There are 2 repositories under logit topic.
Drone delivery and the value of customer privacy: A discrete choice experiment with U.S. consumers
Master Degree Coursework: Econometrics II
Binary logit based on the Mobility and Transport Microcensus 2015 explaining the "choice" of working - at least from time to time - from home in Switzerland.
Orderd logit model based on the Mobility and Transport Microcensus 2015 explaining the number of trips (from home to work for now) in Switzerland.
ML models for HR classification problem. For more information please visit the link: https://datahack.analyticsvidhya.com/contest/wns-analytics-hackathon-2018-1/
R code for estimation of latent class logit model with aggregate data
This is the source code (R) for my Bachelor's thesis for the degree of Economics, BA in Universidad San Francisco de Quito (Ecuador). Between 2014-2016, corruption tolerance greatly increased in Ecuador. Why? In memory of the late Jorge Pazmiño (1941-2021).
Random Coefficients Rank-Ordered Logit
This group project employs an artificial neural network and logistic regression to predict COVID19 mortality rates in individuals from the CDC Surveillance dataset. It contains a report, presentation, and several notebooks that have various functions. The primary notebooks used were Clean, Describe, Logit, MLPClassifier, and Project which is a summary notebook.
Standard logistic function.
Logit function.
Create an iterator which evaluates the standard logistic function for each iterated value.
Create an iterator which evaluates the logit function for each iterated value.
A hybrid sampler for the Pólya-Gamma distribution in Julia, implementing multiple algorithms for efficient sampling.
Go binary for shipping things from Elasticsearch to Splunk (with support for Logit)
To analyze the factors influencing student acceptance at the University of Rochester
Logit-space logical activation functions for pytorch
Logit regression in Microsoft Excel designed for ELISA and RIA tests.
Content for my workshop at the 2023 Quant UX Conference on Open Source Conjoint in R
Modelos básicos de Machine Learning aplicados a la venta de pólizas de seguro; Logit, ADL, árboles, Random Forest, Boosting (respuesta binaria). Base de datos de Kaggle, véase memoria en .pdf para detalles.
learning python day 5
Collection of Jupyter Notebooks of small tasks regarding the lecture 'Multivariate Statistical Procedures' at KIT.
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.
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.
Python Code for MKT - Consumer and Brand Research Course for Simon Business School
**Intro to Statistics**: Discover the fascinating world of statistics with this engaging and accessible guide. Perfect for beginners, this book covers everything from p-values and t-tests to machine-learning models like random forests. Learn through practical examples and R code snippets, and unlock the power of statistical analysis.
Arduino Nano ESP32 Word and Fibonacci clock projects. Logit regression in Microsoft Excel designed for ELISA and RIA tests.
Repo to analyse readmission data
Logit is a comprehensive Git management tool that provides an interactive command-line interface for executing a wide range of Git operations.