Using the data, fit an appropriate regression model to determine whether time spent studying (hours) is a...

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Using the data, fit an appropriate regression model to determinewhether
time spent studying (hours) is a useful predictor of the chance ofpassing the exam (result, 0=fail 1=pass). Formally assess
the overall fit of the model.
DATA three;
INPUT result hours;
/* result=0 is fail; result=1 is pass */
cards;
0 0.8
0 1.6
0 1.4
1 2.3
1 1.4
1 3.2
0 0.3
1 1.7
0 1.8
1 2.7
0 0.6
0 1.1
1 2.1
1 2.8
1 3.4
1 3.6
0 1.7
1 0.9
1 2.2
1 3.1
0 1.4
1 1.9
0 0.4
0 1.6
1 2.5
1 3.2
1 1.7
1 1.9
0 2.2
0 1.3
1 1.5
;
run;

Answer & Explanation Solved by verified expert

3.7 Ratings (358 Votes)

Question Solution We can run a logistic regression to answer this question Following is the python code that you can use to find the regression result import pandas as pd import numpy as np from sklearn import preprocessing import matplotlibpyplot as plt pltrcfont size14 from See Answer

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