= 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''' ||<^24%>'''Lecturer''' ||<^55%>'''Topic''' || ||<^21%>06-Oct-05 ||<^24%>Ian Nimmo-Smith ||<^55%> [[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%>13-Oct-05 ||<^24%>Peter Watson ||<^55%> [[http://www.mrc-cbu.cam.ac.uk/Statistics/Resources/Lectures2005/2-eda-PW.ppt|Exploratory Data Analysis]] || ||<^21%>20-Oct-05 ||<^24%>Ian Nimmo-Smith ||<^55%> [[http://www.mrc-cbu.cam.ac.uk/Statistics/Resources/Lectures2005/3-categorical-INS.ppt|Categorical data analysis]] || ||<^21%>27-Oct-05 ||<^24%>Peter Watson ||<^55%> [[http://www.mrc-cbu.cam.ac.uk/Statistics/Resources/Lectures2005/4-regression-PW.ppt|Simple and multiple linear regression]] || ||<^21%>03-Nov-05 ||<^24%>Peter Watson ||<^55%> [[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% height="59px">10-Nov-05 ||<^24% height="59px">Ian Nimmo-Smith ||<^55% height="59px"> [[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%>17-Nov-05 ||<^24%>Peter Watson ||<^55%> [[http://www.mrc-cbu.cam.ac.uk/Statistics/Resources/Lectures2005/7-power-PW.ppt|Power analysis]] || ||<^21%>24-Nov-05 ||<^24%>Ian Nimmo-Smith ||<^55%> [[http://www.mrc-cbu.cam.ac.uk/Statistics/Resources/Lectures2005/8-repeated-INS.ppt|Repeated Measures and Mixed Model ANOVA]] || ||<^21%>01-Dec-05 ||<^24%>Ian Nimmo-Smith ||<^55%> [[http://www.mrc-cbu.cam.ac.uk/Statistics/Resources/Lectures2005/9-posthocs-INS.ppt|Post-hoc tests, multiple comparisons, contrasts and handling interactions]] || ||<^21%>08-Dec-05 ||<^24%>Peter Watson ||<^55%>[[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/|Return 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 -~