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Small Telescopes: Detectability and the Evaluation of Replication Results
by
Simonsohn, Uri
in
Astronomy - methods
/ Astronomy - standards
/ Data Interpretation, Statistical
/ Data replication
/ Estimating techniques
/ Estimation
/ Hypothesis
/ Hypothesis testing
/ Models, Statistical
/ Performance evaluation
/ Psychological factors
/ Reproducibility
/ Reproducibility of Results
/ Research Design
/ Research methodology
/ Research methods
/ Sample Size
/ Social psychology
/ Social theory
/ Space telescopes
/ Telescopes
2015
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Small Telescopes: Detectability and the Evaluation of Replication Results
by
Simonsohn, Uri
in
Astronomy - methods
/ Astronomy - standards
/ Data Interpretation, Statistical
/ Data replication
/ Estimating techniques
/ Estimation
/ Hypothesis
/ Hypothesis testing
/ Models, Statistical
/ Performance evaluation
/ Psychological factors
/ Reproducibility
/ Reproducibility of Results
/ Research Design
/ Research methodology
/ Research methods
/ Sample Size
/ Social psychology
/ Social theory
/ Space telescopes
/ Telescopes
2015
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Do you wish to request the book?
Small Telescopes: Detectability and the Evaluation of Replication Results
by
Simonsohn, Uri
in
Astronomy - methods
/ Astronomy - standards
/ Data Interpretation, Statistical
/ Data replication
/ Estimating techniques
/ Estimation
/ Hypothesis
/ Hypothesis testing
/ Models, Statistical
/ Performance evaluation
/ Psychological factors
/ Reproducibility
/ Reproducibility of Results
/ Research Design
/ Research methodology
/ Research methods
/ Sample Size
/ Social psychology
/ Social theory
/ Space telescopes
/ Telescopes
2015
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Small Telescopes: Detectability and the Evaluation of Replication Results
Journal Article
Small Telescopes: Detectability and the Evaluation of Replication Results
2015
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Overview
This article introduces a new approach for evaluating replication results. It combines effect-size estimation with hypothesis testing, assessing the extent to which the replication results are consistent with an effect size big enough to have been detectable in the original study. The approach is demonstrated by examining replications of three well-known findings. Its benefits include the following: (a) differentiating \"unsuccessful\" replication attempts (i.e., studies yielding p > .05) that are too noisy from those that actively indicate the effect is undetectably different from zero, (b) \"protecting\" true findings from underpowered replications, and (c) arriving at intuitively compelling inferences in general and for the revisited replications in particular.
Publisher
SAGE Publications,SAGE PUBLICATIONS, INC
Subject
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