Search Results - information causality

Surrogate endpoints, part 2 further developments /

Table of Contents: “…Contents: Continuous surrogates -- Extensions to non-Gaussian and repeated measures -- Information-theory approach -- Relationship with causal-inference approach.…”
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A note on the application of post-randomization adjustment

Table of Contents: “…Contents: Adjustment for post-randomization variables: uses in practice to obtain additional information in randomized experiments -- Potential problems of the conventional regression based post-randomization adjustment method: reliability, precision and causality -- Available alternative methods that could provide either more powerful, less biased evaluation or more appropriate assessment for causality -- Examples of the application of the different post-randomization adjustment methods.…”
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A brief history of statistical developments in animal breeding part 2 of 2, use of genomics in animal breeding practice/

Table of Contents: “…Contents: Setting the state for the genomics era -- Dealing with epistatic interactions -- Machine learning: largely non-parametric -- Challenges: sequence information, bigger data, and causality.…”
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