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Homework answers / question archive / Assessment: Stratification and Variance Explained, Part 2 comprehension Check In the second part of this assessment, you'll analyze a set of mother and daughter heights, also from GaltOnFamiIi es
Assessment: Stratification and Variance Explained, Part 2
comprehension Check
In the second part of this assessment, you'll analyze a set of mother and daughter heights, also from
GaltOnFamiIi es.
Define female_heights, a set of mother and daughter heights sampled from GaltonEami1ies, as follows:
set.seed(1989) #if you are using R 3.5 or earlier set.seed(1989, #if you are using R 3.6 or later library (HistData) dataC"GaItonFami lies " )
female_heights Gal ton Fami I i filter(gender "female")
ungroup select(mother, chi IdHeight) rename(daughter chi dHe ight)
Calculate the mean and standard deviation of mothers' heights, the mean and standard deviation of daughters' heights, and the correlaton coefficient between mother and daughter heights.
Mean of mothers heights
64.125
64.125
Correlation |
coefficient |
Standard deviation of mothers' heights
0.32 |
x
0.32
Mean of daughters' heights
x
65
Standard deviation of daughters' heights
x
Question 9
0.0/3.0 points (graded)
Calculate the slope and intercept of the regression line predicting daughters' heights given mothers' heights. Given an increase in mother's height by 1 inch, how many inches is the daughter's height expected to change?
Slope of regression line predicting daughters' height from mothers' heights
1.5
1.5
Intercept of regression line predicting daughters' height from mothers' heights
2
2
Change in daughter's height in inches given a 1 inch increase in the mother's height
0.5
0.5
You have used 4 of 10 attempts
mother height mean: 64.125
mother height standard deviation:2.289292
daughter height mean:64.28011
daughter height standard deviation: 2.39416
Correlation coeff:0.3245199
slope of regression line predicting daughters height from mothers height: 0.3394
intercept of regression line predicting daughters height from mothers height: 42.5170
Change in daughters height given 1 inch change in mothers height: 0.3394