Published:

Quantifying aberrant approach-avoidance conflict in psychopathology: A review of computational approaches. by Allison M. Letkiewicz, Haley C. Kottler, Stewart A. Shankman, and Amy L. Cochran. Neuroscience & Biobehavioral Reviews. 147 (2023). https://doi.org/10.1016/j.neubiorev.2023.105103

Colorado in context: Congressional redistricting and competing fairness criteria in Colorado. by Jeanne Clelland, Haley Colgate, Daryl DeFord, Beth Malmskog, and Flavia Sancier-Barbosa. (Authors alphabetical by last name.) Journal of Computational Social Science. 1-38 (2021). https://doi.org/10.1007/s42001-021-00119-7

Batch Codes from Affine Cartesian Codes and Quotient Spaces, by Travis Baumbaugh, Haley Colgate, Timothy Jackman, and Felice Manganiello. (Authors alphabetical by last name.) Cryptography and Coding - 18th IMA International Conference, IMACC 2021, Virtual Event, December 14-15, 2021, Proceedings, 13129(3–15), https://doi.org/10.1007/978-3-030-92641-0_1

Preprint:

A simplified and robust proxy-based approach for overcoming unmeasured confounding in EHR studies, by Haley Colgate Kottler and Amy Cochran. June 13, 2025. https://arxiv.org/abs/2506.12177

Implementation of Estimating Gaussian Mixtures Using Sparse Polynomial Moment Systems, by Haley Colgate Kottler, Julia Lindberg, and Jose Israel Rodriguez. February 11, 2025. https://arxiv.org/abs/2502.07648

Integrating Local Learning into the Two-Stage Markov Task to Separate Model-Based from Model-Free Learning. by Peizhe Li, Jimmy Vineyard, Seungyeon Oh, Jack Maloney, Amy Cochran, and Haley Colgate Kottler. May 12, 2024. https://osf.io/preprints/psyarxiv/hmt2a

Software:

GMMParameterEstimation.jl is a Julia package created by Haley Kottler, Julia Lindberg, and Jose Israel Rodriguez that uses method of moments for parameter recovery for Gaussian Mixture Models. https://github.com/HaleyColgateKottler/GMMParameterEstimation.jl

Works in Progress:

Characterizing Lucid Episodes in Advanced Dementia: A Prospective Study, by Andrea Gilmore-Bykovskyi, Haley Kottler, Amy Cochran, Kayla Dillon, Alison Coulson, Clark Benson, Jess Fehland, and Kimberly Mueller

Latent Class Analysis for Data Driven Identification of Lucid Episodes in Advanced Dementia, by Haley Colgate Kottler, Amy Cochran, and Andrea Gilmore-Bykovskyi