= Statistical Methods for Cognitive Psychologists = === Michaelmas 2005 === * '''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 11 am till 12 noon and are being given by [mailto:ian.nimmo-smith@mrc-cbu.cam.ac.uk Ian Nimmo-Smith] and [mailto:peter.watson@mrc-cbu.cam.ac.uk 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''. ||'''Date''' ||<55% style="vertical-align: top;">'''Topic''' || ||<21% style="vertical-align: top;">06-Oct-05 ||<55% style="vertical-align: top;"> [http://www.mrc-cbu.cam.ac.uk/Statistics/Resources/Lectures2005/1-anatomy-INS.ppt The anatomy of statistical methods: models, hypotheses, significance and power] || ||<21% style="vertical-align: top;">13-Oct-05 ||<55% style="vertical-align: top;"> [http://www.mrc-cbu.cam.ac.uk/Statistics/Resources/Lectures2005/2-eda-PW.ppt Exploratory Data Analysis] || ||<21% style="vertical-align: top;">20-Oct-05 ||<55% style="vertical-align: top;"> [http://www.mrc-cbu.cam.ac.uk/Statistics/Resources/Lectures2005/3-categorical-INS.ppt Categorical data analysis] || ||<21% style="vertical-align: top;">27-Oct-05 ||<55% style="vertical-align: top;"> [http://www.mrc-cbu.cam.ac.uk/Statistics/Resources/Lectures2005/4-regression-PW.ppt Simple and multiple linear regression] || ||<21% style="vertical-align: top;">03-Nov-05 ||<55% style="vertical-align: top;"> [http://www.mrc-cbu.cam.ac.uk/Statistics/Resources/Lectures2005/5-ANOVA-PW.ppt ANOVA of balanced multi-factorial designs: between subject designs, and single subject studies] || ||<21% style="vertical-align: top;">10-Nov-05 ||<55% style="vertical-align: top;"> [http://www.mrc-cbu.cam.ac.uk/Statistics/Resources/Lectures2005/6-GLM-INS.ppt The General Linear Model and complex designs including Analysis of Covariance] || ||<21% style="vertical-align: top;">17-Nov-05 ||<55% style="vertical-align: top;"> [http://www.mrc-cbu.cam.ac.uk/Statistics/Resources/Lectures2005/7-power-PW.ppt Power analysis] || ||<21% style="vertical-align: top;">24-Nov-05 ||<55% style="vertical-align: top;"> [http://www.mrc-cbu.cam.ac.uk/Statistics/Resources/Lectures2005/8-repeated-INS.ppt Repeated Measures and Mixed Model ANOVA] || ||<21% style="vertical-align: top;">01-Dec-05 ||<55% style="vertical-align: top;"> [http://www.mrc-cbu.cam.ac.uk/Statistics/Resources/Lectures2005/9-posthocs-INS.ppt Post-hoc tests, multiple comparisons, contrasts and handling interactions] || ||<21% style="vertical-align: top;">08-Dec-05 ||<55% style="vertical-align: top;">[http://www.mrc-cbu.cam.ac.uk/Statistics/Resources/Lectures2005/10-factoranalysis-PW.ppt Latent variable models: factor analysis and all that] || ---- [:CbuStatistics:Return to Statistics main page] [http://www.mrc-cbu.cam.ac.uk/ Go to CBU main page] These pages are maintained by [mailto:ian.nimmo-smith@mrc-cbu.cam.ac.uk Ian Nimmo-Smith] and [mailto:peter.watson@mrc-cbu.cam.ac.uk Peter Watson] ~-Last updated on 9 December 2005 -~