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 675 publications over 30 distinct years, with a maximum of 72 publications in 2013

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

Year	Major Topic	Minor Topic	Total
1994	0	4	4
1995	0	2	2
1996	0	4	4
1997	0	6	6
1998	0	9	9
1999	0	11	11
2000	0	6	6
2001	0	12	12
2002	0	13	13
2003	0	22	22
2004	0	21	21
2005	0	33	33
2006	0	22	22
2007	0	23	23
2008	0	35	35
2009	0	24	24
2010	0	36	36
2011	0	32	32
2012	0	49	49
2013	1	71	72
2014	0	50	50
2015	0	35	35
2016	0	53	53
2017	0	49	49
2018	0	21	21
2019	0	18	18
2020	0	5	5
2021	0	5	5
2022	0	1	1
2024	0	2	2

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

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 Dec; 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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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.

View in: PubMed
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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Jia X, Lee MT, Ramsey DJ, Mahtta D, Akeroyd JM, Turchin A, Navar AM, Matheny ME, Gobbel G, Stone NJ, Nambi V, Ballantyne CM, Petersen LA, Virani SS. Association of patient, provider and facility related characteristics with statin associated side effects and statin use: Insight from the Veteran's Affairs healthcare system. J Clin Lipidol. 2021 Nov-Dec; 15(6):832-839.

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Boelitz K, Jirka C, Eberhardt RT, Kalish JA, Siracuse JJ, Farber A, Jones DW. Inadequate Adherence to Imaging Surveillance and Medical Management in Patients with Duplex Ultrasound-Detected Carotid Artery Stenosis. Ann Vasc Surg. 2021 Jul; 74:63-72.

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Meyer DC, Hill SS, McDade JA, Harnsberger CR, Davids JS, Sturrock PR, Maykel JA, Alavi K. Opioid Consumption Patterns After Anorectal Operations: Development of an Institutional Prescribing Guideline. Dis Colon Rectum. 2021 01; 64(1):103-111.

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Kumar NP, Moideen K, Nancy A, Viswanathan V, Thiruvengadam K, Sivakumar S, Hissar S, Nair D, Banurekha VV, Kornfeld H, Babu S. Association of Plasma Matrix Metalloproteinase and Tissue Inhibitors of Matrix Metalloproteinase Levels With Adverse Treatment Outcomes Among Patients With Pulmonary Tuberculosis. JAMA Netw Open. 2020 12 01; 3(12):e2027754.

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