Can anyone assist me and tell me if they are aware of any advances in multidimensional data analysis in the behavioural sciences?
Dear Paul
Advances from which year forward? This year's paper may give you some hints.
The Psychometric Assessment of Human Life History Strategy: A Meta-Analytic Construct Validation
Figueredo, Aurelio José; Wolf, Pedro Sofio Abril; Olderbak, Sally Gayle; Gladden, Paul Robert; Fernandes, Heitor Barcellos Ferreira; et al. Evolutionary Behavioral Sciences, suppl. 38.3 (July 2014): 148-185.
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Best regards
Béatrice
Thank you Beatrice. You ask a good question about from when I am interested in hearing about advances? I guess I mean the last 10-15 years or the digital age. Thank you for the suggestion, I wiil read this.
Paul
Actually I am not able to locate advances from the last 10-15 years. All methods have deeper roots but are of course modified times and again. Here are some references:
Armitage, Christopher J.; Conner, Mark (2001). Efficacy of the Theory of Planned Behaviour: A meta-analytic review. British Journal of Social Psychology (2001), 40, 471–499
Breslow, N.E.; Clayton, D.G. (1993). "Approximate Inference in Generalized Linear Mixed Models". Journal of the American Statistical Association 88 (421): 9–25. doi:10.2307/2290687. JSTOR 2290687.
Cohen, J., Cohen P., West, S.G., & Aiken, L.S. (2003). Applied multiple regression/correlation analysis for the behavioral sciences. (2nd ed.) Hillsdale, NJ: Lawrence Erlbaum Associates
Fitzmaurice, Garrett M.; Laird, Nan M.; Ware, James H. (2004). Applied longitudinal analysis. Hoboken, NJ: Wiley-Interscience. ISBN 0-471-21487-6.
Rasch Models for Ordered Response Categories. David Andrich Published Online: 15 OCT 2005 DOI: 10.1002/0470013192.bsa541 Copyright © 2005 John Wiley & Sons, Ltdhttp://onlinelibrary.wiley.com/doi/10.1002/0470013192.bsa541/abstract
and we all have our favorite textbook when it comes to statistics in psychology and I presume that it is the case also in other behavioral fields of science,
Béatrice
This is an innovative paper that would appear to meet your requirements
Steele, FA & Goldstein, H 2006, 'A Multilevel Factor Model for Mixed Binary and Ordinal Indicators of Women's Status' Sociological Methods and Research, vol 35 (1), pp. 137 - 153., 10.1177/0049124106289112
which was developed into this with greater empasis on dealing with missing values
Harvey Goldstein , James Carpenter, Michael G Kenward and Kate A Levin (2009
Multilevel models with multivariate mixed response types; Statistical Modelling, 2009; 9(3): 173–197
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