This course addresses fundamental topics in statistics and their applications to financial models. The statistical methods include descriptive and exploratory statistical analysis, statistical inference, linear and non-linear regression, principal components and factor models. Financial applications include statistical analysis of portfolio theory, CAPM and multifactor pricing models and financial time series analysis.