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Your search keyword '"Models, Statistical"' showing total 2 results
Start Over Descriptor "Models, Statistical" Publication Type Books
2 results on '"Models, Statistical"'

1. Probabilistic graphical models for genetics, genomics, and postgenomics.

Author

Mourad, Raphaël and Sinoquet, Christine

Subjects
Genetics -- Statistical methods, Genomics -- Statistical methods, Graphical modeling (Statistics), Genetics -- Mathematical models, Computational Biology -- methods, Bayes Theorem, Computer Simulation, Genomics -- methods, Models, Genetic, Models, Statistical
Abstract

Summary: At the crossroads between statistics and machine learning, probabilistic graphical models (PGMs) provide a powerful formal framework to model complex data. An expanding volume of biological data of various types, the so-called 'omics', is in need of accurate and efficient methods for modelling and PGMs are expected to have a prominent role to play. This book provides an overview of the applications of PGMs to genetics, genomics and postgenomics to meet this increased interest.

Published
2014

2. Cases on health outcomes and clinical data mining : studies and frameworks.

Author

Cerrito, Patricia B.

Subjects
Data mining, Outcome assessment (Medical care), Outcome Assessment (Health Care), Data Mining -- methods, Models, Statistical
Abstract

Summary: "Because so much data is now becoming readily available to investigate health outcomes, it is important to examine just how statistical models are used to do this. This book studies health outcomes research using data mining techniques"--Provided by publisher.

Published
2010

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