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Line 2: Line 2: Line 3: Line 4: Line 4: Line 6: Line 5: Line 8: Line 6: Line 10: * The presentation will be as fairly formal lectures, each aiming * The presentation will be as fairly formal lectures, each aiming Line 10: Line 15: Line 11: Line 18: Line 12: Line 20: Line 13: Line 22: ||'''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] || Line 25: Line 23: ||'''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] || Line 27: Line 36: [:CbuStatistics:Return to Statistics main page] Line 29: Line 37: [http://www.mrc-cbu.cam.ac.uk/ Go to CBU main page] [wiki:CbuStatistics Return to Statistics main page][http://www.mrc-cbu.cam.ac.uk/ Return to CBU main page] Line 33: Line 43: ~-Last updated on 9 December 2005 -~ ~- Last updated on 9 December 2005 -~

# 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

Links to updated PowerPoint and PDF files of the lecture notes are being added during the progress of the course.

 Date Lecturer Topic 06-Oct-05 Ian Nimmo-Smith [http://www.mrc-cbu.cam.ac.uk/Statistics/Resources/Lectures2005/1-anatomy-INS.ppt The anatomy of statistical methods: models, hypotheses, significance and power] 13-Oct-05 Peter Watson [http://www.mrc-cbu.cam.ac.uk/Statistics/Resources/Lectures2005/2-eda-PW.ppt Exploratory Data Analysis] 20-Oct-05 Ian Nimmo-Smith [http://www.mrc-cbu.cam.ac.uk/Statistics/Resources/Lectures2005/3-categorical-INS.ppt Categorical data analysis] 27-Oct-05 Peter Watson [http://www.mrc-cbu.cam.ac.uk/Statistics/Resources/Lectures2005/4-regression-PW.ppt Simple and multiple linear regression] 03-Nov-05 Peter Watson [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] 10-Nov-05 Ian Nimmo-Smith [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] 17-Nov-05 Peter Watson 24-Nov-05 Ian Nimmo-Smith [http://www.mrc-cbu.cam.ac.uk/Statistics/Resources/Lectures2005/8-repeated-INS.ppt Repeated Measures and Mixed Model ANOVA] 01-Dec-05 Ian Nimmo-Smith [http://www.mrc-cbu.cam.ac.uk/Statistics/Resources/Lectures2005/9-posthocs-INS.ppt Post-hoc tests, multiple comparisons, contrasts and handling interactions] 08-Dec-05 Peter Watson [http://www.mrc-cbu.cam.ac.uk/Statistics/Resources/Lectures2005/10-factoranalysis-PW.ppt Latent variable models: factor analysis and all that]

[wiki: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

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