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Basic statistics.

Jason H Moore1, Tricia A Thornton, Marylyn D Ritchie

  • 1Vanderbilt University Medical School, Nashville, Tennessee, USA.

Current Protocols in Human Genetics
|April 23, 2008
PubMed
Summary
This summary is machine-generated.

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This study outlines the philosophical underpinnings of statistics, a recent scientific discipline. It offers flowcharts to guide researchers in selecting appropriate statistical tests for their data and scientific inquiries.

Area of Science:

  • Statistics and Data Science
  • Scientific Methodology

Background:

  • Statistics is a rapidly evolving scientific field with significant advancements in the past century.
  • Understanding the philosophical foundations of statistical methods is crucial for rigorous scientific inquiry.

Purpose of the Study:

  • To elucidate the core philosophical concepts driving statistical analysis.
  • To develop practical decision-making frameworks for selecting appropriate statistical tests.
  • To provide resources for commonly used statistical software and references.

Main Methods:

  • Conceptual synthesis of philosophical ideas in statistics.
  • Development of flowchart-based decision trees for statistical test selection.
  • Curated list of relevant references and statistical software.

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Main Results:

  • A summary of key philosophical viewpoints in statistics.
  • User-friendly flowcharts designed to aid in choosing the correct statistical test based on data characteristics and research questions.
  • A comprehensive list of recommended statistical software and literature.

Conclusions:

  • The study provides a foundational understanding of statistical philosophy and practical guidance for test selection.
  • The developed frameworks aim to enhance the appropriate application of statistical methods in research.
  • Resources are provided to support researchers in their statistical analyses.