Все публикации

Probability and Statistics: Regression model selection using PRESS residuals

Probability and Statistics: Detecting Outliers using Studentized Residuals in Regression

Probability and Statistics: Stepwise regression

Probability and Statistics: Varying Slope in Regression with Categorical Interaction

Regression with categorical or dummy explanatory variables

Statistics and probability- Test on significance of a subset variables in Multiple Regression

Statistics and probability- Test on an Individual Coefficient in Multiple Regression

Statistics and probability- Choice of Multiple Regression Model with Coefficient of Determination

Statistics and probability- Confidence interval for a single response in multiple Linear regression

Statistics and probability- Confidence interval for the mean response in multiple Linear regression

Statistics and probability- Hypothesis testing of coefficients in multiple Linear regression

Statistics and probability- Multiple Linear Regression with Analysis of Variance

Statistics and probability- Estimating Linear Regression Model using Matrices

Statistics and probability- Introduction of polynomial linear regression

Statistics and probability- Introduction of multiple linear regression

Statistics and probability- Correlation coefficient, Slope Coefficient, Coefficient of Determination

Statistics and probability - Data transformation in linear regression

Statistics and probability - Test for Linearity of Regression model

Statistics and probability - Analyzing Linear Regression line by an analysis-of-variance approach

Statistics and probability - Prediction with Linear Regression

Statistics and probability - Coefficient of Determination in Linear Regression

Statistics and probability - Statistical Inference on the Intercept in Linear Regression

Statistics and probability - Hypothesis Testing on the Slope in Linear Regression

Statistics and probability - Confidence Interval for linear regression coefficients