Simple Linear Regression Models

14-1 2008 Raj JainCSE567 MWashington University in St. LouisSimple Linear Simple Linear Regression ModelsRegression ModelsRaj Jain Washington University in Saint LouisSaint Louis, MO slides are available on-line at: ~jain/cse567-08/14-2 2008 Raj JainCSE567 MWashington University in St. of a Good of model of deviation of Intervals for Regression Intervals for Tests for verifying Regression Assumption14-3 2008 Raj JainCSE567 MWashington University in St. LouisSimple Linear Regression ModelsSimple Linear Regression Models ! Regression model : Predict a response for a given set of predictor variables.!Response Variable: Estimated variable!Predictor Variables: Variables used to predict the response. predictors or factors! Linear Regression Models : Response is a Linear function of predictors. ! Simple Linear Regression Models : Only one predictor14-4 2008 Raj JainCSE567 MWashington University in St. LouisDefinition of a Good ModelDefinition of a Good ModelxyxyxyxyGoodGoodBad14-5 2008 Raj JainCSE567 MWashington University in St.

Linear Regression Models: Response is a linear function of predictors. ! Simple Linear Regression Models: Only one predictor. 14-4 Washington University in St. Louis CSE567M ©2008 Raj Jain ... All tests for independence simply try to find dependence. 14-41 Washington University in St. Louis CSE567M ©2008 Raj Jain Independent Errors (Cont) 2 ...

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