By Hugh Coolican (Sixth Edition, 2014)

Complete walkthrough for Research statistics for beginners; includes theories, hand calculations, SPSS steps and demos. 

By Open University of Hong Kong

This complete textbook covers the most essential concepts in Statistics and data analysis related to Psychology

By Cohen−Swerdlik (7th edition, McGraw Hill)

An introduction to tests and measuremens used in Psychology research and practice.