[adegenet-commits] r727 - pkg/man www www/files
noreply at r-forge.r-project.org
noreply at r-forge.r-project.org
Mon Nov 29 00:21:35 CET 2010
Author: jombart
Date: 2010-11-29 00:21:35 +0100 (Mon, 29 Nov 2010)
New Revision: 727
Added:
pkg/man/inbreeding.ml.Rd
www/files/practical-day2.1.1.pdf
Modified:
www/documentation.html
Log:
added doc file for inbreeding.ml
fixed material for Bogota.
Added: pkg/man/inbreeding.ml.Rd
===================================================================
--- pkg/man/inbreeding.ml.Rd (rev 0)
+++ pkg/man/inbreeding.ml.Rd 2010-11-28 23:21:35 UTC (rev 727)
@@ -0,0 +1,87 @@
+\encoding{UTF-8}
+\name{Inbreeding estimation}
+\alias{inbreeding.ml}
+\title{Likelihood-based estimation of inbreeding}
+\description{
+ The function \code{inbreeding.ml} estimates the inbreeding coefficient
+ of an individuals (F) by computing its likelihood function. It can
+ return either the density of probability of F, or a sample of F values
+ from this distribution. This operation is performed for all the
+ individuals of a \linkS4class{genind} object.
+}
+\usage{
+inbreeding(x, pop = NULL, truenames = TRUE, res.type = c("sample", "function"), N = 200, M = N * 10)
+}
+\arguments{
+ \item{x}{an object of class \linkS4class{genind}.}
+ \item{pop}{a factor giving the 'population' of each individual. If NULL,
+ pop is seeked from \code{pop(x)}. Note that the term population refers in
+ fact to any grouping of individuals'.}
+ \item{truenames}{a logical indicating whether true names should be
+ used (TRUE, default) instead of generic labels (FALSE); used if
+ res.type is "matrix".}
+ \item{res.type}{a character string matching "sample" or "function",
+ specifying whether the output should be a function giving the density of probability
+ of F values ("function") or a sample of F values taken from this
+ distribution ("sample", default).}
+ \item{N}{an integer indicating the size of the sample to be taken from
+ the distribution of F values.}
+ \item{M}{an integer indicating the number of different F values to be
+ used to generate the sample. Values larger than N are recommended to
+ avoid poor sampling of the distribution.}
+}
+\value{
+ A named list with one component for each individual, each of which is
+ a function or a vector of sampled F values (see \code{res.type} argument).
+}
+\seealso{
+ \code{\link{inbreeding}}: a more basic estimator of F with graphical outputs.
+ \code{\link{Hs}}: computation of expected heterozygosity.
+}
+\details{
+ Let \eqn{F} denote the inbreeding coefficient, defined as the
+ probability for an individual to inherit two identical alleles from a
+ single ancestor.
+
+ Let \eqn{p_i} refer to the frequency of allele \eqn{i} in the population. Let
+ \eqn{h} be an variable which equates 1 if the individual is
+ homozygote, and 0 otherwise. For one locus, the probability of being
+ homozygote is computed as:
+
+ \eqn{ F + (1-F) \sum_i p_i^2}
+
+ The probability of being heterozygote is:
+ \eqn{1 - (F + (1-F) \sum_i p_i^2)}
+
+ The likelihood of a genotype is defined as the probability of being
+ the observed state (homozygote or heterozygote). In the case of
+ multilocus genotypes, log-likelihood are summed over the loci.
+}
+\author{
+ Thibaut Jombart \email{t.jombart at imperial.ac.uk}\cr
+}
+\examples{
+## cattle breed microsatellite data
+data(microbov)
+
+## isolate Lagunaire breed
+lagun <- seppop(microbov)$Lagunaire
+
+## estimate inbreeding - return sample of F values
+Fsamp <- inbreeding.ml(lagun)
+
+## plot the first 10 results
+invisible(sapply(Fsamp[1:10], function(e) plot(density(e), xlab="F", xlim=c(0,1), main="Density of the sampled F values")))
+
+## compute means for all individuals
+Fmean=sapply(Fsamp, mean)
+hist(Fmean, col="orange", xlab="mean value of F", main="Distribution of mean F across individuals")
+
+## estimate inbreeding - return proba density functions
+Fdens <- inbreeding.ml(lagun, res.type="function")
+
+## view function for the first individual
+Fdens[[1]]
+
+## plot the first 10 functions
+invisible(sapply(Fdens[1:10], plot, ylab="Density", main="Density of probability of F values"))
Modified: www/documentation.html
===================================================================
--- www/documentation.html 2010-11-28 23:18:24 UTC (rev 726)
+++ www/documentation.html 2010-11-28 23:21:35 UTC (rev 727)
@@ -38,21 +38,24 @@
dataset
reproducing
AFLP
-data <br>
+data
+<br>
> <a href="files/haplo.txt">haplo.txt</a>:
a
toy
dataset
reproducing
haploid
-data <br>
+data
+<br>
> <a href="files/triplo.txt">triplo.txt</a>:
a
toy
dataset
reproducing
triploid
-data <br>
+data
+<br>
- <a href="files/worksOnlyInDiploids.txt">worksOnyInDiploids.txt</a>:
the list of <span style="font-weight: bold;">functions</span> working <span
style="font-weight: bold;">only for diploid</span> genotypes <br>
@@ -72,9 +75,10 @@
2</a>: finding clusters, using cluster information<br>
> <a href="files/day3.1.2.pdf">lecture 3</a>:
spatial genetics<br>
- > practical 1 <br>
+ > <a href="files/practical-day1.1.2.pdf">practical
+1</a> <br>
>
-<a href="files/practical-day1.1.2.pdf">practical 2 </a><br>
+<a href="files/practical-day2.1.1.pdf">practical 2 </a><br>
> <a href="files/practical-day3.1.1.pdf">practical
3</a><br>
<br>
@@ -86,7 +90,7 @@
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<a href="http://www.google.fr/"><img
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Added: www/files/practical-day2.1.1.pdf
===================================================================
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+++ www/files/practical-day2.1.1.pdf 2010-11-28 23:21:35 UTC (rev 727)
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[TRUNCATED]
To get the complete diff run:
svnlook diff /svnroot/adegenet -r 727
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