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Posts tagged #evalues

#statstab #492 A tiny review on e-values and e-processes

Thoughts: How to be a bayesian while wearing a frequentist hat.

#evalues #eprocess #samplesize #evidence #power #sequential #error #type1

www.math.uwaterloo.ca/~wang/files/...

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Safe Flexible Hypothesis Tests for Practical Scenarios

#statstab #376 Safe Flexible Hypothesis Tests for Practical Scenarios

Thoughts: e-values & safe tests "conserve the type I error guarantee (false positive rate) regardless of the sample size"

#SafeAnytimeValidInference #SAVI #evalues #evidence
#safetests
cran.r-project.org/web/packages...

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Just gave my talk at the @KingstonUni Psychology Research Conference! Sharing insights on e-values and Safe Anytime Valid Inferences (SAVI)β€”powerful tools for making statistical inferences that remain valid no matter when you stop collecting data.

#conference #evalues #savi

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Supplementary material: A Tutorial on Safe Anytime-Valid Inference: Practical Maximally Flexible Sampling Designs for Experiments Based on e-Values Hosted on the Open Science Framework

#statstab #308 A Tutorial on Safe Anytime-Valid Inference [t-test]

Thoughts: Safe Anytime Valid Inferences (SAVI) are the future for frequentist stats. Since #253 I'm more convinced.

#SafeAnytimeValidInference #SAVI #evalues #likelihood #evidence #ttest

osf.io/mdbqe/

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Top academics have shifted their attention to e-values, Vovk was one of the first researches in the domain, other high profile researchers are picking the topic as well now.

#evalues #conformalprediction

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Anytime-valid inference in N-of-1 trials App-based N-of-1 trials offer a scalable experimental design for assessing the effects of health interventions at an individual level. Their practical success depends on the strong motivation of parti...

#statstab #253 Anytime-valid inference in N-of-1 trials

Thoughts: Are frequentists ready to talk about evidence? Safe Anytime Valid Inferences (SAVI) seem like the future.

#SafeAnytimeValidInference #SAVI #evalues #likelihood #evidence

arxiv.org/abs/2309.07353

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{first of 2025 πŸ₯³}
#statstab #251 E-values

Thoughts: These seem like the impossible; they are generalizations of likelihood ratios (i.e., used for composite hypotheses), and can provide evidence for/against a hypothesis.

#evalues #evidence #likelihood

sas.uwaterloo.ca/~wang/files/...

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