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Statistical Application Development with R and Python

For R, we need pscl
and ROCR
packages. The path settings are dealt with to kick-off the chapter:
setwd("MyPath/R/Chapter_07")
library(RSADBE) library(pscl) library(ROCR)
Chapter_10_CART_and_Beyond.ipynb
in the output folder:We are now set to begin the proceedings.
Consider the problem of modeling the completion of a stat course by students based on their Scholastic Assessment Test in the subject of mathematics SAT-M scores at the time of their admission. After the completion of the final exams we know which students successfully completed the course and which of them failed. Here, the output pass/fail may be represented by a binary number 1/0. It may be fairly said that the higher the SAT-M scores at the time of admission to the course, the more likelihood of the candidate completing the course. This problem...
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