assertthat (>= 0.2.0), Boom, dplyr, ggplot2, zoo

assertthat (>= 0.2.0), Boom, ggplot2, zoo

Learning Stable Structures in Kinetic Systems
c(
person(given = "Niklas",
family = "Pfister",
role = c("aut", "cre"),
email = "niklas.pfister@stat.math.ethz.ch"),
person(given = "Stefan",
family = "Bauer",
role = c("aut"),
email = "stefan.bauer@inf.ethz.ch"),
person(given = "Jonas",
family = "Peters",
role = c("aut"),
email = "jonas.peters@math.ku.dk"))
Implementation of 'CausalKinetiX', a framework for learning stable structures in kinetic systems. Apart from the main functions CausalKinetiX() and CausalKinetiX.modelranking() it includes functions to generate data from three simulations models, which can be used to benchmark structure learning methods for linear ordinary differential equation models. A detailed description of the underlying methods as well as details on the examples are given in Pfister, Bauer and Peters (2018) <arXiv:1810.11776>.
fda, cvTools, quadprog, randomForest, deSolve, stats,
graphics, pspline, utils, glmnet, nnlasso, sundialr
Niklas Pfister [aut, cre],
Stefan Bauer [aut],
Jonas Peters [aut]

fda, cvTools, quadprog, randomForest, deSolve, stats,
graphics, pspline, utils, glmnet, sundialr (>= 0.1.3)

fda, cvTools, quadprog, randomForest, deSolve, stats,
graphics, pspline, utils, glmnet, nnlasso, sundialr (>= 0.1.3)

MBSTS Models for Causal Inference and Forecasting
c(
person("Iavor", "Bojinov", email = "ibojinov@hbs.edu", role = c("aut")),
person("Fiammetta", "Menchetti", email = "fiammetta.menchetti@gmail.com", role = c("aut", "cre")),
person("Victoria L.", "Prince", email = "vliublinska@hbs.edu", role = "ctb"),
person("Ista", "Zahn", email = "izahn@hbs.edu", role = "ctb"))
Infers the causal effect of an intervention on a multivariate response through the use of Multivariate
Bayesian Structural Time Series models (MBSTS) as described in Menchetti & Bojinov (2020) <arXiv:2006.12269>.
The package also includes functions for model building and forecasting.
CholWishart, forecast, MASS, Matrix, MixMatrix
Iavor Bojinov [aut],
Fiammetta Menchetti [aut, cre],
Victoria L. Prince [ctb],
Ista Zahn [ctb]