Basic Probability Theory (Dover Books on Mathematics)
Author:Robert B. Ash
This text emphasizes the probabilistic way of thinking, rather than measure-theoretic concepts. Geared toward advanced undergraduates and graduate students, it features solutions to some of the problems. 1970 edition.