There are 2 repositories under logit topic.
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
Drone delivery and the value of customer privacy: A discrete choice experiment with U.S. consumers
A hybrid sampler for the Pólya-Gamma distribution in Julia, implementing multiple algorithms for efficient sampling.
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.
Updated to Minecraft 1.9-1.12| Copy of the original LogIt Classic (minecraft authentication plugin) by LucasEasedUp (LucasEU)
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
Academic research paper replication steps, including data and syntax files converted for use in SPSS, developed as teaching resources for Bentley University's Quantitative Analysis I course. These materials were created in my role as a Teaching Assistant under the guidance of Professor Clifton Chow.
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.
Consolix is a header-only C++ library providing components and utilities for developing console applications.
Python Code for MKT - Consumer and Brand Research Course for Simon Business School
Logit is a comprehensive Git management tool that provides an interactive command-line interface for executing a wide range of Git operations.
Using binary models (logistic and probit) to analyze risk factors associated with type 2 diabetes based on BRFSS 2015 data. The study identifies key factors such as obesity, age, physical activity, and socioeconomic status.
Logit function for a single-precision floating-point number.