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0:04:54
Probability and Statistics: Regression model selection using PRESS residuals
0:05:28
Probability and Statistics: Detecting Outliers using Studentized Residuals in Regression
0:14:54
Probability and Statistics: Stepwise regression
0:03:06
Probability and Statistics: Varying Slope in Regression with Categorical Interaction
0:05:09
Regression with categorical or dummy explanatory variables
0:05:30
Statistics and probability- Test on significance of a subset variables in Multiple Regression
0:08:50
Statistics and probability- Test on an Individual Coefficient in Multiple Regression
0:07:42
Statistics and probability- Choice of Multiple Regression Model with Coefficient of Determination
0:07:10
Statistics and probability- Confidence interval for a single response in multiple Linear regression
0:08:49
Statistics and probability- Confidence interval for the mean response in multiple Linear regression
0:08:56
Statistics and probability- Hypothesis testing of coefficients in multiple Linear regression
0:05:02
Statistics and probability- Multiple Linear Regression with Analysis of Variance
0:08:10
Statistics and probability- Estimating Linear Regression Model using Matrices
0:04:45
Statistics and probability- Introduction of polynomial linear regression
0:06:29
Statistics and probability- Introduction of multiple linear regression
0:10:03
Statistics and probability- Correlation coefficient, Slope Coefficient, Coefficient of Determination
0:05:21
Statistics and probability - Data transformation in linear regression
0:12:03
Statistics and probability - Test for Linearity of Regression model
0:07:21
Statistics and probability - Analyzing Linear Regression line by an analysis-of-variance approach
0:05:31
Statistics and probability - Prediction with Linear Regression
0:06:45
Statistics and probability - Coefficient of Determination in Linear Regression
0:08:23
Statistics and probability - Statistical Inference on the Intercept in Linear Regression
0:09:34
Statistics and probability - Hypothesis Testing on the Slope in Linear Regression
0:06:30
Statistics and probability - Confidence Interval for linear regression coefficients
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