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Structural Equation Modeling: A Multidisciplinary Journal, ISSN 1070-5511, 07/2018, Volume 25, Issue 4, pp. 639 - 649
Research in regularization, as applied to structural equation modeling (SEM), remains in its infancy. Specifically, very little work has compared... 
factor analysis | structural equation modeling | lasso | Bayesian | ridge | Regularization | shrinkage | REGRESSION | PENALIZED LIKELIHOOD | ESTIMATOR | DISTRIBUTIONS | MATHEMATICS, INTERDISCIPLINARY APPLICATIONS | SOCIAL SCIENCES, MATHEMATICAL METHODS | SELECTION | regularization
Journal Article
Structural Equation Modeling: A Multidisciplinary Journal, ISSN 1070-5511, 07/2016, Volume 23, Issue 4, pp. 555 - 566
A new method is proposed that extends the use of regularization in both lasso and ridge regression to structural equation models. The method is termed... 
factor analysis | lasso | structural equation modeling | regularization | penalization | ridge | shrinkage | REGRESSION | FIT | MATHEMATICS, INTERDISCIPLINARY APPLICATIONS | SPECIFICATION SEARCHES | SOCIAL SCIENCES, MATHEMATICAL METHODS | COMPONENT | SELECTION | PARSIMONY
Journal Article
Psychological methods, ISSN 1082-989X, 01/2020
Data mining methods offer a powerful tool for psychologists to capture complex relations such as interaction and nonlinear effects without prior specification.... 
Journal Article
Structural Equation Modeling: A Multidisciplinary Journal, ISSN 1070-5511, 11/2019, Volume 26, Issue 6, pp. 924 - 930
The latent change score framework allows for estimating a variety of univariate trajectory models, such as the no change, linear change, exponential forms of... 
latent growth | latent change score | Longitudinal
Journal Article
Alzheimer's & Dementia: The Journal of the Alzheimer's Association, ISSN 1552-5260, 07/2017, Volume 13, Issue 7, pp. P584 - P585
Journal Article
Journal of Clinical Psychology, ISSN 0021-9762, 06/2019, Volume 75, Issue 6, pp. 1084 - 1097
Objective The nonsuicidal self‐injury (NSSI) disorder diagnostic criteria have been the focus of empirical study. However, Criterion A (i.e., required... 
NSSI disorder | nonsuicidal self‐injury frequency | nonsuicidal self‐injury severity | exploratory data mining | nonsuicidal self-injury frequency | nonsuicidal self-injury severity | SAMPLE | FREQUENCY CRITERIA | ASSOCIATIONS | ADOLESCENTS | PREVALENCE | THOUGHTS | SUICIDE | PSYCHOLOGY, CLINICAL
Journal Article
Multivariate Behavioral Research, ISSN 0027-3171, 11/2015, Volume 50, Issue 6, pp. 736 - 736
Journal Article
The Journals of Gerontology: Series B, ISSN 1079-5014, 10/2019
Abstract Objectives Future time perspective (FTP), or the way individuals orient to and consider their futures, is fundamental to motivation and well-being... 
Journal Article
Computational Statistics, ISSN 0943-4062, 03/2019, Volume 34, Issue 1, pp. 1 - 22
Behavioral researchers have shown growing interest in structural equation model trees (SEM Trees), a new recursive partitioning-based technique for detecting... 
Longitudinal data | Model misspecification | Decision trees | Latent change score model | Classification | MIXTURE-MODELS | STATISTICS & PROBABILITY | SELECTION | CART | Trees | Heterogeneity | Population (statistical) | Mathematical models | Computer simulation
Journal Article
Structural Equation Modeling: A Multidisciplinary Journal, ISSN 1070-5511, 03/2017, Volume 24, Issue 2, pp. 270 - 282
Although finite mixture models have received considerable attention, particularly in the social and behavioral sciences, an alternative method for creating... 
growth mixture models | finite mixture models | structural equation model trees | decision trees | REGRESSION TREES | MEASUREMENT INVARIANCE | RANDOM FORESTS | OPENMX | MPLUS | SKILLS | CLASSIFICATION | ASSUMPTIONS | MATHEMATICS, INTERDISCIPLINARY APPLICATIONS | GROWTH | SOCIAL SCIENCES, MATHEMATICAL METHODS | LATENT TRAJECTORY CLASSES
Journal Article
Journal Article
Structural Equation Modeling: A Multidisciplinary Journal, ISSN 1070-5511, 09/2017, Volume 24, Issue 5, pp. 733 - 744
Exploratory mediation analysis refers to a class of methods used to identify a set of potential mediators of a process of interest. Despite its exploratory... 
exploratory mediation analysis | mediation | lasso | regularization | REGRESSION | MATHEMATICS, INTERDISCIPLINARY APPLICATIONS | MODELS | POST-SELECTION | PRODUCT | SOCIAL SCIENCES, MATHEMATICAL METHODS | INFERENCE | STRATEGIES
Journal Article
Suicide and Life‐Threatening Behavior, ISSN 0363-0234, 02/2018, Volume 48, Issue 1, pp. 31 - 37
Journal Article
Structural Equation Modeling: A Multidisciplinary Journal, ISSN 1070-5511, 01/2018, Volume 25, Issue 1, pp. 160 - 165
In this software review, we provide a brief overview of four R functions to estimate nonlinear mixed-effects programs: nlme (linear and nonlinear mixed-effects... 
nonlinear mixed-effects models | R software | mixed-effects model functions in R | mixed-effects modeling programs in R | MAXIMUM-LIKELIHOOD | MATHEMATICS, INTERDISCIPLINARY APPLICATIONS | SOCIAL SCIENCES, MATHEMATICAL METHODS
Journal Article
Journal of Affective Disorders, ISSN 0165-0327, 02/2019, Volume 245, pp. 869 - 884
•Conducted systematic review to examine use of machine learning (ML) in SITB research.•Thirty-five articles met criteria to be included in the review.•ML has... 
Suicide risk | Exploratory data mining | Machine learning | Non-suicidal self-injury | Big data | Pattern recognition | Suicide | Suicidal ideation | Suicide attempt | RISK-FACTORS | METAANALYSIS | PSYCHIATRY | VETERANS | CLASSIFICATION | CLINICAL NEUROLOGY | FEATURES | PREDICTION | MODELS | ADOLESCENTS | PEOPLE | IDEATION | Medical research | Usage | Suicidal behavior | Analysis | Medicine, Experimental | Data mining | Risk factors
Journal Article
Journal Article
Structural Equation Modeling: A Multidisciplinary Journal, ISSN 1070-5511, 12/2019, pp. 1 - 13
Journal Article
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