 Regression Analysis
"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
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| MeSH Number(s) |
E05.318.740.750 N05.715.360.750.695 N06.850.520.830.750
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| Concept/Terms |
Regression Analysis- Regression Analysis
- Analysis, Regression
- Analyses, Regression
- Regression Analyses
- Regression Diagnostics
- Diagnostics, Regression
- Statistical Regression
- Regression, Statistical
- Regressions, Statistical
- Statistical Regressions
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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 | 9 | 9 | | 1996 | 0 | 15 | 15 | | 1997 | 0 | 11 | 11 | | 1998 | 0 | 14 | 14 | | 1999 | 0 | 14 | 14 | | 2000 | 0 | 11 | 11 | | 2001 | 0 | 12 | 12 | | 2002 | 0 | 30 | 30 | | 2003 | 0 | 29 | 29 | | 2004 | 1 | 23 | 24 | | 2005 | 0 | 35 | 35 | | 2006 | 0 | 23 | 23 | | 2007 | 1 | 26 | 27 | | 2008 | 0 | 31 | 31 | | 2009 | 0 | 33 | 33 | | 2010 | 0 | 52 | 52 | | 2011 | 1 | 47 | 48 | | 2012 | 1 | 44 | 45 | | 2013 | 1 | 39 | 40 | | 2014 | 0 | 31 | 31 | | 2015 | 1 | 20 | 21 | | 2016 | 0 | 28 | 28 | | 2017 | 1 | 33 | 34 | | 2018 | 0 | 26 | 26 | | 2019 | 0 | 34 | 34 | | 2020 | 0 | 10 | 10 | | 2021 | 0 | 10 | 10 | | 2022 | 0 | 3 | 3 | | 2024 | 0 | 2 | 2 | | 2025 | 0 | 2 | 2 |
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Below are the most recent publications written about "Regression Analysis" by people in Profiles.
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Duston A, Holtman S, Bowen AE, Cree MG, Nadeau K, Wright KP, Simon SL, Diniz Behn CG. Sex Differences in Circadian Timing and Biological Night in Adolescents. J Biol Rhythms. 2025 Feb; 40(1):7-18.
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Little A, Zhao N, Mikhaylova A, Zhang A, Ling W, Thibord F, Johnson AD, Raffield LM, Curran JE, Blangero J, O'Connell JR, Xu H, Rotter JI, Rich SS, Rice KM, Chen MH, Reiner A, Kooperberg C, Vu T, Hou L, Fornage M, Loos RJF, Kenny E, Mathias R, Becker L, Smith AV, Boerwinkle E, Yu B, Thornton T, Wu MC. 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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Nilsson T, Rasinski P, Smedby ?, Af Bur?n S, Sparrelid E, L?hr JM, Tran TA, Blomgren A, Tzortzakakis A, Axelsson R, Holstensson M. Acquisition Duration Optimization Using Visual Grading Regression in [68Ga]FAPI-46 PET Imaging of Oncologic Patients. J Nucl Med Technol. 2024 Sep 05; 52(3):221-228.
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Smirnova E, Cui E, Tabacu L, Leroux A. Scalar-on-function regression: Estimation and inference under complex survey designs. Stat Med. 2024 Oct 15; 43(23):4559-4574.
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D?az AA, Nardelli P, Wang W, San Jos? Est?par R, Yen A, Kligerman S, Maselli DJ, Dolliver WR, Tsao A, Orejas JL, Aliberti S, Aksamit TR, Young KA, Kinney GL, Washko GR, Silverman EK, San Jos? Est?par R. Artificial Intelligence-based CT Assessment of Bronchiectasis: The COPDGene Study. Radiology. 2023 04; 307(1):e221109.
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Lamb MM, Connery AK, Colbert AM, Bauer D, Olson D, Paniagua-Avila A, Calvimontes DM, Bola?os GA, Sahly HME, Mu?oz FM, Asturias EJ. 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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Dieker JL, Renn BN, Daniels EA. Self-objectification: Implications for physical activity in middle-aged women and men. Psychol Health Med. 2023 03; 28(3):595-605.
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Ramgopal S, Ambroggio L, Lorenz D, Shah SS, Ruddy RM, Florin TA. A Prediction Model for Pediatric Radiographic Pneumonia. Pediatrics. 2022 01 01; 149(1).
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Gojanovich GS, Jacobson DL, Broadwell C, Karalius B, Kirmse B, Geffner ME, Jao J, Van Dyke RB, McFarland EJ, Silio M, Crain M, Gerschenson M. Associations of FGF21 and GDF15 with mitochondrial dysfunction in children living with perinatally-acquired HIV: A cross-sectional evaluation of pediatric AIDS clinical trials group 219/219C. PLoS One. 2021; 16(12):e0261563.
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Schroeppel TJ, Clement LP, Douville AA, Schmoekel NH, Stassinopoulos J, Decker C, Stillman ZE, Rodriquez J, Brockman VP, Hennessy E, Heise H, Khan AD. Time is of the Essence: Impact of a More Aggressive Chemical Venous Thromboembolism Prophylaxis Regimen on Trauma Patients. Am Surg. 2022 Mar; 88(3):455-462.
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