review of the fundamental concepts of probability exploratory data analysis: quantitative and...
Post on 21-Dec-2015
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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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