Jove
Visualize
Contact Us
JoVE
x logofacebook logolinkedin logoyoutube logo
ABOUT JoVE
OverviewLeadershipBlogJoVE Help Center
AUTHORS
Publishing ProcessEditorial BoardScope & PoliciesPeer ReviewFAQSubmit
LIBRARIANS
TestimonialsSubscriptionsAccessResourcesLibrary Advisory BoardFAQ
RESEARCH
JoVE JournalMethods CollectionsJoVE Encyclopedia of ExperimentsArchive
EDUCATION
JoVE CoreJoVE BusinessJoVE Science EducationJoVE Lab ManualFaculty Resource CenterFaculty Site
Terms & Conditions of Use
Privacy Policy
Policies

Related Experiment Videos

Research methodology. Part IV: Understanding canonical correlation analysis

M T Beard, K A Edwards, E L Curry

    The ABNF Journal : Official Journal of the Association of Black Nursing Faculty in Higher Education, Inc
    |January 1, 1996
    PubMed
    Summary
    This summary is machine-generated.

    Related Concept Videos

    You might also read

    Related Articles

    Articles linked to this work by shared authors, journal, and citation graph.

    Sort by
    Same author

    Mechanical Resistance to Shear Stress: The Role of Echinoderm Egg Extracellular Layers.

    The Biological bulletin·2017
    Same author

    Investigating non-specific binding to chemically engineered sensor surfaces using liposomes as models.

    The Analyst·2016
    Same author

    Monitoring of growth and yield and response to silvicultural treatments.

    Environmental monitoring and assessment·2013
    Same author

    Technologies in dermatology: teledermatology review.

    Giornale italiano di dermatologia e venereologia : organo ufficiale, Societa italiana di dermatologia e sifilografia·2011
    Same author

    Necrotizing enterocolitis in infants with periventricular hemorrhagic infarction: associations and outcomes.

    Neonatology·2010
    Same author

    Growth and neurodevelopment at 16 to 24 months of age for infants born with gastroschisis.

    Journal of perinatology : official journal of the California Perinatal Association·2008
    Same journal

    Vaccines, Herd Immunity, and COVID-19.

    The ABNF journal : official journal of the Association of Black Nursing Faculty in Higher Education, Inc·2024
    Same journal

    You Do What You Got To Do: African-American Women's Perspectives of Managing Breast Cancer.

    The ABNF journal : official journal of the Association of Black Nursing Faculty in Higher Education, Inc·2018
    Same journal

    Breast Health Attitudes in Afro-Caribbean Women.

    The ABNF journal : official journal of the Association of Black Nursing Faculty in Higher Education, Inc·2018
    Same journal

    Addressing Health Disparities through Cultural and Linguistic Competency Trainings.

    The ABNF journal : official journal of the Association of Black Nursing Faculty in Higher Education, Inc·2018
    Same journal

    The Danger of Not Following Police: Orders When Approached.

    The ABNF journal : official journal of the Association of Black Nursing Faculty in Higher Education, Inc·2018
    Same journal

    Health, Life, Death, and the U.S. Police Departments.

    The ABNF journal : official journal of the Association of Black Nursing Faculty in Higher Education, Inc·2018
    See all related articles

    Canonical correlation analysis (CCA) reveals relationships between variable sets. This study illustrates CCA

    Area of Science:

    • Multivariate statistics
    • Statistical modeling in research

    Background:

    • Canonical Correlation (CA) is a statistical technique.
    • It is used to determine relationships between sets of dependent and independent variables.
    • CA is presented as a precursor to advanced statistical methods.

    Purpose of the Study:

    • To explain Canonical Correlation (CA) as a method for assessing relationships between variable sets.
    • To illustrate the application of CA using a case study.
    • To discuss the interpretation and application of CA in nursing research.

    Main Methods:

    • Canonical Correlation analysis was employed.
    • A case study was used for illustration.
    • SPSS procedures for performing CA were detailed.

    Related Experiment Videos

    Main Results:

    • Three pairs of clusters (factors or profiles) emerged from the case data.
    • The strength of relationships between these clusters was revealed.
    • Interpretation of the identified clusters was provided.

    Conclusions:

    • Canonical Correlation is a valuable technique for understanding complex relationships between variable sets.
    • The study provides a practical guide to performing and interpreting CA.
    • Potential applications of CA in nursing research are highlighted.