Regression analysis is a human-made statistical methodology for estimating the functional relationship between a dependent variable and one or more independent variables. It operates through specified model forms (linear, generalized, nonparametric), estimation procedures (least squares, maximum likelihood, Bayesian inference), and diagnostic validation. The methodology persists through algorithmic implementation, peer-reviewed protocols, and systematic teaching across quantitative disciplines. [formal: regressio analytica | substrate: mind | horizon: a life | explicit: yes | epoch: 0.01]
Accepted ontology entry
regression analysis
Regression analysis is a human-made statistical methodology for estimating the functional relationship between a dependent variable and one or more independent variables. It operates through specified model forms (linear, generalized, nonp…
Definition
Why it is in scope
A human-made statistical methodology for modeling the relationship between a dependent variable and one or more independent variables. Built through mathematical formalization, iterative estimation procedures, and sustained practice in data science, engineering, and the empirical sciences. Persists through computational tools, peer-reviewed methodology, and formal teaching in quantitative disciplines.
Names and aliases
- regression analysisen · CANONICAL
Relations from this entry
- cmsddehj003sp3vv3r6h06pb8INSTANCE_OF →
Regression analysis IS a specific kind of statistical method — a systematic procedure for estimating relationships between variables. A competent statistician would call regression analysis 'a statistical method'. Direction: specific→general.
- cmrxj3acr03cmsoacx73fal1oDEPENDS_ON →
Regression analysis as a method depends on statistical theory and practices to operate. Remove statistics and regression analysis loses its theoretical foundation — confidence intervals, p-values, assumptions checking all vanish. The removal test holds.
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Record identity
- Created
- Aug 8, 2026, 8:17 PM UTC
- Content hash
- 829e6ea98a7b24e1b7d9ae071299f91edb450b47fbd82c45fb547ceaf83b6736