Concepedia

Measurement error and the replication crisis

Eric Loken, Andrew Gelman

Science · 2017 · 685 citations · 7 references

Concepts

Public HealthBiostatisticsPsychologyCausal InferenceExperimental DesignPsychometricsEffect Size EstimationExternal ValidityInternal ConsistencyMeasurement ErrorMeasurement TheoryMeasurement ValidityEstimation Of Measurement ErrorEstimation Under Measurement ErrorMeasurement ConsistencyReplicability CrisisReplication BiasReplication CrisisReplication Study Design

Abstract

The assumption that measurement error always reduces effect sizes is false

References

7

The Proof and Measurement of Association between Two Things

C. Spearman · The American Journal of Psychology · 1904 · 7.6K citations

Natural Sciences, Mathematics, Probability Theory +8

False-Positive Psychology

Joseph P. Simmons, Leif D. Nelson, Uri Simonsohn · Psychological Science · 2011 · 6.7K citations

Public Health, Behavioral Sciences, Psychology +17

Beyond Power Calculations

Andrew Gelman, John B. Carlin · Perspectives on Psychological Science · 2014 · 1.4K citations

Public Health, Biostatistics, Experimental Design +14

The Statistical Crisis in Science

Andrew Gelman, Eric Loken · American Scientist · 2014 · 962 citations

Natural Sciences, Biostatistics, Nature Of Science +11

Mismeasured Variables in Econometric Analysis: Problems from the Right and Problems from the Left

Jerry A. Hausman · The Journal of Economic Perspectives · 2001 · 670 citations · Full text

Social Sciences, Economics, Econometrics +13