This short course is intended to provide basic knowledge to graduate students outside the field of statistics to intimate them with the methods and approaches of the classical regression model. Topics ...

Linear Regression vs. Multiple Regression Example . Consider an analyst who wishes to establish a relationship between the daily change in a company's stock prices and daily changes in trading volume.

Multiple regression is one of the most powerful tools in the basic statistical toolkit. Although simple to apply, it is prone to over- and misinterpretation without attention to diagnostics.

The course will focus on simple and multiple linear regression with both categorical and continuous covariates. ... Laboratory for Interdisciplinary Statistical Analysis. Department of Applied ...