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Original Articles

An Idiographic Examination of Day-to-Day Patterns of Substance Use Craving, Negative Affect, and Tobacco Use Among Young Adults in Recovery

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Pages 241-266 | Published online: 15 Apr 2013

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Joseph A Spillane & Peter Soyster. (2023) Modeling Idiographic Longitudinal Relationships between Affect and Cigarette Use: An Ecological Momentary Assessment Study. Substance Use & Misuse 58:14, pages 1883-1894.
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Shou-Chun Chiang, Kyler S. Knapp, Sunhye Bai, H. Harrington Cleveland & Kitty S. Harris. (2023) Examining within- and between-person facets of negative affect and associations with daily craving among young adults in substance use disorder recovery. Addiction Research & Theory 31:1, pages 52-59.
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Keisuke Takano, Mina Stefanovic, Tabea Rosenkranz & Thomas Ehring. (2021) Clustering Individuals on Limited Features of a Vector Autoregressive Model. Multivariate Behavioral Research 56:5, pages 768-786.
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Linying Ji, Meng Chen, Zita Oravecz, E. Mark Cummings, Zhao-Hua Lu & Sy-Miin Chow. (2020) A Bayesian Vector Autoregressive Model with Nonignorable Missingness in Dependent Variables and Covariates: Development, Evaluation, and Application to Family Processes. Structural Equation Modeling: A Multidisciplinary Journal 27:3, pages 442-467.
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Siwei Liu & Peter Molenaar. (2016) Testing for Granger Causality in the Frequency Domain: A Phase Resampling Method. Multivariate Behavioral Research 51:1, pages 53-66.
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Candice N. Hargons, Brittany D. Miller-Roenigk, Natalie J. Malone, Destin L. Mizelle, Jovonna D. Atkinson & Danelle J. Stevens-Watkins. (2022) “Can we get a Black rehabilitation center”? Factors impacting the treatment experiences of Black people who use opioids. Journal of Substance Abuse Treatment 142, pages 108805.
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Tim Loossens, Kristof Meers, Niels Vanhasbroeck, Nil Anarat, Stijn Verdonck & Francis Tuerlinckx. (2021) Efficient estimation of bounded gradient-drift diffusion models for affect on CPU and GPU. Behavior Research Methods 54:3, pages 1428-1443.
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Zachary F. Fisher, Younghoon Kim, Barbara L. Fredrickson & Vladas Pipiras. (2022) Penalized Estimation and Forecasting of Multiple Subject Intensive Longitudinal Data. Psychometrika 87:2, pages 1-29.
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Zachary J. Kunicki, Mats Hallgren, Lisa A. Uebelacker, Richard A. Brown, Lawrence H. Price & Ana M. Abrantes. (2022) Examining the effect of exercise on the relationship between affect and cravings among smokers engaged in cessation treatment. Addictive Behaviors 125, pages 107156.
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Ethan N. Lyon, Luis H. Victor & Akane Sano. (2021) Health Label and Behavioral Feature Prediction Using Bayesian Hierarchical Vector Autoregression Models. Health Label and Behavioral Feature Prediction Using Bayesian Hierarchical Vector Autoregression Models.
Noel Vest, Meg Reinstra, Christine Timko, John Kelly & Keith Humphreys. (2021) College programming for students in addiction recovery: A PRISMA-guided scoping review. Addictive Behaviors 121, pages 106992.
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Sigert Ariens, Eva Ceulemans & Janne K. Adolf. (2020) Time series analysis of intensive longitudinal data in psychosomatic research: A methodological overview. Journal of Psychosomatic Research 137, pages 110191.
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Tim Loossens, Merijn Mestdagh, Egon Dejonckheere, Peter Kuppens, Francis Tuerlinckx & Stijn Verdonck. (2020) The Affective Ising Model: A computational account of human affect dynamics. PLOS Computational Biology 16:5, pages e1007860.
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Andrea K. Wittenborn, Ting Liu, Ty A. Ridenour, E. Megan Lachmar, Erica A. Mitchell & Ryan B. Seedall. (2018) Randomized controlled trial of emotionally focused couple therapy compared to treatment as usual for depression: Outcomes and mechanisms of change. Journal of Marital and Family Therapy 45:3, pages 395-409.
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A. Solomon Kurz, Yelena L. Johnson, Karen Kate Kellum & Kelly G. Wilson. (2019) How can process-based researchers bridge the gap between individuals and groups? Discover the dynamic p-technique. Journal of Contextual Behavioral Science 13, pages 60-65.
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Peter D. Soyster & Aaron J. Fisher. (2019) Involving stakeholders in the design of ecological momentary assessment research: An example from smoking cessation. PLOS ONE 14:5, pages e0217150.
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George W. Howe & Ty A. Ridenour. 2019. Prevention of Substance Use. Prevention of Substance Use 349 366 .
Feihan Lu, Yao Zheng, Harrington Cleveland, Chris Burton & David Madigan. (2018) Bayesian hierarchical vector autoregressive models for patient-level predictive modeling. PLOS ONE 13:12, pages e0208082.
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Emily A. Hennessy, Emily E. Tanner‐Smith, Andrew J. Finch, Nila Sathe & Shannon Kugley. (2018) Recovery schools for improving behavioral and academic outcomes among students in recovery from substance use disorders: a systematic review. Campbell Systematic Reviews 14:1, pages 1-86.
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Siwei Liu. 2018. Quantitative Psychology. Quantitative Psychology 385 394 .
Siwei Liu. (2017) Person‐specific versus multilevel autoregressive models: Accuracy in parameter estimates at the population and individual levels. British Journal of Mathematical and Statistical Psychology 70:3, pages 480-498.
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Michael D. Hunter. (2016) As Good as GOLD: Gram–Schmidt Orthogonalization by Another Name. Psychometrika 81:4, pages 969-991.
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Kirsten Bulteel, Francis Tuerlinckx, Annette Brose & Eva Ceulemans. (2016) Clustering Vector Autoregressive Models: Capturing Qualitative Differences in Within-Person Dynamics. Frontiers in Psychology 7.
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Ty A Ridenour, Andrea K Wittenborn, Bethany R Raiff, Neal Benedict & Sandra Kane-Gill. (2015) Illustrating idiographic methods for translation research: moderation effects, natural clinical experiments, and complex treatment-by-subgroup interactions. Translational Behavioral Medicine 6:1, pages 125-134.
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Yao Zheng, H. Harrington Cleveland, Peter C. M. Molenaar & Kitty S. Harris. (2015) An Alternative Framework to Investigating and Understanding Intraindividual Processes in Substance Abuse Recovery. Evaluation Review 39:2, pages 229-254.
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Siwei Liu & Peter C. M. Molenaar. (2014) iVAR: A program for imputing missing data in multivariate time series using vector autoregressive models. Behavior Research Methods 46:4, pages 1138-1148.
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Mathilde Husky, Emilie Olié, Sébastien Guillaume, Catherine Genty, Joel Swendsen & Philippe Courtet. (2014) Feasibility and validity of ecological momentary assessment in the investigation of suicide risk. Psychiatry Research 220:1-2, pages 564-570.
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