A 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 and Statistical Analysis using SPSS.
Early Bird rate is available for up to 4 weeks before the session runs.
Contact us on stathelp@imperial.ac.uk for any queries.
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
Fees and dates 2024-2025
Course Fees
EARLY BIRD RATE
£594 : Imperial College only.
£828 : External rate.
STANDARD RATE
£660 : Imperial College only.
£920 : External rate
* Please refer to Cancellation Policy before registering
Dates
- Tuesday 19 & Wednesday 20 November 2024
- Tuesday 27 & Wednesday 28 May 2025
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.