### Model for multiple linear regression

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Fit a multiple linear regression model for predicting the hospital duration using age, sex, body temperature, white blood cell counts, antibiotic use, blood culture and service (medication vs. surgery) Use a cut off value of 0.10 to assess the significance of the predictors. Identify all significant predictors. Assess the model fit for the multiple linear regression model using appropriate statistics and graphics. With this identify outliers and influential observations using appropriate statistics that can be generated in SPSS

Fit a multiple linear regression model for predicting the hospital duration using age, sex, body temperature, white blood cell counts, antibiotic use, blood culture and service (medication vs. surgery). Using a cut-off value of 0.10 to assess the significance of the predictors. Identify all significant predictors.

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