Generalized linear model - Wikipedia
In statistics, a generalized linear model (GLM) is a flexible generalization of ordinary linear regression. The GLM generalizes linear regression by allowing the linear model to be related …
A Beginner’s Guide to Generalized Linear Models (GLMs)
Jul 23, 2025 · A Generalized Linear Model (GLM) builds on top of linear regression but offers more flexibility. Think of it like this: instead of forcing your data to follow a straight line and …
GLM-4.6V: Open Source Multimodal Models with Native Tool Use
4 days ago · GLM-4.6V is equipped with native multimodal tool calling capability: Multimodal Input: Images, screenshots, and document pages can be passed directly as tool parameters …
GLM Link Functions and Families: How to Choose Based on Your …
Learn how to choose the correct link function and distribution family in GLMs based on your outcome type and scientific question. Includes real-world examples and effect measures.
What is a generalized linear model (GLM)? - Educative
What is a generalized linear model (GLM)? A generalized linear model is an advanced statistical model that adds to the concept of the general linear model. It is applied to continuous …
An introduction to the generalized linear model (GLM)
Apr 8, 2022 · This article is mainly about the definition of the generalized linear model (GLM), when to use it, and how the model is fitted. A lot of texts are about the exponential family since …
A Deep Dive into Generalized Linear Models: Theory & Applications
Mar 13, 2025 · GLMs are widely used in various fields such as biostatistics, economics, social sciences, and machine learning. They provide a flexible method for modeling diverse data …
Z.ai debuts open source GLM-4.6V, a native tool-calling vision …
3 days ago · GLM-4.6V (106B), a larger 106-billion parameter model aimed at cloud-scale inference GLM-4.6V-Flash (9B), a smaller model of only 9 billion parameters designed for low …
Z.ai Launches GLM-4.6V AI Model to Let AI Agents See Natively
2 days ago · Z.ai has released GLM-4.6V, a multimodal model that has introduced native visual function calling to bypass text conversion in agentic workflows.
Loglinear models can be used to test for homogeneous association in I × J × K (or higher–way) tables and provide estimates of common odds ratios. With models, the focus is on estimating …