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

Testing for simple independent action between two factors for dichotomous response data.

W W Piegorsch, C R Weinberg, J K Haseman

    Biometrics
    |June 1, 1986
    PubMed
    Summary

    This study evaluates statistical tests for independent action between two factors influencing an outcome. A test using nonresponse probability estimates is recommended for its accurate size and good power in statistical analysis.

    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

    Preconception vitamin D and miscarriage in a prospective cohort study.

    Human reproduction (Oxford, England)·2022
    Same author

    A prospective study of type 2 diabetes, metformin use, and risk of breast cancer.

    Annals of oncology : official journal of the European Society for Medical Oncology·2021
    Same author

    Interactions between a Polygenic Risk Score and Non-genetic Risk Factors in Young-Onset Breast Cancer.

    Scientific reports·2020
    Same author

    Fertility, season and a legitimate role for P-values.

    Human reproduction (Oxford, England)·2020
    Same author

    <i>Helicobacter pylori</i> seropositivity is associated with antinuclear antibodies in US adults, NHANES 1999-2000.

    Epidemiology and infection·2020
    Same author

    Pre-conception 25-hydroxyvitamin D (25(OH)D) and fecundability.

    Human reproduction (Oxford, England)·2019

    Area of Science:

    • Statistics
    • Biostatistics
    • Epidemiology

    Background:

    • Assessing independent action between factors is crucial in statistical analysis.
    • Dichotomous outcomes and factors present unique challenges in statistical testing.
    • Existing statistical tests may have limitations in specific scenarios.

    Purpose of the Study:

    • To compare the performance of three statistics for testing simple independent action.
    • To evaluate the size and power of these statistics under various conditions.
    • To recommend a suitable statistic for analyzing dichotomous outcomes with two factors.

    Main Methods:

    • Comparison of three statistical tests for independent action.
    • Examination of test sizes and powers across different model parameterizations.

    Related Experiment Videos

  • Analysis of nonresponse probability estimates.

    • Main Results:

    • One test, based on the ratio of nonresponse probability estimates, demonstrated proper size.
    • This recommended test also exhibited acceptable statistical power.
    • The performance was evaluated under diverse parameterizations.

    Conclusions:

    • The test utilizing nonresponse probability estimates is a reliable choice.
    • This statistic is suitable for testing independent action with dichotomous data.
    • The findings support its application in relevant statistical and epidemiological research.