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Page 1: Review of the fundamental concepts of probability Exploratory data analysis: quantitative and graphical data description Estimation techniques, hypothesis

• Review of the fundamental concepts of probability

• Exploratory data analysis: quantitative and graphical data description

• Estimation techniques, hypothesis testing

• Fitting probability distribution and assessing the fitting quality

• Correlation and other measures of association between variables

• Simple Linear Regression

• Multiple Regression

• Model Selection Criteria

• Analysis of Variance

Page 4: Review of the fundamental concepts of probability Exploratory data analysis: quantitative and graphical data description Estimation techniques, hypothesis

Page 5: Review of the fundamental concepts of probability Exploratory data analysis: quantitative and graphical data description Estimation techniques, hypothesis

Page 6: Review of the fundamental concepts of probability Exploratory data analysis: quantitative and graphical data description Estimation techniques, hypothesis

Page 7: Review of the fundamental concepts of probability Exploratory data analysis: quantitative and graphical data description Estimation techniques, hypothesis

Page 8: Review of the fundamental concepts of probability Exploratory data analysis: quantitative and graphical data description Estimation techniques, hypothesis

Page 9: Review of the fundamental concepts of probability Exploratory data analysis: quantitative and graphical data description Estimation techniques, hypothesis

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