Title: Inverse Stable Prior for Widely-Used Exponential Models
Authors@R: c(person("Dexter", "Cahoy", role = c("aut", "cre"), email = "dexter.cahoy@gmail.com"), person("Joseph", "Sedransk", role = "aut", email = "jxs123@case.edu")  )
Description: Contains functions that allow Bayesian inference on a parameter of some widely-used exponential models. The functions can generate independent samples from the closed-form posterior distribution using the inverse stable prior. Inverse stable is a non-conjugate prior for a parameter of an exponential subclass of discrete and continuous data distributions (e.g. Poisson, exponential, inverse gamma, double exponential (Laplace), half-normal/half-Gaussian, etc.). The prior class provides flexibility in capturing a wide array of prior beliefs (right-skewed and left-skewed) as modulated by a parameter that is bounded in (0,1). The generated samples can be used to simulate the prior and posterior predictive distributions. More details can be found in Cahoy and Sedransk (2019)  <doi:10.1007/s42519-018-0027-2>. The package can also be used as a teaching demo for introductory Bayesian courses.

Description: Confidence intervals for causal prediction in a regression setting. An experimental version is also available for classification.

Description: Confidence intervals for causal effects, using data collected in different experimental or environmental conditions. Hidden variables can be included in the model with a more experimental version.

Author: Nicolai Meinshausen [aut, cre], Dominik Rothenhaeusler [aut]
Depends: glmnet, mboost, linprog, parallel, RColorBrewer

Description: The correction is achieved under the assumption that non-migrating cells of the essay approximately form a quadratic flow profile due to frictional effects, compare law of Hagen-Poiseuille for flow in a tube. The script fits a conical plane to give xyz-coordinates of the cells. It outputs the number of migrated cells and the new corrected coordinates.

Maintainer: Alejandro Saavedra Nieves <alejandro.saavedra.nieves@gmail.com>
Description: Determination of the optimal policy in inventory problems from a game-theoretic perspective.
Packaged: 2017-04-17 08:44:03 UTC; Alejandro