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Statistical Methods for Cognitive Psychologists

Michaelmas 2003

  • 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
  • Location

    • Lectures will take place in the West Wing Lecture Theatre on Thursdays from 12 am till 1 p.m. and are being given by Ian Nimmo-Smith and Peter Watson 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.





Ian Nimmo-Smith

The anatomy of statistical methods: models, hypotheses, significance and power


Peter Watson

Exploratory Data Analysis


Peter Watson

Simple and multiple linear regression


Ian Nimmo-Smith

Categorical data analysis


Peter Watson

ANOVA of balanced multi-factorial designs: between subject designs, and single subject studies


Ian Nimmo-Smith

The General Linear Model and complex designs including Analysis of Covariance


Ian Nimmo-Smith

Repeated Measures and Mixed Model ANOVA


Peter Watson

Power analysis


Ian Nimmo-Smith

Post-hoc tests, multiple comparisons, contrasts and handling interactions


Peter Watson

Latent variable models: factor analysis and all that

[Last updated on 11 December, 2003]

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These pages are maintained by Ian Nimmo-Smith and Peter Watson