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Regression analysis:-Multiple linear regressionPoisson log-linear regressionBinary logistic regressionRandom number Simulation from:-Normal distributionExponential distributionBeta distributionUniform distributionBinomial distribution CDF and Inverse CDFs of:-Normal distributionStudent t-distribution Chi-squared distributionF-distributionT-tests:-One sample t-testTwo sample t-testPaired t-testCorrelation test:-Pearson correlation testRe-sampling:-sampling without replacement Sampling with replacement Graphs:-Bar-ChartPie-ChartScatter plotNormal probability plotTimeseries plotFrequency distribution:-Grouped UngroupedSummary measures:-Mean, Median, ModeVariance and standard deviations Skewness, kurtosis , quartilesMin, Max and range E-books full course :-Basic Statistics Probability theory Statistical inference:Linear regression analysisData management tools.