A. What is the most important independent variable in the determination of infant birth weight? Hint: examine the values of t B. Holding all other variables equal, how much more will a male infant weigh than a female infant? C. Holding all variables equal, how much more will an infant weigh with a gestational age at birth two weeks more than another infant?

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Practice Problem 6- Interpreting
Multiple Linear Regression Analysis
Outcome = infant birth weight, grams
Using the data from the tabie:
Independent Regression
variable
What is the most important independent
variable in the determination of infant
birth weight? Hint: examine the values of t
A.
t
p-value
coefficient
Intercept
-3850.92
-11.56
0.0001
Holding all other variables equal, how
much more will a male infant weigh than a
female infant?
Male gender| 174.79
0.06
0.0001
B.
Gestational
179.89
22.35
0.0001
age, weeks
Holding all variables equal, how much
more will an infant weigh with a
gestational age at birth two weeks more
than another infant?
Mother's
1.38
0.47
0.6361
C.
age, years
Black race
-128.46
-1.93
0.0535
Hispanic race -13.07
-0.37
0.7103
Other race
-68.67
-1.05
0.2918
Transcribed Image Text:Practice Problem 6- Interpreting Multiple Linear Regression Analysis Outcome = infant birth weight, grams Using the data from the tabie: Independent Regression variable What is the most important independent variable in the determination of infant birth weight? Hint: examine the values of t A. t p-value coefficient Intercept -3850.92 -11.56 0.0001 Holding all other variables equal, how much more will a male infant weigh than a female infant? Male gender| 174.79 0.06 0.0001 B. Gestational 179.89 22.35 0.0001 age, weeks Holding all variables equal, how much more will an infant weigh with a gestational age at birth two weeks more than another infant? Mother's 1.38 0.47 0.6361 C. age, years Black race -128.46 -1.93 0.0535 Hispanic race -13.07 -0.37 0.7103 Other race -68.67 -1.05 0.2918
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