I recommend 

Multivariable Analysis : A Practical Guide for Clinicians
by Mitchell H. Katz (Author)

For absolute beginners who are interested in an amusing introduction
to medical statistics:
they cover logistic regression, multiple regression and PH-REG
(proportional hazards regression) almost in depth.  As well they cover
confounding, p-value and many interesting things.

Mostly it reads like a medical mystery book more than a statistics
book even when discussing cox regression, which is why I call it
amusing to read..

The original text requested was "Interpretation and Uses of Medical
Statistics." which is a wide and comprehensive guide to medical
stats..
.
.
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