logit
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A hybrid sampler for the Pólya-Gamma distribution in Julia, implementing multiple algorithms for efficient sampling.
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Apr 19, 2024 - Julia
Standard logistic function.
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Apr 12, 2024 - Makefile
Logit function.
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Apr 12, 2024 - Makefile
learning python day 5
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Mar 17, 2024 - Python
Analysis of Ecotoxicology
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Feb 22, 2024 - R
Paper on cross-nested logit models: estimating complex network correlations for the seminar course Advanced Microeconometrics at UCPH
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Feb 21, 2024 - TeX
Random Coefficients Rank-Ordered Logit
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Feb 16, 2024 - TeX
Project for the ING Lion's Den Competition. The goal of this project is to predict defaults of Big Lion Bank’s customers and I build logit, ridge, KNN and XGBoost models.
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Jan 21, 2024 - Jupyter Notebook
Project for the Machine Learning 2021/22 class at the Faculty of Economic Sciences, University of Warsaw. I was responsible for the drug abuse prediction task for which I build logit, probit, KNN and SVM classification models.
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Jan 21, 2024 - HTML
A Python package for GPU-accelerated estimation of mixed logit models.
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Jan 11, 2024 - Python
Repo to analyse readmission data
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Dec 20, 2023 - Jupyter Notebook
Fast estimation of multinomial (MNL) and mixed logit (MXL) models in R with "Preference" space or "Willingness-to-pay" (WTP) space utility parameterizations in R
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Oct 3, 2023 - R
Classification of diabetes patient using Linear & Quadratic Discriminant analysis, Logit, Random Forest, Support Vector Machine and KNN in R.
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Jul 23, 2023
Comparing Logistic Regression and ML algorithms for predicting defaults on consumer loans.
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May 23, 2023 - Jupyter Notebook
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