
2013-04-29
