Statistics

the art and science of learning from data

1) Statistics: the art and science of learning from data, 2) Exploring data with graphs and numerical summaries, 3) Association: contingency, correlation and regression, 4) Gathering data, 5) Probabilities in our daily lives, 6) Probability distributions, 7) Sampling distributions 8) Statistical inference: confidence intervals, 9) Statistical inference: significance tests about hypothesis, 10) Comparing two groups 11) Analyzing the association between categorical variables, 12) Analyzing the association between quantitative variables: regression analysis, 13) Multiple regression, 14) Comparing groups: analysis of variance methods, 15) Nonparametric statistic

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