Statistical methods include maximum likelihood, EM, Bayesian inference, Markov chain Monte Carlo, and methods of classification and clustering; models include hidden Markov models, Bayesian networks, and graphical models.
The most generally accepted methods include maximum parsimony, maximum likelihood, and Bayesian.
Likelihood-based methods including maximum likelihood estimates, asymptotic and bootstrap confidence intervals of parameters of interest are derived.
Various decoding methods, including maximum likelihood (ML), minimum mean square error (MMSE), and mixed ML-MMSE decoding algorithms, have been developed for these novel encoding schemes.
Besides maximum likelihood, other methods, including maximum parsimony, distance and Bayesian methods, are available for ancestral sequence reconstruction [18], [19], [22], [23], [32].
We assembled a comprehensive data matrix of 100 nuclear gene segments (∼ 71132 base pairs) for representative species of the endemic East Asian cyprinid fauna and recovered a robust phylogeny from this genome-wide signal supported by multiple analytical methods, including maximum parsimony, maximum likelihood and Bayesian inference.
Other tree-building methods, including maximum parsimony and maximum likelihood, were used to confirm the topology of the neighbor-joining tree.
Similarly, simulation studies show that accuracy is relatively constant (± 90%) across problem sizes ranging from 4 to 4,096 species for numerous methods, including maximum likelihood using RAxML [ 12].
Sixty-two vertebrate SWS1 opsin nucleotide coding sequences were obtained from GenBank, aligned using ClustalX [ 21], and analyzed using a variety of phylogenetic methods including maximum parsimony [ 22, 23], maximum likelihood [ 24, 25], and Bayesian methods [ 26].
PK parameters for the systemic exposure of alirocumab, calculated using noncompartmental methods, included maximum serum concentration (Cmax), area under the serum concentration versus time curve (AUC), and AUC from time zero to time of last concentration above LLOQ (AUClast).
Phylogenetic analysis was carried out using a variety of methods including maximum-likelihood, neighbor-joining, and minimum evolution (least squares) methods.
