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A program for logistic regression on the IBM PC.

D L McGee

    American Journal of Epidemiology
    |October 1, 1986
    PubMed
    Summary
    This summary is machine-generated.

    This study introduces a program for interactive logistic regression analysis on IBM PCs, offering key statistics for epidemiologists. It enhances data analysis with confidence intervals for odds ratios and coefficients.

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    Area of Science:

    • Epidemiology
    • Biostatistics
    • Computer Science

    Background:

    • Logistic regression is a fundamental statistical method in epidemiological research.
    • Effective computational tools are essential for applying complex statistical models in real-world analyses.
    • The need for accessible and interactive software for epidemiologists has been recognized.

    Purpose of the Study:

    • To describe a software program designed for interactive logistic regression analysis.
    • To provide epidemiologists with a tool for analyzing data on IBM PC compatible systems.
    • To offer essential statistical outputs for epidemiological interpretation.

    Main Methods:

    • Development of a software program for interactive logistic analysis.
    • Implementation on IBM PC and compatible operating systems.

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  • Inclusion of key statistical measures relevant to epidemiologists.

    • Main Results:

    • The program facilitates interactive logistic regression analysis.
    • It provides crucial statistics, including confidence intervals for coefficients.
    • Estimated odds ratios with confidence intervals are also generated.

    Conclusions:

    • The developed program serves as a valuable tool for epidemiologists.
    • Interactive logistic analysis is made more accessible on personal computers.
    • The software supports robust statistical inference in epidemiological studies.