Reference for Use of Linear Mixed Models for Cross-over (Counter-balanced) designs

February 7, 2012

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Check Chapter 8 of: Berger, M.P.F., & Wong, W.K. (2009). An introduction to optimal designs for social and biomedical research. Chichester, UK: Wiley. Alternative Link

From SPSS Switzerland

January 19, 2012

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A little nugget I found doing a search on “interpretation of rho in AR1″…(NOTE it opens a .pdf file on a new window). Technical Report : Linear mixed effects modeling in SPSS® An Introduction to the MIXED Procedure. http://www.spss.ch/upload/1107355943_LinearMixedEffectsModelling.pdf

Quantitative Data Analysis Part II

August 18, 2011

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Some examples in the literature: MetaAnalysis Face Recognition TBI EF Social Competence TBI Children Article Mild TBI Article RESOURCES: BASIC DATA ANALYSIS: Bivariate Data Analysis with SPSS INTERMEDIATE DATA ANALYSIS: Correlation Resources: SPSS, R, Causality, Interpretation, and APA Style Reporting ADVANCED DATA ANALYSIS: Lecture Notes: .DOC format Slides: .PPT format .PDF format MIXED EFFECTS MODELING USING SPSS HANDOUTSLIDES […]

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Quantitative Data Analysis Part I

July 13, 2011

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Quantitative Data Analysis for Health Research Part I Slides Teacher resources from Kline 2004 Practice Dataset: prac.xls Recommended Reference Books Beyond Significance Testing: Reforming Data Analysis Methods in Behavioral Research (2004) By Rex B. Kline The reviewer’s guide to quantitative methods in the social sciences (2010) By Gregory R. Hancock & Ralph O. Mueller Reading and Understanding Multivariate […]

Posted in: Workshops

DAC SPSS Workshops

April 10, 2011

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Find below the description and links to materials for the SPSS workshops organized by MCYS for the Data Analysis Coordinators and held on April 13th 2011. If you attended any of these workshops please leave your comments for the instructors on the Feedback page of this site. 1.        Introductory Instructor: Matthew Sigal. […]

Posted in: Workshops

Re-structuring datasets in SPSS

January 18, 2011

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Re-structuring datasets in SPSS PPT slides

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Posted in: Data Management

SPSS MIXED

January 12, 2011

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Links to the materials for the workshop at the Ministry of Children and Youth Services 12 Jan 2011 MIXED EFFECTS MODELING USING SPSS <- Handout SLIDES Mixed effects modeling using spss <- SLIDES Datasets glm_example.sav BrykRauden_HighSchool&Beyond.sav wide.sav long.sav dep.sav E.M. Romero Escobar || emromesco@gmail.com

Mixed Models with R

September 3, 2010

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http://cran.r-project.org/doc/contrib/Fox-Companion/appendix-mixed-models.pdf  

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A mixed model for trend analysis

December 19, 2007

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I am working on my first application of PROC MIXED on actual data. I offered to help a professor with trend analysis for a longitudinal study on utterances of infants/toddlers from different linguistic and geographic groups. The n for each group is different and there is attrition at each step. I asked her and her […]

Why Mixed Reviews…

March 9, 2007

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Back in 2007, when I started learning Mixed Effect Modeling using SAS PROC MIXED I kept repeating in my head the phrase “mixed reviews”, as that was what I felt to write about using multilevel modeling for clustered data. I am still using mixed effects (a.k.a., HLM or multilevel modeling) to analyse data, particularly longitudinal […]