Fill in the blanks.a. In the Mallows’ Cp criterion, the value of p is_______.b. In all-subsets regression, subsets that have values of Cp close to _______ or smaller than should be considered candidates for the final regression model.c. The value of Cp for the regression equation that contains all potential predictor variables is ________.
Correlation
Correlation defines a relationship between two independent variables. It tells the degree to which variables move in relation to each other. When two sets of data are related to each other, there is a correlation between them.
Linear Correlation
A correlation is used to determine the relationships between numerical and categorical variables. In other words, it is an indicator of how things are connected to one another. The correlation analysis is the study of how variables are related.
Regression Analysis
Regression analysis is a statistical method in which it estimates the relationship between a dependent variable and one or more independent variable. In simple terms dependent variable is called as outcome variable and independent variable is called as predictors. Regression analysis is one of the methods to find the trends in data. The independent variable used in Regression analysis is named Predictor variable. It offers data of an associated dependent variable regarding a particular outcome.
Fill in the blanks.
a. In the Mallows’ Cp criterion, the value of p is_______.
b. In all-subsets regression, subsets that have values of Cp close to _______ or smaller than should be considered candidates for the final regression model.
c. The value of Cp for the regression equation that contains all potential predictor variables is ________.
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