Transcription of Simple Linear Regression Models
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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.
1 are estimates from a single sample of size n ⇒ Random ⇒ Using another sample, the estimates may be different. If β 0 and β 1 are true parameters of the population. That is,! Computed coefficients b 0 and b 1 are estimates of β 0 and β 1, respectively.
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