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:

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:

Confounding by Indication with Proxy Variables, by Haley Kottler and Amy Cochran.

Implementation of Estimating Gaussian Mixtures Using Sparse Polynomial Moment Systems, by Haley Kottler, Julia Lindberg, and Jose Israel Rodriguez.