= Statistical Methods for Cognitive Psychologists = === Michaelmas 2019 === * '''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 in the '''Lecture Theatre''' on '''Thursdays''' '''from 11 am till 12 noon''' __except on the 5th and 12th December which will both be in the South Pole Large Seminar Room__ and are being given by PeterWatson who will welcome any feedback. ''Links to '''updated''' Power``Point 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 [[StatsCourse2018|here]]. ||'''Date''' ||'''Topic''' || ||10-Oct-19 || [[attachment:EDA20.zip | Exploratory Data Analysis]] || ||17-Oct-19 || [[attachment:REG19.zip | Simple and multiple linear regression]] || ||31-Oct-19 || [[attachment:GLM.zip | The General Linear Model and complex designs including Analysis of Covariance]] || ||07-Nov-19 || [[attachment:CAT19.zip | Categorical Data Analysis]] || ||14-Nov-19 || [[attachment:BAN19.zip | ANOVA of balanced multi-factorial designs: between subject designs, and single subject studies]] || ||21-Nov-19 || [[attachment:RMA19.zip | Repeated Measures and Mixed Model ANOVA]] || ||28-Nov-19 || [[attachment:PHO19.zip | Post-hoc tests, multiple comparisons, contrasts and handling interactions]] || ||05-Dec-19 || [[attachment:POW19.zip | Power analysis]] || ||12-Dec-19 || [[attachment:FAC19.zip | Latent variable models: factor analysis and all that]] ||