Publicación: The ethics of statistical testing
Fecha
2012-04-11
Autores
Sprenger, Jan
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info:eu-repo/semantics/openAccess
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Resumen
Signicance testing is the most widely used statistical tool for quantitative analysis in science and business. We want to explore in what sense signicance testing can help in making ethical decisions, and in what sense it may obstruct them. In the rst section of this paper, we analyze a simplied model of ethical decision-making, showing how consistency in the assignment of probabilities is a prerequisite for any consequentialist justication of our choices. In the second section we provide a short introduction to signicance testing and its two main interpretations. In the third section we point to inconsistencies in the actual practice of signicance testing. Finally, we discuss several proposals for a consistent use of statistical tests in practical decision-making.
Descripción
Categorías UNESCO
Palabras clave
signicance testing, consequentialism, expected utility theory, frequentism, Bayesianism, p-values
Citación
Centro
Facultad de Filosofía
Departamento
Lógica, Historia y Filosofía de la Ciencia