John J. McArdle is Senior Professor of Psychology at the University of Southern California where he heads the Quantitative Methods training program. Gilbert Ritschard is Professor of Statistics and project leader at the Swiss National Center of Competence in Research LIVES.
Inhaltsangabe
Part I: Methodological Aspects J.J. McArdle Exploratory Data Mining Using Decision Trees in the Behavioral Sciences. G. Ritschard CHAID and Earlier Supervised Tree Methods. J.Kopf T. Augustin C. Strobl The potential of model-based recursive partitioning in the social sciences -Revisiting Ockham's Razor. A.M. Brandmaier Timo von Oertzen J.J. McArdle U. Lindenberger Exploratory Data Mining with Structural Equation Model Trees. G. Ritschard F. Losa P.Origoni Validating Tree Descriptions of Women's Labor Participation with Deviance-based Criteria. G.A. Marcoulides W.Leite Exploratory Data Mining Algorithms for Conducting Searches in Structural Equation Modeling: A Comparison of Some Fit Criteria. K.J. Grimm N. Ram M. P. Shiyko L. L. Lo A Simulation Study of the Ability of Growth Mixture Models to Uncover Growth Heterogeneity. R. Piccarreta C.H. Elzinga Mining for Association between Life Course Domains. G.Ritschard R. Bürgin M. Studer Exploratory Mining of Life Event Histories. Part II: Applications C.A. Prescott Clinical versus Statistical Prediction of Zygosity in Adult Twin Pairs: An Application of Classification Trees. J.J. McArdle Dealing with Longitudinal Attrition Using Logistic Regression and Decision Tree Analyses. J.J. McArdle Adaptive Testing of the Number Series Test Using Standard Approaches and a New Decision Tree Analysis Approach. T. S. Paskus Using EDM to Identify Academic Risk among College Student-Athletes in the United States. S. B. Scott B. R. Whitehead C. S. Bergeman and L. Pitzer Understanding Global Perceptions of Stress in Adulthood through Tree-Based Exploratory Data Mining. P. Ghisletta Recursive Partitioning to Study Terminal Decline in the Berlin Aging Study. Y. Zhou K.M. Kadlec J. J. McArdle Predicting Mortality from Demographics and Specific Cognitive Abilities in the Hawaii Family Study of Cognition. K. F. Widaman K.J. Grimm Exploratory Analysis of Effects of Prenatal Risk Factors on Intelligence in Children of Mothers with Phenylketonuria.
Part I: Methodological Aspects J.J. McArdle Exploratory Data Mining Using Decision Trees in the Behavioral Sciences. G. Ritschard CHAID and Earlier Supervised Tree Methods. J.Kopf T. Augustin C. Strobl The potential of model-based recursive partitioning in the social sciences -Revisiting Ockham's Razor. A.M. Brandmaier Timo von Oertzen J.J. McArdle U. Lindenberger Exploratory Data Mining with Structural Equation Model Trees. G. Ritschard F. Losa P.Origoni Validating Tree Descriptions of Women's Labor Participation with Deviance-based Criteria. G.A. Marcoulides W.Leite Exploratory Data Mining Algorithms for Conducting Searches in Structural Equation Modeling: A Comparison of Some Fit Criteria. K.J. Grimm N. Ram M. P. Shiyko L. L. Lo A Simulation Study of the Ability of Growth Mixture Models to Uncover Growth Heterogeneity. R. Piccarreta C.H. Elzinga Mining for Association between Life Course Domains. G.Ritschard R. Bürgin M. Studer Exploratory Mining of Life Event Histories. Part II: Applications C.A. Prescott Clinical versus Statistical Prediction of Zygosity in Adult Twin Pairs: An Application of Classification Trees. J.J. McArdle Dealing with Longitudinal Attrition Using Logistic Regression and Decision Tree Analyses. J.J. McArdle Adaptive Testing of the Number Series Test Using Standard Approaches and a New Decision Tree Analysis Approach. T. S. Paskus Using EDM to Identify Academic Risk among College Student-Athletes in the United States. S. B. Scott B. R. Whitehead C. S. Bergeman and L. Pitzer Understanding Global Perceptions of Stress in Adulthood through Tree-Based Exploratory Data Mining. P. Ghisletta Recursive Partitioning to Study Terminal Decline in the Berlin Aging Study. Y. Zhou K.M. Kadlec J. J. McArdle Predicting Mortality from Demographics and Specific Cognitive Abilities in the Hawaii Family Study of Cognition. K. F. Widaman K.J. Grimm Exploratory Analysis of Effects of Prenatal Risk Factors on Intelligence in Children of Mothers with Phenylketonuria.
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