Multivariate phenotype analysis enables genome-wide inference of mammalian gene function
Author
Abstract
Suggested Citation
DOI: 10.1371/journal.pbio.3001723
Download full text from publisher
References listed on IDEAS
- Timothée Flutre & Xiaoquan Wen & Jonathan Pritchard & Matthew Stephens, 2013. "A Statistical Framework for Joint eQTL Analysis in Multiple Tissues," PLOS Genetics, Public Library of Science, vol. 9(5), pages 1-13, May.
- Enrico Petretto & Leonardo Bottolo & Sarah R Langley & Matthias Heinig & Chris McDermott-Roe & Rizwan Sarwar & Michal Pravenec & Norbert Hübner & Timothy J Aitman & Stuart A Cook & Sylvia Richardson, 2010. "New Insights into the Genetic Control of Gene Expression using a Bayesian Multi-tissue Approach," PLOS Computational Biology, Public Library of Science, vol. 6(4), pages 1-13, April.
- Asim Ansari & Kamel Jedidi, 2000. "Bayesian factor analysis for multilevel binary observations," Psychometrika, Springer;The Psychometric Society, vol. 65(4), pages 475-496, December.
- Michael R. Bowl & Michelle M. Simon & Neil J. Ingham & Simon Greenaway & Luis Santos & Heather Cater & Sarah Taylor & Jeremy Mason & Natalja Kurbatova & Selina Pearson & Lynette R. Bower & Dave A. Cla, 2017. "A large scale hearing loss screen reveals an extensive unexplored genetic landscape for auditory dysfunction," Nature Communications, Nature, vol. 8(1), pages 1-11, December.
- Qiong Yang & Yuanjia Wang, 2012. "Methods for Analyzing Multivariate Phenotypes in Genetic Association Studies," Journal of Probability and Statistics, Hindawi, vol. 2012, pages 1-13, July.
- Jan Rozman & Birgit Rathkolb & Manuela A. Oestereicher & Christine Schütt & Aakash Chavan Ravindranath & Stefanie Leuchtenberger & Sapna Sharma & Martin Kistler & Monja Willershäuser & Robert Brommage, 2018. "Identification of genetic elements in metabolism by high-throughput mouse phenotyping," Nature Communications, Nature, vol. 9(1), pages 1-16, December.
- Bengt Muthén, 1989. "Latent variable modeling in heterogeneous populations," Psychometrika, Springer;The Psychometric Society, vol. 54(4), pages 557-585, September.
- N. Longford & B. Muthén, 1992. "Factor analysis for clustered observations," Psychometrika, Springer;The Psychometric Society, vol. 57(4), pages 581-597, December.
Most related items
These are the items that most often cite the same works as this one and are cited by the same works as this one.- Asim Ansari & Kamel Jedidi & Laurette Dube, 2002. "Heterogeneous factor analysis models: A bayesian approach," Psychometrika, Springer;The Psychometric Society, vol. 67(1), pages 49-77, March.
- Sophia Rabe-Hesketh & Anders Skrondal & Andrew Pickles, 2004. "Generalized multilevel structural equation modeling," Psychometrika, Springer;The Psychometric Society, vol. 69(2), pages 167-190, June.
- Asim Ansari & Kamel Jedidi & Sharan Jagpal, 2000. "A Hierarchical Bayesian Methodology for Treating Heterogeneity in Structural Equation Models," Marketing Science, INFORMS, vol. 19(4), pages 328-347, August.
- David B. Dunson & Zhen Chen & Jean Harry, 2003. "A Bayesian Approach for Joint Modeling of Cluster Size and Subunit-Specific Outcomes," Biometrics, The International Biometric Society, vol. 59(3), pages 521-530, September.
- Anders Skrondal & Sophia Rabe‐Hesketh, 2007. "Latent Variable Modelling: A Survey," Scandinavian Journal of Statistics, Danish Society for Theoretical Statistics;Finnish Statistical Society;Norwegian Statistical Association;Swedish Statistical Association, vol. 34(4), pages 712-745, December.
- Sik-Yum Lee & Sin-Yu Tsang, 1999. "Constrained maximum likelihood estimation of two-level covariance structure model via EM type algorithms," Psychometrika, Springer;The Psychometric Society, vol. 64(4), pages 435-450, December.
- Coenders, Germà & Espinet, Josep Maria & Saez, Marc, 2001. "Predicting random level and seasonality of hotel prices. A structural equation growth curve approach," Working Papers of the Department of Economics, University of Girona 1, Department of Economics, University of Girona.
- Bacci, Silvia & Bartolucci, Francesco & Pieroni, Luca, 2012. "A causal analysis of mother’s education on birth inequalities," MPRA Paper 38754, University Library of Munich, Germany.
- Jonathan Schweig, 2014. "Multilevel Factor Analysis by Model Segregation," Journal of Educational and Behavioral Statistics, , vol. 39(5), pages 394-422, October.
- Yiu-Fai Yung, 1997. "Finite mixtures in confirmatory factor-analysis models," Psychometrika, Springer;The Psychometric Society, vol. 62(3), pages 297-330, September.
- Ryan, Joseph P. & Garnier, Philip & Zyphur, Michael & Zhai, Fuhua, 2006. "Investigating the effects of caseworker characteristics in child welfare," Children and Youth Services Review, Elsevier, vol. 28(9), pages 993-1006, September.
- Ellen D’Haenens & Jan Van Damme & Patrick Onghena, 2012. "Constructing measures for school process variables: the potential of multilevel confirmatory factor analysis," Quality & Quantity: International Journal of Methodology, Springer, vol. 46(1), pages 155-188, January.
- Ke-Hai Yuan & Kentaro Hayashi, 2005. "On muthén’s maximum likelihood for two-level covariance structure models," Psychometrika, Springer;The Psychometric Society, vol. 70(1), pages 147-167, March.
- Holger Steinmetz & Peter Schmidt & Andrea Tina-Booh & Siegrid Wieczorek & Shalom Schwartz, 2009. "Testing measurement invariance using multigroup CFA: differences between educational groups in human values measurement," Quality & Quantity: International Journal of Methodology, Springer, vol. 43(4), pages 599-616, July.
- Bobby L. Jones & Daniel S. Nagin & Kathryn Roeder, 2001. "A SAS Procedure Based on Mixture Models for Estimating Developmental Trajectories," Sociological Methods & Research, , vol. 29(3), pages 374-393, February.
- Nadezhda Lebedeva & Peter Schmidt, 2013. "Values and Attitudes towards Innovation among Canadian, Chinese and Russian Students," HSE Working papers WP BRP 04/SOC/2013, National Research University Higher School of Economics.
- Hong-Tu Zhu & Sik-Yum Lee, 2001. "A Bayesian analysis of finite mixtures in the LISREL model," Psychometrika, Springer;The Psychometric Society, vol. 66(1), pages 133-152, March.
- Lee, Sik-Yum & Song, Xin-Yuan, 2008. "On Bayesian estimation and model comparison of an integrated structural equation model," Computational Statistics & Data Analysis, Elsevier, vol. 52(10), pages 4814-4827, June.
- Pilar Rivera & Albert Satorra, 2000. "Country effects in ISSP-1993 environmental data: Comparison of SEM approaches," Economics Working Papers 458, Department of Economics and Business, Universitat Pompeu Fabra.
- Zhiguo Xiao, 2011. "Efficient Estimation of Moment Condition Models with Heterogenous Populations," Annals of Economics and Finance, Society for AEF, vol. 12(1), pages 89-107, May.
Corrections
All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:plo:pbio00:3001723. See general information about how to correct material in RePEc.
If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.
If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .
If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: plosbiology (email available below). General contact details of provider: https://journals.plos.org/plosbiology/ .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.