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 519 publications over 30 distinct years, with a maximum of 45 publications in 2013

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

Year	Major Topic	Minor Topic	Total
1996	0	1	1
1997	0	2	2
1998	0	2	2
1999	0	4	4
2000	0	2	2
2001	0	3	3
2002	0	8	8
2003	0	12	12
2004	0	21	21
2005	0	32	32
2006	0	30	30
2007	0	29	29
2008	0	23	23
2009	0	30	30
2010	0	29	29
2011	2	28	30
2012	0	35	35
2013	0	45	45
2014	0	27	27
2015	1	37	38
2016	0	36	36
2017	0	33	33
2018	0	17	17
2019	0	15	15
2020	0	2	2
2021	0	7	7
2022	0	1	1
2023	0	2	2
2024	0	1	1
2025	0	2	2

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

Siraz MMM, Islam S, Shelley A, Alam MS, Mahmud A, Rashid MB, Khandaker MU, Yeasmin S, Rahman MS. Radioactivity distribution and concomitant hazards evaluation of industrial zones soils from Chattogram, Bangladesh: A multivariate statistical analysis. PLoS One. 2025; 20(7):e0328356.

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Siriwardhana C, Gunaratnam B, Kulasekera KB. Personalized Treatment Selection for Multivariate Ordinal Scale Outcomes and Multiple Treatments. Pharm Stat. 2025 Jul-Aug; 24(4):e70023.

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Ai W, Cunningham WA, Lai MC. Camouflaging, internalized stigma, and mental health in the general population. Int J Soc Psychiatry. 2024 Nov; 70(7):1239-1253.

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Feng B?ez JP, George De la Rosa MV, Alvarado-Hern?ndez BB, Roma?ach RJ, Stelzer T. Evaluation of a compact composite sensor array for concentration monitoring of solutions and suspensions via multivariate analysis. J Pharm Biomed Anal. 2023 Sep 05; 233:115451.

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Wolf EJ, Hawn SE, Sullivan DR, Miller MW, Sanborn V, Brown E, Neale Z, Fein-Schaffer D, Zhao X, Logue MW, Fortier CB, McGlinchey RE, Milberg WP. Neurobiological and genetic correlates of the dissociative subtype of posttraumatic stress disorder. J Psychopathol Clin Sci. 2023 May; 132(4):409-427.

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Patel J, Khandwal D, Choudhary B, Ardeshana D, Jha RK, Tanna B, Yadav S, Mishra A, Varshney RK, Siddique KHM. Differential Physio-Biochemical and Metabolic Responses of Peanut (Arachis hypogaea L.) under Multiple Abiotic Stress Conditions. Int J Mol Sci. 2022 Jan 08; 23(2).

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Doherty IA, Pilkington W, Brown L, Billings V, Hoffler U, Paulin L, Kimbro KS, Baker B, Zhang T, Locklear T, Robinson S, Kumar D. COVID-19 vaccine hesitancy in underserved communities of North Carolina. PLoS One. 2021; 16(11):e0248542.

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Yang B, Han K, Kim SH, Lee DH, Park SH, Yoo JE, Shin DW, Choi H, Lee H. Being Underweight Increases the Risk of Non-Cystic Fibrosis Bronchiectasis in the Young Population: A Nationwide Population-Based Study. Nutrients. 2021 Sep 15; 13(9).

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Ebrahimi Kalan M, Jebai R, Zarafshan E, Bursac Z. Distinction Between Two Statistical Terms: Multivariable and Multivariate Logistic Regression. Nicotine Tob Res. 2021 08 04; 23(8):1446-1447.

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Griffen TL, Dammer EB, Dill CD, Carey KM, Young CD, Nunez SK, Ohandjo AQ, Kornblau SM, Lillard JW. Multivariate transcriptome analysis identifies networks and key drivers of chronic lymphocytic leukemia relapse risk and patient survival. BMC Med Genomics. 2021 Jun 29; 14(1):171.

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