Free Curricula Centre/OCW/Business Statistics
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< Free Curricula Centre | OCW
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Repositories of OER Stats Texts/Resources
OER Minnesota Statistics Books
Course Materials:
Probability and Statistics by Paul Chege Introductory Statistics from Saylor Academy
Course Outline:
Topic1 Descriptive Stats, Location and Variation(ASW3, CHE1, SAY1-2) Chebychev Thrm Empirical Rule Topic2 Prob. - Bayes Thrm (ASW4, SAY3, CHE1&3) Sample Spaces Events Compliment, Intersect, Union Conditional Probability Independent Events Topic3 Random Variables & Several Dists. (ASW5, SAY4, CHE2) Discrete Random Vars Probability Dist. (Binomial) Topic4 Continuous Dist Normal/Standard/Exponential (ASW6, SAY5, CHE2) Continuous Random Vars Tails Compute Probability Topic5 Sampling & Samp. Dist (ASW7, SAY6) Mean/std dev of Sample Dist and Proportions Topic6 Estimation (SAY7&9) Large/Small Estimate of Pop Means 2 pop stuff Topic7 Hypothesis Testing (ASW10, SAY8) Topic8 Regressions (ASW12, SAY10, Unknown for Non-linear) Correlation Adv: a. Stat Software(Octave/Python/Java) b. Spreadsheet Regressions Topic9 Chi-squared testing (SAY11)
