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.

MeSH information

Definition | Details | More General Concepts | Related Concepts | More Specific Concepts

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".

Analytical, Diagnostic and Therapeutic Techniques and Equipment [E]
Investigative Techniques [E05]
Epidemiologic Methods [E05.318]
Statistics as Topic [E05.318.740]
Regression Analysis [E05.318.740.750]
Health Care [N]
Health Care Quality, Access, and Evaluation [N05]
Quality of Health Care [N05.715]
Health Care Evaluation Mechanisms [N05.715.360]
Statistics as Topic [N05.715.360.750]
Regression Analysis [N05.715.360.750.695]
Environment and Public Health [N06]
Public Health [N06.850]
Epidemiologic Methods [N06.850.520]
Statistics as Topic [N06.850.520.830]
Regression Analysis [N06.850.520.830.750]

Below are MeSH descriptors whose meaning is more specific than "Regression Analysis".

publications

Timeline | Most Recent

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.

Bar chart showing 431 publications over 28 distinct years, with a maximum of 33 publications in 2010

To see the data from this visualization as text, click here.

Year	Major Topic	Minor Topic	Total
1996	0	11	11
1997	0	8	8
1998	0	9	9
1999	0	13	13
2000	0	7	7
2001	0	13	13
2002	0	20	20
2003	0	10	10
2004	0	16	16
2005	0	13	13
2006	1	17	18
2007	0	25	25
2008	0	24	24
2009	0	30	30
2010	0	33	33
2011	0	25	25
2012	0	21	21
2013	0	19	19
2014	2	16	18
2015	0	15	15
2016	0	16	16
2017	1	20	21
2018	0	20	20
2019	0	10	10
2020	0	8	8
2021	0	5	5
2022	0	1	1
2023	0	2	2

Below are the most recent publications written about "Regression Analysis" by people in Profiles.

Datar RS, Fette LM, Hinkelman AN, Hammershaimb EA, Friedman-Klabanoff DJ, Mongraw-Chaffin M, Weintraub WS, Ahmed N, Gibbs MA, Runyon MS, Plumb ID, Thompson W, Saydah S, Edelstein SL, Berry AA. Factors associated with COVID-19 vaccination during June-October 2021: A multi-site prospective study. Vaccine. 2023 05 11; 41(20):3204-3214.

View in: PubMed
Burnett RA, Serino J, Hur ES, Higgins JDD, Courtney PM, Della Valle CJ. Outpatient Total Knee Arthroplasty Shows Decreasing Complication Burden From 2010 to 2020. J Arthroplasty. 2023 09; 38(9):1718-1725.

View in: PubMed
Villasana GA, Bradley C, Elze T, Myers JS, Pasquale L, De Moraes CG, Wellik S, Boland MV, Ramulu P, Hager G, Unberath M, Yohannan J. Improving Visual Field Forecasting by Correcting for the Effects of Poor Visual Field Reliability. Transl Vis Sci Technol. 2022 05 02; 11(5):27.

View in: PubMed
Waisman Malaret AJ, Chang P, Zhu K, Zheng Y, Newcomb LF, Liu M, McKenney JK, Brooks JD, Carroll P, Dash A, Filson CP, Gleave ME, Liss M, Martin FM, Morgan TM, Nelson PS, Lin DW, Wagner AA. Evaluating the Outcomes of Active Surveillance in Grade Group 2 Prostate Cancer: Prospective Results from the Canary PASS Cohort. J Urol. 2022 04; 207(4):805-813.

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Aladin AI, Whellan D, Mentz RJ, Pastva AM, Nelson MB, Brubaker P, Duncan P, Reeves G, Rosenberg P, Kitzman DW. Relationship of physical function with quality of life in older patients with acute heart failure. J Am Geriatr Soc. 2021 07; 69(7):1836-1845.

View in: PubMed
Rybicki BA, Sadasivan SM, Chen Y, Kravtsov O, Palangmonthip W, Arora K, Gupta NS, Williamson S, Bobbitt K, Chitale DA, Tang D, Rundle AG, Iczkowski KA. Growth and differentiation factor 15 and NF-?B expression in benign prostatic biopsies and risk of subsequent prostate cancer detection. Cancer Med. 2021 05; 10(9):3013-3025.

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Collier ZK, Leite WL, Karpyn A. Neural Networks to Estimate Generalized Propensity Scores for Continuous Treatment Doses. Eval Rev. 2021 Feb-Apr; 45(1-2):3-33.

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Berry JG, Hall M, Cohen E, Feudtner C, Chiang VW, Chung PJ, Gay JC, Shah SS, Casto E, Richardson T. Hospitals' Diversity of Diagnosis Groups and Associated Costs of Care. Pediatrics. 2021 03; 147(3).

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Baker SE, Monlezun DJ, Ambroze WL, Margolin DA. Anastomotic Leak is Increased With Clostridium difficile Infection After Colectomy: Machine Learning-Augmented Propensity Score Modified Analysis of 46?735 Patients. Am Surg. 2022 Jan; 88(1):74-82.

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Dukleska K, Vinocur CD, Brenn BR, Lim DJ, Keith SW, Dirnberger DR, Berman L. Preoperative Blood Transfusions and Morbidity in Neonates Undergoing Surgery. Pediatrics. 2020 11; 146(5).

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