Description
Phylogenetic Comparative Tools for Missing Data and Within-Species Variation.
Description
Tools for performing phylogenetic comparative methods for datasets with with multiple observations per species (intraspecific variation or measurement error) and/or missing data (Goolsby et al. 2017). Performs ancestral state reconstruction and missing data imputation on the estimated evolutionary model, which can be specified as Brownian Motion, Ornstein-Uhlenbeck, Early-Burst, Pagel's lambda, kappa, or delta, or a star phylogeny.
README.md
Rphylopars
Rphylopars is an R package for conducting multivariate phylogenetic comparative analyses on datasets with missing observations and missing data. Rphylopars uses a fast linear-time algorithm and incorporate a variety of evolutionary models, including estimation of tree transformation parameters (Early-Burst, Ornstein-Uhlenbeck, lambda, kappa, delta) as well as the multivariate Ornstein-Uhlenbeck model.
For download information and tutorials, visit the Rphylopars wiki.
Current versions available
CRAN: 0.3.9 (0.3.10 submission pending)
GitHub master branch - 0.3.10
GitHub devel branch - 0.3.10
Version notes
- Version 0.3.10 - Removed arma::set_cerr_stream() to address deprecation warning.
- Version 0.3.9 - Added
get_cov_CIs
as option tophylopars
to estimate 95% confidence intervals for trait covariance parameters. Clean upwrite.phylopars()
function Also removed dependency on geiger, which is set to be archived on CRAN. - Version 0.3.8 - Fixes
sim.traits()
error which previously set root value to 1. - Version 0.3.7 - Converts
trait_data
todata.frame
to prevent errors from tibbles - Version 0.3.6 - New experimental internal function
Rphylopars:::get_cov_CIs
to estimate 95% CIs for trait covariance parameters from a fittedphylopars
object. - Version 0.3.5 - Checks that all species names in
trait_data$species
have an exact match intree$tip.label
- Version 0.3.4 - Fixes printing error when only one variable is included in
phylopars()
- Version 0.3.3 - Prevents R from crashing when is.na(species) (e.g. trailing blank rows at the end of a spreadsheet).
- Version 0.3.1 and 0.3.2 - Removed broken links from fast.SSC.Rd and Rphylopars-package.Rd help files (resolves CRAN notes)
- Version 0.3.0 - R 4.0 compatibility
- Version 0.2.11 - Fixed confidence intervals (previously too large) and installation issues.