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Homogeneity Assumptions in the Analysis of Dynamic Processes

Multivariate behavioral research, 2023-07, Vol.ahead-of-print (ahead-of-print), p.1-11

2023

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Deep Learning: A Primer for Psychologists

Psychological methods, 2021-12, Vol.26 (6), p.743-773

2021

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Network Mapping with GIMME

Multivariate behavioral research, 2017-11, Vol.52 (6), p.789-804

2017

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Exploratory Factor Analysis (EFA) Programs in R

Structural equation modeling, 2019-09, Vol.26 (5), p.819-826

2019

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Group search algorithm recovers effective connectivity maps for individuals in homogeneous and heterogeneous samples

NeuroImage (Orlando, Fla.), 2012-10, Vol.63 (1), p.310-319

2012

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Organizing heterogeneous samples using community detection of GIMME-derived resting state functional networks

PloS one, 2014-03, Vol.9 (3), p.e91322-e91322

2014

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Dynamic Processes in Behavioral Activation Therapy for Anhedonic Adolescents: Modeling Common and Patient-Specific Relations

Journal of consulting and clinical psychology, 2024-08, Vol.92 (8), p.454-465

2024

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Intensive Longitudinal Analysis of Human Processes

1, 2023

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Latent Variable GIMME Using Model Implied Instrumental Variables (MIIVs)

Psychological methods, 2020-04, Vol.25 (2), p.227-242

2020

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Uncovering General, Shared, and Unique Temporal Patterns in Ambulatory Assessment Data

Psychological methods, 2019-02, Vol.24 (1), p.54-69

2019

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A Monte Carlo Evaluation of Weighted Community Detection Algorithms

Frontiers in neuroinformatics, 2016-11, Vol.10, p.45-45

2016

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Automated Selection of Robust Individual-Level Structural Equation Models for Time Series Data

Structural equation modeling, 2017-09, Vol.24 (5), p.768-782

2017

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Methods for Quantifying Patterns of Dynamic Interactions in Dyads

Assessment (Odessa, Fla.), 2016-08, Vol.23 (4), p.459-471

2016

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Clustering Individuals Based on Similarity in Idiographic Factor Loading Patterns

Multivariate behavioral research, 2024-07, p.1-25

2024

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A Model Implied Instrumental Variable Approach to Exploratory Factor Analysis (MIIV-EFA)

Psychometrika, 2024-06, Vol.89 (2), p.687-716

2024

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When couples’ hearts beat together: Synchrony in heart rate variability during conflict predicts heightened inflammation throughout the day

Psychoneuroendocrinology, 2018-07, Vol.93, p.107-116

2018

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Estimating time-varying RSA to examine psychophysiological linkage of marital dyads

Psychophysiology, 2015-08, Vol.52 (8), p.1059-1065

2015

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Unsupervised Classification During Time-Series Model Building

Multivariate behavioral research, 2017-03, Vol.52 (2), p.129-148

2017

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From the Individual to the Group: Using Idiographic Analyses and Two-Stage Random Effects Meta-Analysis to Obtain Population Level Inferences for within-Person Processes

Multivariate behavioral research, 2023-08, p.1-20

2023

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Personalized Models of Psychopathology as Contextualized Dynamic Processes: An Example From Individuals With Borderline Personality Disorder

Journal of consulting and clinical psychology, 2020-03, Vol.88 (3), p.240-254

2020

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Blind Subgrouping of Task-based fMRI

Psychometrika, 2023-06, Vol.88 (2), p.434-455

2023

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Focusing Personality Assessment on the Person: Modeling General, Shared, and Person Specific Processes in Personality and Psychopathology

Psychological assessment, 2019-04, Vol.31 (4), p.502-515

2019

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Path and Directionality Discovery in Individual Dynamic Models: A Regularized Unified Structural Equation Modeling Approach for Hybrid Vector Autoregression

Psychometrika, 2021-06, Vol.86 (2), p.404-441

2021

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Comparing directed functional connectivity between groups with confirmatory subgrouping GIMME

NeuroImage (Orlando, Fla.), 2019-03, Vol.188, p.642-653

2019

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Model-based network discovery of developmental and performance-related differences during risky decision-making

NeuroImage (Orlando, Fla.), 2019-03, Vol.188, p.456-464

2019

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Homogeneity Assumptions in the Analysis of Dynamic Processes

Deep Learning: A Primer for Psychologists

Network Mapping with GIMME

Exploratory Factor Analysis (EFA) Programs in R

Group search algorithm recovers effective connectivity maps for individuals in homogeneous and heterogeneous samples

Organizing heterogeneous samples using community detection of GIMME-derived resting state functional networks

Dynamic Processes in Behavioral Activation Therapy for Anhedonic Adolescents: Modeling Common and Patient-Specific Relations

Intensive Longitudinal Analysis of Human Processes

Latent Variable GIMME Using Model Implied Instrumental Variables (MIIVs)

Uncovering General, Shared, and Unique Temporal Patterns in Ambulatory Assessment Data

A Monte Carlo Evaluation of Weighted Community Detection Algorithms

Automated Selection of Robust Individual-Level Structural Equation Models for Time Series Data

Methods for Quantifying Patterns of Dynamic Interactions in Dyads

Clustering Individuals Based on Similarity in Idiographic Factor Loading Patterns

A Model Implied Instrumental Variable Approach to Exploratory Factor Analysis (MIIV-EFA)

When couples’ hearts beat together: Synchrony in heart rate variability during conflict predicts heightened inflammation throughout the day

Estimating time-varying RSA to examine psychophysiological linkage of marital dyads

Unsupervised Classification During Time-Series Model Building

From the Individual to the Group: Using Idiographic Analyses and Two-Stage Random Effects Meta-Analysis to Obtain Population Level Inferences for within-Person Processes

Personalized Models of Psychopathology as Contextualized Dynamic Processes: An Example From Individuals With Borderline Personality Disorder

Blind Subgrouping of Task-based fMRI

Focusing Personality Assessment on the Person: Modeling General, Shared, and Person Specific Processes in Personality and Psychopathology

Path and Directionality Discovery in Individual Dynamic Models: A Regularized Unified Structural Equation Modeling Approach for Hybrid Vector Autoregression

Comparing directed functional connectivity between groups with confirmatory subgrouping GIMME

Model-based network discovery of developmental and performance-related differences during risky decision-making

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