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Accurate Liability Estimation Improves Power in Ascertained Case Control Studies
Omer Weissbrod, Christoph Lippert, Dan Geiger +1
Linear mixed models (LMMs) have emerged as the method of choice for confounded genome-wide association studies. However, the performance of LMMs in non-randomly ascertained case-co…
Modular Belief Updates and Confusion about Measures of Certainty in Artificial Intelligence Research
Eric J. Horvitz, David Heckerman
Over the last decade, there has been growing interest in the use or measures or change in belief for reasoning with uncertainty in artificial intelligence research. An important ch…
Addendum on the scoring of Gaussian directed acyclic graphical models
Jack Kuipers, Giusi Moffa, David Heckerman
We provide a correction to the expression for scoring Gaussian directed acyclic graphical models derived in Geiger and Heckerman [Ann. Statist. 30 (2002) 1414-1440] and discuss how…