Title: gpseq: Using the generalized Poisson distribution to model
sequence read counts from high throughput sequencing
Description: Some functions for modeling sequence read counts as a
generalized poisson model and to use this model for detecting
differentially expressed genes in different conditions and

Title: Maximum Likelihood Estimation of the Generalized Persistence
Author: Andrew Karl, Yan Yang, and Sharon Lohr
Description: Maximum likelihood estimators are obtained via an EM
Packaged: 2012-02-19 21:00:11 UTC; Andrew Karl

Packaged: 2012-04-03 23:40:23 UTC; Andrew Karl

Title: Maximum Likelihood Estimation of the Multiple Membership Mixed
Packaged: 2012-07-06 07:54:21 UTC; Andrew Karl

Title: Maximum Likelihood Estimation of Multiple Membership Mixed
Description: Maximum likelihood estimators are obtained via an EM algorithm

Description: Maximum likelihood estimators are obtained via an EM algorithm.
Imports: numDeriv, Rcpp (>= 0.11.2), graphics, grDevices, methods,

Description: An EM algorithm, Karl et al. (2013) <doi:10.1016/j.csda.2012.10.004>, is used to estimate the generalized, variable, and complete persistence models, Mariano et al. (2010) <doi:10.3102/1076998609346967>. These are multiple-membership linear mixed models with teachers modeled as "G-side" effects and students modeled with either "G-side" or "R-side" effects.

Author: Matthias Katzfuss, Marcin Jurek, Daniel Zilber, Wenlong Gong, Joe Guinness, Jingjie Zhang
Description: Fast scalable Gaussian process approximations, particularly well suited to spatial (aerial, remote-sensed) and environmental data, described in more detail in Katzfuss and Guinness (2017) <arXiv:1708.06302>. Package also contains a fast implementation of the incomplete Cholesky decomposition (IC0), based on Schaefer et al. (2019) <arXiv:1706.02205> and MaxMin ordering proposed in Guinness (2018) <arXiv:1609.05372>.
Imports: Rcpp (>= 0.12.16), methods, stats, sparseinv, fields,
Suggests: mvtnorm, knitr, rmarkdown, testthat

person("Marcin", "Jurek", role=c("aut", "cre"), email="marcinjurek1988@gmail.com"),