What are the fundamental principles that underlie regression modeling?

The aim of this article is to provide a brief theoretical and practical tutorial for neurosurgeons wishing to conduct or interpret regression analyses. Jan 31, 2022 ... This editorial will acquaint readers with the basic principles of and an approach to interpreting results from two types of regression analyses widely used in ... The ultimate goal of the regression algorithm is to plot a best-fit line or a curve between the data. ... Regression analysis is a fundamental concept in the ... Apr 12, 2025 ... Regression analysis can help identify which independent variables significantly impact the dependent variable. For example, it can determine ... University at Buffalo Undergraduate and Graduate Catalog. Usually expressed in a graph, the method tests the relationship between a dependent variable against independent variables. Typically, the independent variable( ... Fundamentals of regression analysis in psychology, mediator and moderator analyses, multilevel modeling research methods and designs common to regression ... ... regression resources in a helpful FAQ format. Both of these resources also go over multiple linear regression analysis, a similar method used for more variables ... Apr 21, 2023 ... This post is a guide to regression with time series data. By the end, you should know what time series data is and how you can use it with regression analysis. Understanding Regression Analysis: An Introductory Guide. Edition: Second Edition. By: Larry D. Schroeder, David L. Sjoquist & Paula E. Stephan.