Question
Definefemale_heights, a set of mother and daughter heights sampled fromGaltonFamilies, as follows: set.seed( 1989 ) # if you are using R 3.5 or earlier set.seed(
Definefemale_heights, a set of mother and daughter heights sampled fromGaltonFamilies, as follows:
set.seed(1989) #if you are using R 3.5 or earlier set.seed(1989, sample.kind="Rounding") #if you are using R 3.6 or later library(HistData) data("GaltonFamilies") female_heights <- GaltonFamilies%>% filter(gender == "female") %>% group_by(family) %>% sample_n(1) %>% ungroup() %>% select(mother, childHeight) %>% rename(daughter = childHeight)
Question 1 - 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 -
Standard deviation of mothers' heights -
Mean of daughters' heights -
Standard deviation of daughters' heights -
Correlation Coefficient -
Question 2 - 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 -
Intercept of regression line predicting daughters' height from mothers' heights -
Change in daughter's height in inches given a 1 inch increase in the mother's height -
Question 3 - What percent of the variability in daughter heights is explained by the mother's height? Report your answer as a value between 0 and 100.
Question 4 - A mother has a height of 60 inches. What is the conditional expected value of her daughter's height given the mother's height?
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