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  1. 7 Common Types of Regression (And When to Use Each) - Statology

    Jul 23, 2021 · This tutorial explains the most common types of regression analysis along with when to use each method.

  2. Types of Regression Techniques in ML - GeeksforGeeks

    Jul 11, 2025 · The two main types of regression are linear regression and logistic regression. Linear regression is used to predict a continuous numerical outcome, while logistic regression is used to …

  3. Choosing the Correct Type of Regression Analysis

    In this post, I cover the more common types of regression analyses and how to decide which one is right for your data. I’ll provide an overview along with information to help you choose.

  4. 15 Types of Regression (with Examples) - ListenData

    Mar 26, 2018 · This article covers 15 different types of regression for different data problems. It explains regression in detail and shows how to use it with R code

  5. Types of Regression Models and analysis | Analytics Vidhya

    Apr 4, 2025 · There are various regression models, including linear regression, logistic regression, polynomial regression, ridge regression, and lasso regression, each suited for different data scenarios.

  6. Types of Regression in Machine Learning: 18 Advanced Models

    Oct 1, 2025 · Discover 18 essential types of regression in machine learning, from linear to advanced methods, each expertly designed for complex data challenges.

  7. The Ultimate Guide to Regression Techniques -Types, Use Cases

    Jun 21, 2025 · In this article, I’ll cover all major types of regression, explain when to use each, and highlight key differences to help you choose the right approach for your data. What Is Regression?

  8. 13 Regression Types and When To Use Them in Data Analysis

    Dec 16, 2025 · Learn about regression analysis, discover 13 regression types and read over some ways that you can use each type when analyzing data.

  9. Different Types of Regression Models – A Comprehensive Guide

    Aug 14, 2025 · In this edition, we explore the different types of regression models, their applications, and how to choose the right one for your needs. What is Regression Analysis? Regression is a...

  10. Types of Regression in Machine Learning

    Sep 12, 2025 · In this blog, we will discuss the different types of regression in machine learning, how they work, when to use them, their pros and cons, and provide real-world examples. By the end of …