Essentials of Statistics fot the Social and Behavioral Sciences by Kaufman and Kaufman

Complete textbook for various statistical analyses

General outline of the most common statistical tests and representations used in Psychology research

Basics of Psychology by Jarkko Isotalo

Summary of points from across various textbooks and resources; lots of illustrations and examples for easy understanding.

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Zip package including Factor 10.9.02 

It is useful for factor analysis and has functions for various kinds of correlations not on SPSS