A Not-So-Fundamental Limitation on Studying Complex Systems with Statistics: Comment on Rabin (2011)

作者：Thomas Drew M^*

来源：Journal of Statistical Physics, 2012, 149(6): 1168-1171.

DOI：10.1007/s10955-012-0647-y

• Statistical inference
• Complex system
• Selective reporting
• Publication bias
• Hypothesis testing

Although living organisms are affected by many interrelated and unidentified variables, this complexity does not automatically impose a fundamental limitation on statistical inference. Nor need one invoke such complexity as an explanation of the "Truth Wears Off" or "decline" effect; similar "decline" effects occur with far simpler systems studied in physics. Selective reporting and publication bias, and scientists' biases in favor of reporting eye-catching results (in general) or conforming to others' results (in physics) better explain this feature of the "Truth Wears Off" effect than Rabin's suggested limitation on statistical inference.

• 出版日期2012-12