StatsCourse2021 - CBU statistics Wiki
location: StatsCourse2021

Statistical Methods for Cognitive Psychologists

Michaelmas 2021

  • 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

    • All Lectures will take place on zoom on Thursdays from 11 am till 12 noon and are being given by PeterWatson who will welcome any feedback. I will circulate a zoom link on the week of each talk.

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 here.

  • Lecture notes from last year's course are available here.

Talk slides and demo files will be added below as we go through the course. Recordings of the talks will be placed here.

Date

Topic

07-Oct-21

Exploratory Data Analysis

14-Oct-21

Simple and multiple linear regression

21-Oct-21

The General Linear Model and complex designs including Analysis of Covariance

28-Oct-21

Categorical Data Analysis

04-Nov-21

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

11-Nov-21

Repeated Measures and Mixed Model ANOVA

18-Nov-21

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

25-Nov-21

Power analysis

02-Dec-21

Latent variable models: factor analysis and all that

None: StatsCourse2021 (last edited 2021-10-13 08:56:57 by PeterWatson)