Introduces methods, theory, and applications of linear statistical models, covering topics such as estimation, residual diagnostics, goodness of fit, transformations, and various strategies for ...

Well-crafted statistical models allow data scientists to draw conclusions about the world from the limited information present in their data. In this online data science specialization, you will learn ...

EQUATE, etc. Addresses the construction, interpretation, and application of linear statistical models. Specifically, lectures and computer exercises cover ordinary least squares regression models; ...

simple linear model, multivariable regression, and adjusted measure of effect. Identify a regression coefficient as an estimate of a measure of effect that is of interest to a study, and hence realise ...

The main distinction between different types of regression model is that they are used for different types of outcome (eg, linear regression for a continuous outcomes and a logistic regression for a ...

This course is available on the BSc in Accounting and Finance. This course is available as an outside option to students on other programmes where regulations permit and to General Course students.

This course cannot be taken with ST201 Statistical Models and Data Analysis ... Fox (2016) Applied Regression Analysis and Generalized Linear Models. Project (55%) and project (35%) in the ST Week 2.