Contemporary issues in exploratory data mining in the behavioral sciences
edited by John J. McArdle and Gilbert Ritschard (Routledge, 2014)
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Machine generated contents note: pt. I Methodological Aspects 1.Exploratory Data Mining Using Decision Trees in the Behavioral Sciences / John J. McArdle 2.CHAID and Earlier Supervised Tree Methods / Gilbert Ritschard 3.The Potential of Model-based Recursive Partitioning in the Social Sciences: Revisiting Ockham's Razor / Carolin Strobl 4.Exploratory Data Mining with Structural Equation Model Trees / Ulman Lindenberger 5.Validating Tree Descriptions of Women's Labor Participation with Deviance-based Criteria / Pau Origoni 6.Exploratory Data Mining Algorithms for Conducting Searches in Structural Equation Modeling: A Comparison of Some Fit Criteria / Walter Leite 7.A Simulation Study of the Ability of Growth Mixture Models to Uncover Growth Heterogeneity / Lawrence L. Lo 8.Mining for Association Between Life Course Domains / Cees H. Elzinga 9.Exploratory Mining of Life Event Histories / Matthias Studerpt. II ApplicationsContents note continued: 10.Clinical versus Statistical Prediction of Zygosity in Adult Twin Pairs: An Application of Classification Trees / Carol A. Prescott 11.Dealing with Longitudinal Attrition Using Logistic Regression and Decision Tree Analyses / John J. Mcardle 12.Adaptive Testing of the Number Series Test Using Standard Approaches and a New Decision Tree Analysis Approach / John J. Mcardle 13.Using Exploratory Data Mining to Identify Academic Risk among College Student-Athletes in the United States / Thomas S. Paskus 14.Understanding Global Perceptions of Stress in Adulthood through Tree-Based Exploratory Data Mining / Lindsay Pitzer 15.Recursive Partitioning to Study Terminal Decline in the Berlin Aging Study / Paolo Ghisletta 16.Predicting Mortality from Demographics and Specific Cognitive Abilities in the Hawaii Family Study of Cognition / John J. McardleContents note continued: 17.Exploratory Analysis of Effects of Prenatal Risk Factors on Intelligence in Children of Mothers with Phenylketonuria / Kevin J. Grimm. |
No. Panggil : | 006.3 CON |
Entri tambahan-Nama orang : | |
Subjek : | |
Penerbitan : | New York, N.Y.: Routledge, 2014 |
Sumber Pengatalogan: | |
ISBN: | 9780415817097 |
Tipe Konten: | text |
Tipe Media: | unmediated |
Tipe Carrier: | volume |
Edisi: | |
Catatan Seri: | Quantitative methodology series |
Catatan Umum: | |
Catatan Versi Asli: | |
Deskripsi Fisik: | xxi, 473 pages ; 24 cm |
Lembaga Pemilik: | Universitas Indonesia |
Lokasi: | Perpustakaan UI, Lantai 2 |
No. Panggil | No. Barkod | Ketersediaan |
---|---|---|
006.3 CON | 01-15-06015 | TERSEDIA |
006.3 CON | 01-15-06016 | TERSEDIA |
Ulasan: |
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