Group-based Trajectory Modelling (GBTM) in Python
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Aug 5, 2025 - Python
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finite-mixture-models
Here are 10 public repositories matching this topic...
An R package for Bayesian estimation of the probability of informed trading.
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Nov 22, 2021 - R
R, Julia and Python implementation of the two submarket fully endogenized finite mixture model used in forthcoming articles by Fuad and Farmer (202-) and Fuad, Farmer, and Abidemi (202-).
expectation-maximization housing-prices expectation-maximization-algorithm finite-mixture-models housing-submarkets
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Nov 21, 2023 - R
Comparing submarket separation techniques using Atlanta housing data. Models include fully endogenized FMM, hierarchical linear model, and quasi linear model.
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Sep 7, 2023 - R
A new way to calculate thermal summation constants for forensically useful insects using fuzzy regression
python data-science em-algorithm fuzzy-regression finite-mixture-models forensic-science mcmc-algorithm
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Jul 20, 2025
Demo codes for Advanced Natural Resource Economics course by Dr. Farmer and TA-ed by yours truly.
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Oct 31, 2024 - R
A web app to calculate Bayes Factors (BF) and Approximate Correct Model Probability (cmP) values.
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Aug 15, 2021 - R
Estimate a univariate mixture of normals distribution using moments and the EM algorithm
statistics simulation maximum-likelihood-estimation finite-mixture mixture-of-gaussians finite-mixture-models mixture-of-normals
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Apr 6, 2025 - Python
Fit a univariate mixture of normals to simulated data using the EM algorithm, in Python
gaussian-mixture-models em-algorithm finite-mixture mixture-of-gaussians finite-mixture-models mixture-of-normals
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Aug 22, 2024 - Python
A modular Python framework for fitting finite mixture EM models to longitudinal data. Includes variants with QP decomposition (within–between effects) and covariate-dependent priors (CRE models). Designed for simulation studies and model comparison (AIC/BIC-based selection).
python statistics expectation-maximization longitudinal-data finite-mixture-models latent-class-models
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Jul 15, 2026 - Python
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