Review of the fundamental concepts of probability Exploratory data analysis: quantitative and...

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• 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

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