RZooRoH - Partitioning of Individual Autozygosity into Multiple
Homozygous-by-Descent Classes
Functions to identify Homozygous-by-Descent (HBD) segments
associated with runs of homozygosity (ROH) and to estimate
individual autozygosity (or inbreeding coefficient). HBD
segments and autozygosity are assigned to multiple HBD classes
with a model-based approach relying on a mixture of exponential
distributions. The rate of the exponential distribution is
distinct for each HBD class and defines the expected length of
the HBD segments. This rate is called the "rate of coancestry
change". The HBD classes are therefore related to the age of
the segments (longer segments and smaller rates for recent
autozygosity / recent common ancestor). The functions allow to
estimate the parameters of the model (rates of the exponential
distributions called also rates of coancestry change; mixing
proportions related to the inbreeding rate per layer or
generation), to estimate global and local autozygosity
probabilities and to identify HBD segments with the Viterbi
decoding. Functions also allow to compute identity-by-descent
(IBD) between pairs of haplotypes, to estimate kinship between
pairs of individuals and to predict inbreeding in the future
progeny of a genotyped couple. The current model is fully
described in Druet and Gautier (2022)
<doi:10.1016/j.tpb.2022.03.001>. The model and its properties
were originally presented in Druet and Gautier (2017)
<doi:10.1111/mec.14324>. Extension to IBD and kinship analyses
is described in Forneris et al. (2025)
<doi:10.1111/1755-0998.14068>.