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They can be applied as additional information to accelerate and promote the coordinate descent estimation.
We compared the reduced model where total variation is due to environment and polygenic with the full model that included the locus specific effect using identity by descent estimation from the corresponding genetic marker.
Lines within each population were then clustered based on their identity by descent estimation (represented as dendrograms in Figure 2).
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We introduce PLINK and describe the five main domains of function: data management, summary statistics, population stratification, association analysis, and identity-by-descent estimation.
In order to avoid analysis of close relatives, unknown relatedness was measured between all pairs of individuals within each population using PLINK's (v1.07) Identity-by-Descent estimation, PI_Hat.
PLINK 1.9's core functional domains are unchanged from that of its predecessor data management, summary statistics, population stratification, association analysis, identity-by-descent estimation [ 1] —and it is usable as a drop-in replacement in most cases, requiring no changes to existing scripts.
Next principal components analysis and identity-by-descent (IBD) estimation were done using EIGENSOFT and PLINK version 1.07, respectively.
To confirm all relationships and identify unreported familial relationships, we performed identity-by-descent (IBD) estimation for all pairs of individuals.
The data are now used to generate linkage phase and Identity-By-Descent (IBD) estimations using the FlexQTL™ software [ 17].
The photographic Web site of NASA and its Jet Propulsion Laboratory, http://photojournal.jpl.nasa.gov /targetFamily/Mars, shows pictures from half a dozen cameras: the panoramic camera, the navigation camera, the microscopic imager, the descent image motion estimation system and the hazard identification cameras (front and rear).
This allows interesting applications, such as modeling identity by descent probabilities for estimation of gEBV and QTL detection, or models where parent of origin is relevant, such as models with imprinting or crossbreeding effects [ 27].
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com