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20122024
most citedMultivariate Aspects of Phylogenetic Comparative Methods

3 citations · 5 across the 4 of their papers we have counts for

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Showing 2018Show all

5 papers · 1 filter

q-bio.PE2018

Modelling trait dependent speciation with Approximate Bayesian Computation

Krzysztof Bartoszek, Pietro Liò

Phylogeny is the field of modelling the temporal discrete dynamics of speciation. Complex models can nowadays be studied using the Approximate Bayesian Computation approach which a…

stat.ML2018

PSICA: decision trees for probabilistic subgroup identification with categorical treatments

Oleg Sysoev, Krzysztof Bartoszek, Eva-Charlotte Ekstrom +1

Personalized medicine aims at identifying best treatments for a patient with given characteristics. It has been shown in the literature that these methods can lead to great improve…

q-bio.PE2018

Fast likelihood evaluation for multivariate phylogenetic comparative methods: the PCMBase R package

Venelin Mitov, Krzysztof Bartoszek, Georgios Asimomitis +1

We introduce an R package, PCMBase, to rapidly calculate the likelihood for multivariate phylogenetic comparative methods. The package is not specific to particular models but offe…

q-bio.PE2018

The phylogenetic effective sample size and jumps

Krzysztof Bartoszek

The phylogenetic effective sample size is a parameter that has as its goal the quantification of the amount of independent signal in a phylogenetically correlated sample. It was st…

q-bio.PE2018

Limit distribution of the quartet balance index for Aldous's b>=0-model

Krzysztof Bartoszek

This paper builds up on T. Martinez-Coronado, A. Mir, F. Rossello and G. Valiente's work "A balance index for phylogenetic trees based on quartets", introducing a new balance index…