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Critical Replications for Statistical Design

Authors: Leslie Kish;

Critical Replications for Statistical Design

Abstract

While writing a new book [Wiley ’87] I found several distinct statistical problems, each with a separate solution, but all in need of a higher principle of justification. I looked in vain into statistics for a higher principle or criterion which we need to serve as a common foundation for those similar solutions. Then I thought that “falsifiability” could be borrowed from the logic of scientific discovery, from the philosophy of science, if adopted in a suitably modified form to our needs in statistical design. However, discussions and correspondence with several philosophers of science and several statisticians suggested that I was wrong in trying to stretch falsifiability to cover our needs in statistics. I may also have been wrong in believing that falsifiability was both well known, well established, and well accepted as a logical principle of scientific discovery. Thus I am forced to propose a new name: Critical Replication. I can suggest several alternative names, some suggested by others, and ask for your preferences: sturdiness, robustness, resilience; sturdy conditioning, (re)conditioning, probing, replicability, generalizability, multiplicity.

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
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