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Statistical Methods for Cognitive Psychologists
Michaelmas 2012
Level
- This is a course planned with the needs in mind of a graduate student starting as a PhD student at the MRC Cognition and Brain Sciences and related institutions. It will in addition be open to others e.g. research assistants, junior scientists, visitors.
Style
- The presentation will be as fairly formal lectures, each aiming
- to outline a particular class of methods
- to give examples of it being applied to realistic situations
- to indicate how to implement it using software available at CBU
- The presentation will be as fairly formal lectures, each aiming
Location
All Lectures will take place in the CBU Lecture Theatre on Thursdays from 11 am till 12 noon and are being given by PeterWatson who will welcome any feedback.
Links to updated PowerPoint and PDF files of the lecture notes are being added during the progress of the course and may be downloaded to your desktop.
- A synopsis of the lectures is [:Synopsis2008:here].
Lecture notes from last year's course are available [:StatsCourse2011:here].
Date |
Topic |
04-Oct-12 |
[attachment:eda.zip Exploratory Data Analysis] |
11-Oct-12 |
[attachment:reg.zip Simple and multiple linear regression] |
18-Oct-12 |
[attachment:GLM.zip The General Linear Model and complex designs including Analysis of Covariance] |
25-Oct-12 |
[attachment:category.zip Categorical Data Analysis] |
08-Nov-12 |
ANOVA of balanced multi-factorial designs: between subject designs, and single subject studies |
15-Nov-12 |
Repeated Measures and Mixed Model ANOVA |
22-Nov-12 |
Post-hoc tests, multiple comparisons, contrasts and handling interactions |
29-Nov-12 |
Power analysis |
06-Dec-12 |
Latent variable models: factor analysis and all that |