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Regression Method (CUI C0034980) Suggest changes to this concept
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Terms & Properties

Concept Unique Identifier (CUI): C0034980

NCI Thesaurus Code: C53237  (see NCI Thesaurus info)

Semantic Type: Intellectual Product

NCIt Definition: Regression analysis provides a "best-fit" mathematical equation for the relationship between the dependent variable (response) and independent variable(s) (covariates). There are two major classes of regression - parametric and non-parametric. Parametric regression requires choice of the regression equation with one or a greater number of unknown parameters. Linear regression, in which a linear relationship between the dependent variable and independent variables is posited, is an example. The aim of parametric regression is to find the values of these parameters which provide the best fit to the data. The number of parameters is usually much smaller than the number of data points. In contrast, the non-parametric regression requires no such a choice of the regression equation.

MSH Definition: Procedures for finding the mathematical function which best describes the relationship between a dependent variable and one or more independent variables. In linear regression (see LINEAR MODELS) the relationship is constrained to be a straight line and LEAST-SQUARES ANALYSIS is used to determine the best fit. In logistic regression (see LOGISTIC MODELS) the dependent variable is qualitative rather than continuously variable and LIKELIHOOD FUNCTIONS are used to find the best relationship. In multiple regression, the dependent variable is considered to depend on more than a single independent variable.

Synonyms & Abbreviations: (see Synonym Details)
ANAL REGRESSION
Analyses, Regression
Analysis, Regression
Diagnostics, Regression
Regression Analyses
regression analysis
REGRESSION ANAL
Regression Diagnostics
REGRESSION DIAG
Regression Method
Regression, Statistical
Regressions, Statistical
STATIST REGRESSION
Statistical Regressions
Statistical Regression

External Source Codes: 
NCI Thesaurus Code C53237 (see NCI Thesaurus info)

Other Properties: Property Definitions
Name Value Source
AN IM GEN only; coord NIM with specific disease or other concept (IM); no qualif; specify geog if pertinent MSH
DC 1 MSH
DX 19800101 MSH
HN 80(73); was see under STATISTICS 1975-79 MSH
MDA 19990101 MSH
MMR 20080708 MSH
MN E05.318.740.750 MSH
MN N05.715.360.750.695 MSH
MN N06.850.520.830.750 MSH
PM 80; was see under STATISTICS 1975-79 MSH
TERMUI T035850 MSH
TERMUI T035851 MSH
TERMUI T035852 MSH
TERMUI T035853 MSH
TH NLM (1973) MSH
TH NLM (1990) MSH
TH POPLINE (1978) MSH
TH UNK (19XX) MSH

Additional Concept Data:  (none)

URL to Bookmark: https://ncim-stage.nci.nih.gov/ncimbrowser/ConceptReport.jsp?dictionary=NCI Metathesaurus&code=C0034980

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