picA two-days practical PC-based workshop, following on from the introduction, presenting more advanced statistical techniques such as ANOVA, ANCOVA, Multiple Regression, Logistic Regression, ROC Curves and Survival analysis.

The main focus is on the statistical method: choosing the one that is appropriate for your data followed by the model specification and interpretation of the results.

Course Tutor: Joseph Eliahoo

This course has been approved by the Royal College of Physicians for 12 CPD credits.

Entry requirements: some familiarity with statistics and SPSS, to at least the level of Introduction to Statistics Using SPSS or Data Management & Statistical Analysis Using SPSS.

Course Content

Two-way Analysis of Variance (Two-way ANOVA)

        - interpreting interactions

 Multiple linear regression

        - including stepwise selection methods and regression diagnostics

Analysis of covariance (ANCOVA)

 Logistic regression

        - Odds ratios, Likelihood ratio test, Hosmer-Lemeshow test, Diagnostic tests and ROC curves

 Survival analysis

        - Life tables, Kaplan-Meier survival graphs, Log-rank test and Tarone-Ware test, Cox proportional hazards regression and Diagnostics for proportional hazards


Early Bird rate is available for up to 4 weeks before the session runs.

Any problems with booking, please contact us on stathelp@imperial.ac.uk

Fees and dates 2023-2024

Course Fees


£540 : Imperial College only.

£828 : External rate.


£600 : Imperial College only.

£920 : External rate

* Click here for Cancellation Policy


  • Tuesday 07 & Wednesday 08 November 2023
  • Tuesday 04 & Wednesday 05 June 2024

Please CLICK HERE to be redirected to the registration forms and booking links.

Time and Location

The courses will be run online via Microsoft Teams from 9:30am to 4:30pm on the dates mentioned.

Details will be sent a week before the course date.