An introduction to the theory of statistics to non-specialists.
The method of Ordinary Least Squares will be discussed as will the notion of correlation. The theory of probability will be developed including: conditional probability and mutually exclusive events. Discrete and continuous probability distributions will also be investigated and applied to real world problems. Inferential statistics will also be introduced calculating 95% and 99% confidence intervals and performing hypothesis tests. The chi squared distribution will also be applied to contingency tables and to goodness of fit models.