rv v2.3.4
0
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Simulation-Based Random Variable Objects
Implements a simulation-based random variable class and a suite of
methods for extracting parts of random vectors, calculating extremes of random
vectors, and generating random vectors under a variety of distributions
following Kerman and Gelman (2007) <doi:10.1007/s11222-007-9020-4>.
Readme
rv
The rv package provides tools for working with simulation-based random
variables.
Installation
Installation
Stable version from CRAN
install.packages("rv")
or development version from GitHub
install.packages('devtools') # package devtools needed
devtools::install_github("jsta/rv")
Examples
See website
Functions in rv
| Name | Description | |
| as.list.rv | Coerce a random vector object to a list | |
| aperm.rv | Random Array Transposition | |
| Extract-rv | Extract or Replace Parts of a Random Vector | |
| apply.rv | Apply Functions over Margins of Random Arrays | |
| Math.rv | Mathematical functions and Operators for rv Objects | |
| as.double.rv | Coercing Random Vectors to Real-valued | |
| as.logical.rv | Logical Random vectors | |
| %*in*% | Test if in set | |
| as.integer.rv | Integer Random vectors | |
| outer.rv | Outer Product of Random Arrays | |
| numeric_rv | Numeric Random Vectors | |
| as.rv.bugs | Coerce a bugs object into Random Variable Objects | |
| as.rv.stanfit | Convert simulations generated by Stan to a list of rv objects | |
| abline.rv | Add (Random) Straight Lines to a Plot | |
| Extremes-rv | Maxima and Minima of Random Variables | |
| cor.rv | Calculate the covariance of an rv object | |
| rep.rv | Replicate Elements of Random Vectors | |
| range.rv | Distribution of the Range of a Random Vector | |
| as.vector.rv | Coerce an rv object | |
| hist.rv | Histogram of a random vector | |
| matmult | Random Matrix Multiplication | |
| rvattr | Attributes of Random Variables | |
| cc | Combine values in an rv object | |
| is.constant | Constant Vectors | |
| median.rv | Distribution of the Sample Median | |
| mean.rv | Distribution of the Arithmetic Mean of a Random Vector | |
| mlplot | Horizontal interval plot of components of a random vector | |
| points.rv | Add Points and Intervals to a Plot | |
| rvboot | Generate a Random Vector from an Empirical Distribution | |
| rvbinom | Generate Random Variables from a Binomial Sampling Model | |
| plot.rv | Plotting Scatterplots of Random Variable Objects | |
| detachrv | Detach the rv package | |
| rv-package | Simulation-based Random Variable Objects | |
| ivplot | Interval plot | |
| rvmax | Get the max values of an rv object | |
| lines.rv | Add Connected (Random) Line Segments to a Plot | |
| rv | Random Vectors | |
| rvcat | Generate Categorical Random Variables | |
| print.rvfactor | Categorical Random Variables (Random Factors) | |
| rvmapply | Apply a function to multiple random vector arguments | |
| rvbeta | Generate Random Vectors from a Beta Sampling Model | |
| rvexp | Generate Random Vectors from an Exponential Sampling Model | |
| rvcov | Covariance Between Components of Random Vectors | |
| postsim | Generate Posterior Simulations for lm or glm Objects (defunct) | |
| rvcut | Convert Numeric to Random Factor | |
| rvbern | Generate a Random Vector from a Bernoulli Sampling Model | |
| rvrange | Get the value range of an rv object | |
| cbind.rv | Combine random vectors by columns or rows | |
| rvmean | Expectation of a Random Variable | |
| unlistrv | Flatten Lists Containing rv Objects | |
| posterior | Generate Posterior Simulations | |
| rvdiscrete | Generate Random Vectors from a Discrete Sampling Model | |
| rvmatch | Generate a Random Vector from a Bernoulli Sampling Model | |
| rvneff | Number of Effective Draws in Each Component of a Random Variable | |
| rvt | Generate Random Variables from a Student-t Sampling Model | |
| rvempirical | Generate a Random Vector from an Empirical Distribution | |
| rvcauchy | Generate Random Variables from a Cauchy Sampling Model | |
| rvsample | Draw a Sample from the Simulation Matrix of a Random Variable | |
| rvchisq | Generate Random Variables from a Chi-Square Sampling Model | |
| rvnorm | Generate Random Variables from a Gaussian (Normal) Sampling Model | |
| rvnchains | Number of Markov Chains Used to Generate Simulations of a Random Vector | |
| rvmultinom | Generate Random Variables from a Multinomial Sampling Model | |
| rvifelse | Conditional Random Element Selection | |
| rvdens | Sample from an arbitrary density function using grid approximation | |
| rvinvchisq | Generate Random Variables from a Inverse-Chi-Square Sampling Model | |
| rvpermut | Random Vectors with a Permutation Distribution | |
| rvpois | Generate Random Vectors from a Poisson Sampling Model | |
| summaries | Random Vector Summaries | |
| print.rv | Print Distribution Summary of a Random Variable | |
| is.fuzzy | Fuzziness | |
| sort.rv | Distribution of Order Statistics of a Random Vector | |
| rvsims | Create Random Vectors from Simulation Draws | |
| summary.rv | Numerical Summary of a Random Variable | |
| rvsimapply | Apply a Function to Columns of the Matrix of Simulation of a Random Vector | |
| is.na.rv | Missing Data Indicators | |
| rvunif | Generate Random Vectors from a Uniform Sampling Model | |
| rvmeanunif | The distribution of the mean of uniform random variables | |
| rvmin | Get the min values of an rv object | |
| rvnsims | Number of simulations stored in each component of an rv object | |
| rvmatrix | Matrices and Arrays of Random Vectors | |
| rvci | Credible (Uncertainty) Intervals for Random Scalars | |
| rvdirichlet | Generate Random Variables from a Dirichlet Sampling Model | |
| splitbyname | Split a vector based on the names of the components | |
| quantile.rv | Distribution of a Quantile of a Random Vector | |
| rvRhat | R-hat Convergence Diagnostic | |
| rvconst | Random Vector with a Point-Mass Distribution | |
| rvhist | Histogram of Distributions of Components of a Random Vector | |
| sims | Retrieve the Simulations of Random Vectors | |
| rvgamma | Generate Random Variables from a Gamma Sampling Model | |
| rvpar | Set or Query Parameters of the 'rv' Package | |
| rvpredict | Generate predictions from models | |
| simapply | Apply a Function to Rows of Simulations of Random Vectors | |
| rvvar | Variances of Components of Random Vectors | |
| solve.rv | Random Vectors | |
| rvquantile | Componentwise Quantiles of Random Variables | |
| No Results! | ||
Vignettes of rv
| Name | ||
| rv-doc.Rmd | ||
| No Results! | ||
Last month downloads
Details
| URL | https://github.com/jsta/rv |
| BugReports | https://github.com/jsta/rv/issues |
| License | GPL-2 |
| Encoding | UTF-8 |
| RoxygenNote | 7.0.2 |
| VignetteBuilder | knitr |
| NeedsCompilation | no |
| Packaged | 2020-02-03 17:30:37 UTC; jose |
| Repository | CRAN |
| Date/Publication | 2020-02-03 18:10:03 UTC |
| depends | graphics , grDevices , R (>= 2.15.1) , stats , utils |
| suggests | knitr , rmarkdown , testthat |
| Contributors | Jouni Kerman |
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