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 to the response …
GLM-4.5: Reasoning, Coding, and Agentic Abililties
Jul 28, 2025 · GLM-4.5 enhances the complex code generation capabilities introduced in the April release of GLM-4. The model now creates sophisticated standalone artifacts—from interactive mini …
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 assuming …
18 Generalized Linear Models – Introduction to Data Science
These extended models are known as generalized linear models. To motivate them, we begin this chapter with association tests for two categorical variables. We then show how these tests arise …
GLM-4.7 Flash: The AI Powerhouse Built for Developers
5 days ago · GLM-4.7 Flash, an open-source large language model by Zhipu AI, is the latest big entrant but not simply another version. This model brings great power and astonishing efficiency, so state-of …
zai-org/GLM-4.7-Flash · Hugging Face
Jan 19, 2026 · Introduction GLM-4.7-Flash is a 30B-A3B MoE model. As the strongest model in the 30B class, GLM-4.7-Flash offers a new option for lightweight deployment that balances performance and …
A generalized linear model (GLM) generalizes normal linear regression models in the following directions. g called link function and μ = IE(Y |X). In the early stages of a disease epidemic, the rate …
GLM-4.7-Flash: How To Run Locally | Unsloth Documentation
GLM-4.7-Flash is Z.ai’s new 30B MoE reasoning model built for local deployment, delivering best-in-class performance for coding, agentic workflows, and chat. It uses ~3.6B parameters, supports 200K …
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 response variables …
GLM Essentials: Key Concepts and Applications for Data Analysis
Apr 21, 2024 · GLM is a generalized form of ANOVA and linear regression. It is used to predict the outcome of a response variable as a function of one or more predictor variables.