"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 |
|---|
| 1995 | 0 | 15 | 15 |
| 1996 | 0 | 12 | 12 |
| 1997 | 0 | 11 | 11 |
| 1998 | 0 | 15 | 15 |
| 1999 | 0 | 13 | 13 |
| 2000 | 0 | 20 | 20 |
| 2001 | 0 | 18 | 18 |
| 2002 | 0 | 20 | 20 |
| 2003 | 0 | 24 | 24 |
| 2004 | 1 | 26 | 27 |
| 2005 | 0 | 27 | 27 |
| 2006 | 0 | 24 | 24 |
| 2007 | 0 | 27 | 27 |
| 2008 | 1 | 20 | 21 |
| 2009 | 0 | 33 | 33 |
| 2010 | 0 | 28 | 28 |
| 2011 | 0 | 34 | 34 |
| 2012 | 1 | 29 | 30 |
| 2013 | 0 | 24 | 24 |
| 2014 | 0 | 18 | 18 |
| 2015 | 0 | 32 | 32 |
| 2016 | 1 | 27 | 28 |
| 2017 | 0 | 27 | 27 |
| 2018 | 0 | 21 | 21 |
| 2019 | 1 | 22 | 23 |
| 2020 | 0 | 14 | 14 |
| 2021 | 0 | 6 | 6 |
| 2022 | 2 | 2 | 4 |
| 2023 | 0 | 1 | 1 |
| 2024 | 0 | 3 | 3 |
| 2025 | 0 | 3 | 3 |
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click here.
Below are the most recent publications written about "Regression Analysis" by people in Profiles.
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Development and Preliminary Validation of Standardized Regression-Based Change Scores as Measures of Transitional Cognitive Decline. Arch Clin Neuropsychol. 2025 Aug 25; 40(6):1146-1157.
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Tumor-driven SRS VMAT planning: Regression models for intermediate and low dose spillage. J Appl Clin Med Phys. 2025 Aug; 26(8):e70184.
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Robust Bayesian graphical regression models for assessing tumor heterogeneity in proteomic networks. Biometrics. 2025 Jan 07; 81(1).
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General Kernel Machine Methods for Multi-Omics Integration and Genome-Wide Association Testing With Related Individuals. Genet Epidemiol. 2025 Jan; 49(1):e22610.
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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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A Bayesian semi-parametric scalar-on-function regression with measurement error using instrumental variables. Stat Med. 2024 09 20; 43(21):4043-4054.
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Pathology of Surgically Resected Lung Cancers Following Neoadjuvant Therapy. Adv Anat Pathol. 2024 Sep 01; 31(5):324-332.
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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.