Please take a look at the attached Excel worksheet.
The two data sets and accompanying graphs represent the same findings. The y values are encoded as yes/No (1/0) in the first data set and as observed probability in the second data set.
The Intercept and slope is displayed on each graph and you will notice they are different.
Why are they different and what graph is the more accurate?