Six Statistical Senses
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This note is for Craiu, R. V., Gong, R., & Meng, X.-L. (2023). Six Statistical Senses. Annual Review of Statistics and Its Application, 10(1), 699–725.
Sense 1: Selective Hearing: Informative Ignorance
- Randomized Replications
- Exchangeability
Sense 2: Following Our Nose: Determinacy Through Randomness
- Monte Carlo Integration
- Randomized Responses and Differential Privacy
Sense 3: Seeing Through: Enlightenment From Dark Data
- Quantifying Missing-Data Mechanisms and Data Defects
- Intentionally Constructed Dark Data
Sense 4: Magic Touch: Refinement by Confinement
- Shrinkage Estimation and Bayesian Pooling
- Conditioning
Sense 5: Just a Taste: Richness in Frugality
- Bootstrap
- Propensity Matching
Sense 6: Sense and Sensibility
- Fiducial Inference
- Bayesian Inference
- Frequentist Inference