Create regression models to predict birth rate by predictors

Reference no: EM13145902

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. BirthRates2 Regression Analysis-Stepwise Selection (best model of each size)
153 observations
BirthRate is the dependent variable
p-values for the coefficients

Nvar LifeExp InfMort Density GDPCap Literate s AdjR2 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

Reference no: EM13145902

Questions Cloud

Explain why an observed value of hours is not unusual : Explain why an observed value of 250 hours is not unusual for an individual light bulb, even though it is outside the confidence interval you calculated.

Products using the relative sales value to split off : Allocate joint costs to the two products using the relative sales value to split off as the allocation basis.

Explain the transfer of energy and bioaccumulation : Explain the transfer of energy and bioaccumulation through primary , secondary, tertiary, and quaternary trophic levels. You may answer this part of the question by drawing a diagram and using arrows where applicable .

Compute the pressure of the hydrogen gas : Assume you carry out an experiment when the atmospheric pressure is 765mmHg and the temp in 24 degrees C. you collect Hydrogen gas and want to know the pressure of the gas

Create regression models to predict birth rate by predictors : 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).

Direct method to allocate support costs : Use the direct method to allocate support costs to each of the two principal operating departments, Engineering and Computer Sciences. Prepare a schedule showing the support costs allocated to each department.

Parking as an optional feature of the membership : At what price, if at all, should Tom and Lynda offer valet parking as an optional feature of the membership? Justify with supporting calculations.

Which is the limiting reactant : Methyl alcohol (CH3OH) is made by reacting carbon monoxide with H2. Starting with 2.5 g of H2 and 30 L of CO, what mass of methyl alcohol could be produced at STP? which is the limiting reactant?

How the concentration of tryptophan influences : For the E. coli lac operon, write the partial diploid genotype for a strain that will produce β-galactosidase constitutively (and shows no elevation of levels with induction) and permease by induction.

User Account

All Pages