Multivariate Analysis

"Multivariate 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

A set of techniques used when variation in several variables has to be studied simultaneously. In statistics, multivariate analysis is interpreted as any analytic method that allows simultaneous study of two or more dependent variables.

Descriptor ID	D015999
MeSH Number(s)	E05.318.740.150.500 N05.715.360.750.125.500 N06.850.520.830.150.500
Concept/Terms	Multivariate Analysis Multivariate Analysis Analyses, Multivariate Analysis, Multivariate Multivariate Analyses

Below are MeSH descriptors whose meaning is more general than "Multivariate Analysis".

Analytical, Diagnostic and Therapeutic Techniques and Equipment [E]
Investigative Techniques [E05]
Epidemiologic Methods [E05.318]
Statistics as Topic [E05.318.740]
Analysis of Variance [E05.318.740.150]
Multivariate Analysis [E05.318.740.150.500]
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]
Analysis of Variance [N05.715.360.750.125]
Multivariate Analysis [N05.715.360.750.125.500]
Environment and Public Health [N06]
Public Health [N06.850]
Epidemiologic Methods [N06.850.520]
Statistics as Topic [N06.850.520.830]
Analysis of Variance [N06.850.520.830.150]
Multivariate Analysis [N06.850.520.830.150.500]

Below are MeSH descriptors whose meaning is related to "Multivariate Analysis".

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

publications

Timeline | Most Recent

This graph shows the total number of publications written about "Multivariate Analysis" by people in this website by year, and whether "Multivariate Analysis" was a major or minor topic of these publications.

Bar chart showing 701 publications over 31 distinct years, with a maximum of 64 publications in 2013

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

Year	Major Topic	Minor Topic	Total
1996	0	4	4
1997	0	6	6
1998	0	10	10
1999	0	14	14
2000	0	7	7
2001	0	14	14
2002	0	14	14
2003	0	23	23
2004	0	18	18
2005	0	32	32
2006	0	22	22
2007	0	27	27
2008	0	36	36
2009	0	24	24
2010	0	36	36
2011	0	32	32
2012	0	52	52
2013	1	63	64
2014	0	55	55
2015	0	40	40
2016	0	54	54
2017	0	55	55
2018	0	23	23
2019	0	20	20
2020	0	6	6
2021	0	6	6
2022	0	1	1
2023	0	1	1
2024	0	2	2
2025	0	1	1
2026	0	2	2

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

Bakradze E, Shu L, Yaghi S, Tran TLN, Crandal RC, Lester E, Mandel DM, Siegler JE, Penckofer M, Liberman AL, Field TS, Khan F, Kam W, Mac Grory B, Saleh Velez FG, Henninger N, Elangovan C, Krishnaiah B, Gandhi P, Shahripour RB, Ghannam M, Heldner MR, Antonenko K, Rothstein A, Leker RR, Metanis I, Samaniego E, Romoli M, Zedde M, Pascarella R, Nguyen TN, Klein P, Khasiyev F, Khazaal O, Almajali M, Zubair AS, Elnazeir M, Marto JP, Nehme A, Giles JA, Engelter ST, Stretz C, Salehi Omran S. Possible Diagnostic Error in Cervical Artery Dissection: Analysis of STOP-CAD Study. J Am Heart Assoc. 2026 May 19; 15(10):e046408.

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Jeong H, Lee H, van Emmerik R. Speed-Dependent Multivariate Coordination Variability Using an Ellipse-Based Vector Coding Method. J Mot Behav. 2026; 58(2):277-285.

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Ciomperlik H, Wiley RL, Ghose I, Whelan A, Mendez-Figueroa H, Chauhan SP. Postpartum Hemorrhage Morbidity in Deliveries Complicated by Elevated Body Mass Index. Am J Perinatol. 2026 01; 43(2):222-229.

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Prusaczyk B, Tilmon S, Landman J, Seibert D, Colston DC, Westergaard R, Cooper H, Feinberg J, Friedmann PD, Go VF, Khoury D, Korthius T, Mixson S, Moellner A, Nolte K, Smith G, Young A, Pho MT, Jenkins W. Barriers to Healthcare and Social Service Utilization Among Rural Older Adults Who Use Drugs. J Appl Gerontol. 2024 12; 43(12):1977-1984.

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Call C, Oran A, O'Shea TM, Jensen ET, Frazier JA, Vaidya R, Shenberger J, Gogcu S, Msall ME, Kim S, Jalnapurkar I, Fry RC, Singh R. Health-related quality of life at age 10 years in children born extremely preterm. J Perinatol. 2024 Jun; 44(6):835-843.

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Jivanji D, Kaplan-Marans E, West M, Silver D, Silver M, Schulman A. Can men 75 and older safely receive a minimally invasive radical prostatectomy? J Robot Surg. 2023 Aug; 17(4):1675-1679.

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Ivanov DG, Yang Y, Pawlowski JW, Carrick IJ, Kaltashov IA. Rapid Evaluation of the Extent of Haptoglobin Glycosylation Using Orthogonal Intact-Mass MS Approaches and Multivariate Analysis. Anal Chem. 2022 03 29; 94(12):5140-5148.

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Zhu X, Zou J, Mochel MC, Bledsoe JR. Reply to "Limitations of multivariate survival analysis". Mod Pathol. 2022 07; 35(7):994-995.

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Emmerick ICM, Singh A, Powers M, Lou F, Lin P, Maxfield M, Uy K. Factors associated with diagnosis of stages I and II lung cancer: a multivariate analysis. Rev Saude Publica. 2021; 55:112.

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Soni A, Fahey N, Bhutta ZA, Li W, Frazier JA, Moore Simas T, Nimbalkar SM, Allison JJ. Early childhood undernutrition, preadolescent physical growth, and cognitive achievement in India: A population-based cohort study. PLoS Med. 2021 10; 18(10):e1003838.

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