ifs.org.uk

Using penalized likelihood to select parameters in a random coefficients multinomial logit model

The multinomial logit model with random coefficients is widely used in applied research. This paper is concerned with estimating a random coefficients logit model in which the distribution of each ...
ifs.org.uk

Using penalized likelihood to select parameters in a random coefficients multinomial logit model

The multinomial logit model with random coefficients is widely used in applied research. This paper is concerned with estimating a random coefficients logit model in which the distribution of each ...
GitHub

Mixed-Logit-Models-with-R

In this scientific project, various techniques for implementing a mixed multinomial logit model using mode choice data are explained. Over the past few decades, the basic multinomial logit (MNL) model ...
GitHub

Machine Learning Coursework - Comparison of the Performance of Multiple Multinomial Logistic Regression and Random Forest on Music Genre Classification

Dataset Files: Raw data: music_genre.csv Dataset after EDA: music_dataset.csv VIF-filtered dataset: music_dataset_VIF.csv MATLAB Files: VIF_feature_selection.m: This file contains a function that ...
Scientific Research Publishing

Shrinkage Estimation in the Random Parameters Logit Model ()

1 Department of Applied Business Sciences and Economics, University of La Verne, La Verne, CA, USA. 2 Department of Economics, Louisiana State University, Baton Rouge, LA, USA. In this paper, we ...
IEEE

Multi-scenario Route Choice Modeling Based on Random Parameters Multinomial Logit Model with Heterogeneity in Means and Variance

Abstract: Travel demand management (TDM) strategies have been widely adopted to tackle the persisting traffic congestion in metropolitan areas [1]. To evaluate the effects of TDM strategies, it is ...
JSTOR Daily

An Efficient Two-Stage Procedure for Generating Random Variates from the Multinomial Distribution

A two-stage procedure is proposed for the generation of random variates from a multinomial distribution. In the first stage we propose that cell frequencies be generated as random deviates from a ...