Computational Psychology
Computational Psychology
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2021
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Nathaniel Haines
(2021).
Integrating Trait and Neurocognitive Mechanisms of Externalizing Psychopathology: A Joint Modeling Framework for Measuring Impulsive Behavior
. Dissertation.
PDF
Video
Woo-Young Ahn
,
Hairong Gu
,
Yitong Shen
,
Nathaniel Haines
,
Hunter Hahn
,
Julie Teater
,
Jay Myung
,
Mark Pitt
(2020).
Rapid, precise, and reliable measurement of delay discounting using a Bayesian learning algorithm
. Sci Rep.
PDF
Code
DOI
Nathaniel Haines
,
Theodore Beauchaine
(2020).
Moving beyond Ordinary Factor Analysis in Studies of Personality and Personality Disorder: A Computational Modeling Perspective
. Psychopathology.
PDF
DOI
Nathaniel Haines
,
Theodore Beauchaine
,
Matthew Galdo
,
Andrew Rogers
,
Hunter Hahn
,
Mark Pitt
,
Jay Myung
,
Brandon Turner
,
Woo-Young Ahn
(2020).
Anxiety Modulates Preference for Immediate Rewards among Trait-Impulsive Individuals: A Hierarchical Bayesian Analysis
. Clin Psych Sci.
PDF
Code
Dataset
Video
DOI
Ricardo Romeu
,
Nathaniel Haines
,
W.-Y. Ahn
,
J. Busemeyer
,
J. Vassileva
(2019).
A computational model of the Cambridge gambling task with applications to substance use disorders
. DAD.
PDF
Code
DOI
Hunter Hahn
,
Samuel Kalnitsky
,
Nathaniel Haines
,
Sneha Thamotharan
,
Theodore Beauchaine
(2019).
Delay Discounting of Protected Sex: Relationship Type and Sexual Orientation Influence Sexual Risk Behavior
. Arch Sex Behav.
PDF
DOI
Nathaniel Haines
,
Ziv Bell
,
Sheila Crowell
,
Hunter Hahn
,
Dana Kamara
,
Heather McDonough-Caplan
,
Tiffany Shader
,
Theodore Beauchaine
(2019).
Using automated computer vision and machine learning to code facial expressions of affect and arousal: Implications for emotion dysregulation research
. Dev. Psychopathology..
PDF
DOI
Theodore Beauchaine
,
Nathaniel Haines
(2019).
Functionalist and Constructionist Perspectives on Emo tion Dysregulation
. The Oxford Handbook of Emotion Dysregulation.
PDF
DOI
Nathaniel Haines
,
Matthew Southward
,
Jennifer Cheavens
,
Theodore Beauchaine
,
Woo-Young Ahn
(2019).
Using computer-vision and machine learning to automate facial coding of positive and negative affect intensity
. PLOS ONE.
PDF
Code
Dataset
Poster
DOI
Nathaniel Haines
,
Jasmin Vassileva
,
Woo-Young Ahn
(2018).
The Outcome‐Representation Learning Model: A Novel Reinforcement Learning Model of the Iowa Gambling Task
. Cog Sci.
PDF
Code
Dataset
Poster
DOI
Woo-Young Ahn
,
Paul Hendricks
,
Nathaniel Haines
(2017).
Easyml: Easily Build And Evaluate Machine Learning Models
. BioRxiv.
PDF
Code
DOI
Andrew Rogers
,
Ilana Seager
,
Nathaniel Haines
,
Hunter Hahn
,
Amelia Aldeo
,
Woo-Young Ahn
(2017).
The Indirect Effect of Emotion Regulation on Minority Stress and Problematic Substance Use in Lesbian, Gay, and Bisexual Individuals
. Frontiers Psych.
PDF
DOI
Woo-Young Ahn
,
Nathaniel Haines
,
Lei Zhang
(2017).
Revealing Neurocomputational Mechanisms of Reinforcement Learning and Decision-Making With the hBayesDM Package
. CPSY.
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Code
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