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This implies that the maximum absolute value between 2s + 1 output correlation result corresponds to the maximum likelihood starting sample.
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The models predicted by PartitionFinder were used in RaxML to calculate the maximum likelihood tree starting with 100 random trees.
To estimate chromosome-wide models, we performed maximum likelihood estimation with starting values for parameter optimization obtained from a genome-wide REV model fit to 4-fold degenerate sites from 28-way alignments (obtained from UCSC).
Several of these RCTs were used as reference to start maximum likelihood 3D-sorting [24] of 1000 class averages of untilted particle images into five volumes.
In a REML analysis, starting values for variance components are generally uninformed, but estimates will generally converge to a restricted maximum likelihood estimate regardless of the starting values.
As random numbers are used to start the maximum likelihood iterations, we repeated the above analysis five times to check for convergence of the models.
For each alignment, we conducted two independent maximum likelihood searches: one with 25 parsimony starting trees (raxmlHPC-MPI -f d -m PROTGAMMAILGF -s input.phy - 25 -k) and another with 25 random starting trees (raxmlHPC-MPI -f d -m PROTGAMMAILGF -s input.phy - 25 -d -k).
This program uses a maximum likelihood approach with OLS estimates as starting values.
RaXML v.7.7.1 [ 80] was used to estimate the maximum likelihood tree from 10 independent, random starting tree topologies and 100 bootstrap pseudoreplicates.
Models were fitted by maximum likelihood nonlinear optimization from a heuristic starting point based on the character-independent birth-death model.
The parameters of the selected models were employed to reconstruct the displayed clan CD cysteine peptidases trees by means of a maximum likelihood PhyML method using a BIONJ starting tree.
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