growthrate: Bayesian reconstruction of growth velocity

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A nonparametric empirical Bayes method for recovering gradients (or growth velocities) from observations of smooth functions (e.g., growth curves) at isolated time points.

Author
Sara Lopez-Pintado and Ian W. McKeague
Date of publication
2014-08-13 18:59:22
Maintainer
Ian W. McKeague <im2131@columbia.edu>
License
GPL-3 | file LICENSE
Version
1.3

View on CRAN

Man pages

cv.growth
cross validation error
diffquo
converts height data into difference quotients
growth
recovery of growth velocities
growthrate-package
Recovery of gradients from sparsely observed functional data
height_data
height data
Khatf
posterior covariance kernel
new.growth
recovery of growth velocity for a new subject
posteriordistribcurve
posterior mean
posteriorobs
posterior mean and covariance at observation times
priormeanobs
prior mean

Files in this package

growthrate
growthrate/NAMESPACE
growthrate/data
growthrate/data/height_data.rda
growthrate/R
growthrate/R/diffquo.R
growthrate/R/posteriordistribcurve.R
growthrate/R/priormeanobs.R
growthrate/R/Khatf.R
growthrate/R/growth.R
growthrate/R/posteriorobs.R
growthrate/R/new.growth.R
growthrate/R/cv.growth.R
growthrate/MD5
growthrate/DESCRIPTION
growthrate/man
growthrate/man/posteriordistribcurve.Rd
growthrate/man/priormeanobs.Rd
growthrate/man/diffquo.Rd
growthrate/man/cv.growth.Rd
growthrate/man/growth.Rd
growthrate/man/posteriorobs.Rd
growthrate/man/height_data.Rd
growthrate/man/growthrate-package.Rd
growthrate/man/Khatf.Rd
growthrate/man/new.growth.Rd
growthrate/LICENSE