This article discusses the distribution of hourly wage rates of males and females, correlation between hourly wage and year of education, regression model for hourly wage rate with years of education, hypothesis testing for linearity, and gender discrimination in hourly wages in 1978. The article provides statistical analysis and references for further reading.