Some web-based resources on the data analysis that is needed for good gender analysis:

Very clear explanation of correlation and regression line for two variable case
Timelines
Introduction to dummy variable (1)
Introduction to dummy variable (2)
Introduction to ANOVA and MANOVA - t-test equivalent for multiple categories