"Regression Analysis" is a descriptor in the National Library of Medicine's controlled vocabulary thesaurus,
MeSH (Medical Subject Headings). Descriptors are arranged in a hierarchical structure,
which enables searching at various levels of specificity.
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.
| Descriptor ID |
D012044
|
| MeSH Number(s) |
E05.318.740.750 N05.715.360.750.695 N06.850.520.830.750
|
| Concept/Terms |
Regression Analysis- Regression Analysis
- Analysis, Regression
- Analyses, Regression
- Regression Analyses
- Regression Diagnostics
- Diagnostics, Regression
- Statistical Regression
- Regression, Statistical
- Regressions, Statistical
- Statistical Regressions
|
Below are MeSH descriptors whose meaning is more general than "Regression Analysis".
Below are MeSH descriptors whose meaning is more specific than "Regression Analysis".
This graph shows the total number of publications written about "Regression Analysis" by people in this website by year, and whether "Regression Analysis" was a major or minor topic of these publications.
To see the data from this visualization as text,
click here.
| Year | Major Topic | Minor Topic | Total |
|---|
| 1994 | 0 | 23 | 23 |
| 1995 | 1 | 25 | 26 |
| 1996 | 0 | 25 | 25 |
| 1997 | 2 | 20 | 22 |
| 1998 | 0 | 21 | 21 |
| 1999 | 0 | 22 | 22 |
| 2000 | 0 | 31 | 31 |
| 2001 | 0 | 25 | 25 |
| 2002 | 0 | 34 | 34 |
| 2003 | 0 | 41 | 41 |
| 2004 | 0 | 34 | 34 |
| 2005 | 1 | 38 | 39 |
| 2006 | 0 | 36 | 36 |
| 2007 | 0 | 45 | 45 |
| 2008 | 3 | 33 | 36 |
| 2009 | 0 | 53 | 53 |
| 2010 | 0 | 43 | 43 |
| 2011 | 1 | 52 | 53 |
| 2012 | 2 | 48 | 50 |
| 2013 | 1 | 34 | 35 |
| 2014 | 0 | 25 | 25 |
| 2015 | 1 | 48 | 49 |
| 2016 | 1 | 32 | 33 |
| 2017 | 1 | 32 | 33 |
| 2018 | 1 | 31 | 32 |
| 2019 | 1 | 30 | 31 |
| 2020 | 0 | 11 | 11 |
| 2021 | 0 | 3 | 3 |
| 2022 | 1 | 3 | 4 |
| 2024 | 0 | 4 | 4 |
To return to the timeline,
click here.
Below are the most recent publications written about "Regression Analysis" by people in Profiles.
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SDePER: a hybrid machine learning and regression method for cell-type deconvolution of spatial barcoding-based transcriptomic data. Genome Biol. 2024 Oct 14; 25(1):271.
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Evaluating dynamic and predictive discrimination for recurrent event models: use of a time-dependent C-index. Biostatistics. 2024 Oct 01; 25(4):1140-1155.
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Metabolomic profiles of sleep-disordered breathing are associated with hypertension and diabetes mellitus development. Nat Commun. 2024 Feb 28; 15(1):1845.
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Impact of autologous breast reconstruction on bra fit. Support Care Cancer. 2024 Jan 15; 32(2):105.
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Assessment of Repeat Revascularization in Percutaneous Coronary Intervention Randomized Controlled Trials as a Surrogate for Mortality: A Meta-Regression Analysis. Curr Probl Cardiol. 2023 Apr; 48(4):101555.
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Artificial Intelligence-based CT Assessment of Bronchiectasis: The COPDGene Study. Radiology. 2023 04; 307(1):e221109.
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Anthropometric proxies for child neurodevelopment in low-resource settings: length- or height-for-age, head circumference or both? J Dev Orig Health Dis. 2023 02; 14(1):61-69.
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Shared genomic architecture between COVID-19 severity and numerous clinical and physiologic parameters revealed by LD score regression analysis. Sci Rep. 2022 02 03; 12(1):1891.
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The clinician's guide to interpreting a regression analysis. Eye (Lond). 2022 09; 36(9):1715-1717.
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The Fifth-Generation Cardiac Troponin T and Cardiovascular Disease in the Community. J Am Coll Cardiol. 2021 11 16; 78(20):2019-2021.