GitHub

"too large a matrix for LINPACK" when fitting a generalized ordered probit/logit model in R with large dataset

I'm working with a large dataset of around 5,000,000 observations, and I need to fit a generalized ordered probit or logit model using R. Here’s the code that I'm currently running: library (dplyr) ...
GitHub

Analysis of self-reported academic freedom among librarians using a Logit Propotional-Odds model in R

Notifications You must be signed in to change notification settings In this project, I analyzed self-reported academic freedom among librarians. I cleansed the data and used Logit Proportional-Odds ...
Risk

Forward ordinal probability models for point-in-time probability of default term structure: methodologies and implementations for IFRS 9 expected credit loss estimation and ...

Common ordinal models, including the ordered logit model and the continuation ratio model, are formulated by a common score (ie, a linear combination of given explanatory variables) plus rank-specific ...
Simon Fraser University

Example 29.4: Ordinal Model for Multinomial Data

This example illustrates how you can use the GENMOD procedure to fit a model to data measured on an ordinal scale. The following statements create a SAS data set called icecream. The data set contains ...