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Plots of Ancestry estimates
We provide two types of plots of
(the estimated membership coefficients for each individual, in each cluster.
The first representation comes up automatically when you click on the corresponding
run in the left-hand window. Each individual in the data set is represented
by a single vertical line, which is partitioned into
colored segments that represent that individual's estimated membership
fraction in each of the
inferred clusters.
 |
Figure 9: Summary plot of estimates of
.
Each individual is represented by a single vertical line broken into
colored segments, with lengths proportional to each of the
inferred clusters.
The second representation of the ancestry of individuals plots everybody
into a triangle (Figure 10). This
type of plot is useful for visualizing the data for
(Pritchard et al. 2000a). It
is kind of a fun tool for exploring higher-dimensional data, but the bar
plots are usually easier to interpret.
 |
Figure 10: The triangle plot of
.
Each individual is represented by a colored point. The colors correspond
to the prior population labels. The estimated ancestry vector for an individual
consists of
components which add up to 1. When
,
the ancestry vectors can be plotted onto a triangle, as shown. For a given
point, each of the three components is given by the distance to one edge
of the triangle. Individuals who are in one of the corners are therefore
assigned completely to one population or another. For
,
we represent the data by allowing the user to pick out two of the inferred
clusters at a time, and then grouping all the other clusters together.



Next:Plots
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William Wen 2002-07-18