Graphical Models in Genetics

Research output: Chapter in Book/Report/Conference proceeding › Book chapter › Research › peer-review

Standard

Graphical Models in Genetics. / Lauritzen, S. L.; Sheehan, N. A.

Handbook of Statistical Genetics: Third Edition. Vol. 2 John Wiley & Sons, Ltd, 2008. p. 808-842.

Research output: Chapter in Book/Report/Conference proceeding › Book chapter › Research › peer-review

Harvard

Lauritzen, SL & Sheehan, NA 2008, Graphical Models in Genetics. in Handbook of Statistical Genetics: Third Edition. vol. 2, John Wiley & Sons, Ltd, pp. 808-842. https://doi.org/10.1002/9780470061619.ch24

APA

Lauritzen, S. L., & Sheehan, N. A. (2008). Graphical Models in Genetics. In Handbook of Statistical Genetics: Third Edition (Vol. 2, pp. 808-842). John Wiley & Sons, Ltd. https://doi.org/10.1002/9780470061619.ch24

Vancouver

Lauritzen SL, Sheehan NA. Graphical Models in Genetics. In Handbook of Statistical Genetics: Third Edition. Vol. 2. John Wiley & Sons, Ltd. 2008. p. 808-842 https://doi.org/10.1002/9780470061619.ch24

Author

Lauritzen, S. L. ; Sheehan, N. A. / Graphical Models in Genetics. Handbook of Statistical Genetics: Third Edition. Vol. 2 John Wiley & Sons, Ltd, 2008. pp. 808-842

Bibtex

@inbook{ab7b54899df243b0b9968191c4b1ef18,
title = "Graphical Models in Genetics",
abstract = "In this chapter, graphical models are introduced and used as a natural way to formulate and address problems in genetics and related areas. Local computational algorithms on graphical models are presented and their relationship with the traditional peeling algorithms discussed. The potential of graphical model representations is explored and illustrated using examples in linkage and association analysis, pedigree uncertainty, forensic identification, and causal inference from observational data.",
keywords = "Bayesian network structure, Gene expression data, Markov chain Monte Carlo, Maternally inherited gene, Mendelian randomisation, Peeling and related algorithms, Probabilistic expert systems, Quantitative trait locus, random propagate algorithm, Zero-loop pedigree",
author = "Lauritzen, {S. L.} and Sheehan, {N. A.}",
year = "2008",
month = may,
day = "9",
doi = "10.1002/9780470061619.ch24",
language = "English",
isbn = "9780470058305",
volume = "2",
pages = "808--842",
booktitle = "Handbook of Statistical Genetics",
publisher = "John Wiley & Sons, Ltd",

}

RIS

TY - CHAP

T1 - Graphical Models in Genetics

AU - Lauritzen, S. L.

AU - Sheehan, N. A.

PY - 2008/5/9

Y1 - 2008/5/9

N2 - In this chapter, graphical models are introduced and used as a natural way to formulate and address problems in genetics and related areas. Local computational algorithms on graphical models are presented and their relationship with the traditional peeling algorithms discussed. The potential of graphical model representations is explored and illustrated using examples in linkage and association analysis, pedigree uncertainty, forensic identification, and causal inference from observational data.

AB - In this chapter, graphical models are introduced and used as a natural way to formulate and address problems in genetics and related areas. Local computational algorithms on graphical models are presented and their relationship with the traditional peeling algorithms discussed. The potential of graphical model representations is explored and illustrated using examples in linkage and association analysis, pedigree uncertainty, forensic identification, and causal inference from observational data.

KW - Bayesian network structure

KW - Gene expression data

KW - Markov chain Monte Carlo

KW - Maternally inherited gene

KW - Mendelian randomisation

KW - Peeling and related algorithms

KW - Probabilistic expert systems

KW - Quantitative trait locus

KW - random propagate algorithm

KW - Zero-loop pedigree

UR - http://www.scopus.com/inward/record.url?scp=84855702365&partnerID=8YFLogxK

U2 - 10.1002/9780470061619.ch24

DO - 10.1002/9780470061619.ch24

M3 - Book chapter

AN - SCOPUS:84855702365

SN - 9780470058305

VL - 2

SP - 808

EP - 842

BT - Handbook of Statistical Genetics

PB - John Wiley & Sons, Ltd

ER -

ID: 201165233