5/4/2020

How to Use the App

Using the data provided by Galton Families dataset, we fit a linear model to predict a child’s height based on the gender and parent’s average height.

Galton Families Dataset

The data used in the app comes from the GaltonFamilies dataset contained in the HistData package.

Summary of the Dataset

##      family        father         mother      midparentHeight    children     
##  185    : 15   Min.   :62.0   Min.   :58.00   Min.   :64.40   Min.   : 1.000  
##  066    : 11   1st Qu.:68.0   1st Qu.:63.00   1st Qu.:68.14   1st Qu.: 4.000  
##  120    : 11   Median :69.0   Median :64.00   Median :69.25   Median : 6.000  
##  130    : 11   Mean   :69.2   Mean   :64.09   Mean   :69.21   Mean   : 6.171  
##  166    : 11   3rd Qu.:71.0   3rd Qu.:65.88   3rd Qu.:70.14   3rd Qu.: 8.000  
##  097    : 10   Max.   :78.5   Max.   :70.50   Max.   :75.43   Max.   :15.000  
##  (Other):865                                                                  
##     childNum         gender     childHeight   
##  Min.   : 1.000   female:453   Min.   :56.00  
##  1st Qu.: 2.000   male  :481   1st Qu.:64.00  
##  Median : 3.000                Median :66.50  
##  Mean   : 3.586                Mean   :66.75  
##  3rd Qu.: 5.000                3rd Qu.:69.70  
##  Max.   :15.000                Max.   :79.00  
## 

Scatterplot of the Data