# A researcher used stepwise regression to create regression models to

Problem 4: A researcher used stepwise regression to create regression models to predict BirthRate (births per 1,000) using five predictors: LifeExp (life expectancy in years), InfMort (infant mortality rate), Density (population density per square kilometer), GDPCap (Gross Domestic Product per capita), and Literate (literacy percent). Interpret these results. Regression Analysis—Stepwise Selection (best mode of each size) 153 Observations BirthRate is the dependent variable p-values for the coefficients Nvar LifeExp InfMort Densit GDPCap Literate S Adj R2 R2 1 .0000 6.318 .722 .724 2 .0000 .0000 5.334 .802 .805 3 .0000 .0242 .0000 5.261 .807 .811 4 .5764 .0000 .0311 .0000 5.273 .806 .812 5 .5937 .0000 .6289 .0440 .0000 5.287 .805 .812

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