2 citations · 4 across the 5 of their papers we have counts for
5 papers
Mutation Effect Generalizability under Selection-Drift
Andre F. Ribeiro
While Neutral Theory famously describes the number of discrete genetic differences in populations, we consider the number of genetic backgrounds under which such differences are ob…
Spatio-Causal Patterns of Sample Growth
Andre F. Ribeiro
Different statistical samples (e.g., from different locations) offer populations and learning systems observations with distinct statistical properties. Samples under (1) 'Unconfou…
An Experimental-Design Perspective on Population Genetic Variation
Andre F. Ribeiro
We consider the hypothesis that Evolution promotes population-wide genome patterns that, under randomization, ensures the External Validity of adaptations across population members…
Sample Observed Effects: Enumeration, Randomization and Generalization
Andre F. Ribeiro
The widely used 'Counterfactual' definition of Causal Effects was derived for unbiasedness and accuracy - and not generalizability. We propose a Combinatorial definition for the Ex…
What can the millions of random treatments in nonexperimental data reveal about causes?
Andre F. Ribeiro, Frank Neffke, Ricardo Hausmann
We propose a new method to estimate causal effects from nonexperimental data. Each pair of sample units is first associated with a stochastic 'treatment' - differences in factors b…