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Please answer the questions below : A doctor wants to study the factors that influence the systolic blood pressure. From the literature, he finds that

Please answer the questions below :

A doctor wants to study the factors that influence the systolic blood pressure. From the literature, he finds that the systolic blood pressure can be explained by gestation period, weight (kg), and age (days) for infants.

a)Develop the research model and identify the independent, dependent, mediation, and moderation variables, if any.

b)Write the hypotheses.

c)Based on the following regression output,

i.Are all basic assumptions of regression met? Explain.

ii.Is the requirement of model fit fulfilled? Explain.

iii.Interpret the output of hypothesis testing.

image text in transcribedimage text in transcribed
Variables Entered/Removed Model Variables Variables Entered Removed Method weight_kgm, Enter gestation, age_day a. All requested variables entered. b. Dependent Variable: systolic_bp Model summary Model Adjusted R Std. Error of the Square Estimate R R Square 959a 919 907 2.38037 a. Predictors: (Constant), weight_kgm, gestation, age_day ANOVA Model Sum of Squares df Mean Square F Sig. Regression 1346.370 3 448.790 79.205 000 Residual 118.990 21 5.666 Total 1465.360 24 a. Predictors: (Constant), weight_kgm, gestation, age_day b. Dependent Variable: systolic_bpModel Unstandardized Standardized Coefficients Coefficients Sig Collinearity Statistics B Std. Error Beta Tolerance VIF (Constant) 63.938 5.435 9.936 gestation -.687 861 .057 -.798 434 754 1.326 age_day 5.575 623 826 8.944 000 453 2.205 weight_kgm 3.249 1.591 199 2.443 034 408 2.453 Normal Q-Q Plot of systolic_bp Expected Normal 70 160 110 Observed Value Detrended Normal Q-Q Plot of systolic_bp D4- 0.2- Dev from Normal 60000 04 50 95 100 105 115 Observed Value

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