Tue, 20 Sep 2016

New package Counterfactual with initial version 1.0
Package: Counterfactual
Type: Package
Title: Estimation and Inference Methods for Counterfactual Analysis
Version: 1.0
Author: Mingli Chen, Victor Chernozhukov, Ivan Fernandez-Val, Blaise Melly
Maintainer: Ivan Fernandez-Val <ivanf@bu.edu>
Description: Implements the estimation and inference methods for counterfactual analysis described in Chernozhukov, Fernandez-Val and Melly (2013) <DOI:10.3982/ECTA10582> "Inference on Counterfactual Distributions," Econometrica, 81(6). The counterfactual distributions considered are the result of changing either the marginal distribution of covariates related to the outcome variable of interest, or the conditional distribution of the outcome given the covariates. They can be applied to estimate quantile treatment effects and wage decompositions.
License: GPL (>= 2)
LazyLoad: yes
Depends: quantreg
Imports: survival, Hmisc, foreach, doRNG, doParallel, parallel
NeedsCompilation: no
Packaged: 2016-09-20 02:27:32 UTC; m.chen.3
Repository: CRAN
Date/Publication: 2016-09-21 01:25:22

More information about Counterfactual at CRAN
Permanent link

Package smooth updated to version 1.4.4 with previous version 1.4.3 dated 2016-09-16

Title: Forecasting Using Smoothing Functions
Description: The set of smoothing functions used for time series analysis and in forecasting. Currently the package includes exponential smoothing models and SARIMA in state-space form + several simulation functions.
Author: Ivan Svetunkov [aut, cre] (Research Associate at Lancaster Centre for Forecasting, UK)
Maintainer: Ivan Svetunkov <ivan@svetunkov.ru>

Diff between smooth versions 1.4.3 dated 2016-09-16 and 1.4.4 dated 2016-09-20

 DESCRIPTION                       |   10 -
 MD5                               |   35 ++--
 NAMESPACE                         |    1 
 NEWS                              |   14 +
 R/autossarima.R                   |  321 ++++++++++++++++++++------------------
 R/zzz.R                           |only
 README.md                         |   29 ++-
 inst/doc/ces.html                 |   57 +++---
 inst/doc/es.html                  |   52 +++---
 inst/doc/ges.html                 |   12 -
 inst/doc/simulate.html            |   14 -
 inst/doc/sma.html                 |    8 
 inst/doc/smooth-Documentation.pdf |binary
 inst/doc/smooth.Rmd               |    2 
 inst/doc/smooth.html              |    6 
 inst/doc/ssarima.html             |   26 +--
 src/ssgeneralfun.cpp              |    2 
 tests/testthat/test_ssarima.R     |    2 
 vignettes/smooth.Rmd              |    2 
 19 files changed, 323 insertions(+), 270 deletions(-)

More information about smooth at CRAN
Permanent link

Package RNifti updated to version 0.2.1 with previous version 0.2.0 dated 2016-09-19

Title: Fast R and C++ Access to NIfTI Images
Description: Provides very fast access to images stored in the NIfTI-1 file format <http://nifti.nimh.nih.gov/nifti-1>, with seamless synchronisation between compiled C and interpreted R code. Not to be confused with 'RNiftyReg', which provides tools for image registration.
Author: Jon Clayden
Maintainer: Jon Clayden <code@clayden.org>

Diff between RNifti versions 0.2.0 dated 2016-09-19 and 0.2.1 dated 2016-09-20

 DESCRIPTION                                   |   12 +++++-----
 MD5                                           |   30 +++++++++++++-------------
 NEWS                                          |    8 ++++++
 R/image.R                                     |    8 ++++++
 R/nifti.R                                     |   14 ++++++++++++
 R/xform.R                                     |   16 +++++++++++++
 README.md                                     |    6 +++--
 inst/doxygen/html/_nifti_image_8h_source.html |   12 +++++-----
 inst/include/lib/NiftiImage.h                 |   11 +++++++--
 man/dumpNifti.Rd                              |    7 ++++++
 man/ndim.Rd                                   |    4 +++
 man/pixdim.Rd                                 |    6 +++++
 man/readNifti.Rd                              |    6 +++++
 man/voxelToWorld.Rd                           |    7 ++++++
 man/writeNifti.Rd                             |    4 +++
 man/xform.Rd                                  |   11 +++++++++
 16 files changed, 131 insertions(+), 31 deletions(-)

More information about RNifti at CRAN
Permanent link

Package RcmdrPlugin.UCA updated to version 3.1-2 with previous version 3.0-1 dated 2016-09-09

Title: UCA Rcmdr Plug-in
Description: Some extension to Rcmdr (R Commander), randomness test and predictions using active model, made by R-UCA project and used in teaching statistics at University of Cadiz (UCA).
Author: Manuel Munoz-Marquez <manuel.munoz@uca.es>
Maintainer: Manuel Munoz-Marquez <manuel.munoz@uca.es>

Diff between RcmdrPlugin.UCA versions 3.0-1 dated 2016-09-09 and 3.1-2 dated 2016-09-20

 ChangeLog                                   |    3 
 DESCRIPTION                                 |   16 ++---
 MD5                                         |   27 +++++---
 NAMESPACE                                   |    4 -
 R/RcmdrPlugin.UCA.R                         |    4 -
 demo                                        |only
 inst/etc/menus.txt                          |    2 
 inst/po/es/LC_MESSAGES/R-RcmdrPlugin.UCA.mo |binary
 man/RcmdrPlugin.UCA-package.Rd              |   87 ++++++++++++++++++++++------
 man/RcmdrPlugin.UCA.es-package.Rd           |   79 +++++++++++++++++++++----
 po/R-RcmdrPlugin.UCA-es.po                  |    4 -
 11 files changed, 174 insertions(+), 52 deletions(-)

More information about RcmdrPlugin.UCA at CRAN
Permanent link

Package RGoogleFit updated to version 0.2.0 with previous version 0.1.0 dated 2016-04-25

Title: R Interface to Google Fit API
Description: Provides interface to Google Fit REST API v1 (see <https://developers.google.com/fit/rest/v1/reference/>).
Author: Marcin Szymanski
Maintainer: Marcin Szymanski <ms32035@gmail.com>

Diff between RGoogleFit versions 0.1.0 dated 2016-04-25 and 0.2.0 dated 2016-09-20

 DESCRIPTION              |    8 ++++----
 MD5                      |   11 +++++++----
 NAMESPACE                |    2 ++
 NEWS                     |only
 R/GetFitOAuth2Token.R    |only
 R/RGoogleFit-package.R   |    2 +-
 R/Utils.R                |    5 ++++-
 man/GetFitOauth2Token.Rd |only
 8 files changed, 18 insertions(+), 10 deletions(-)

More information about RGoogleFit at CRAN
Permanent link

Package INSPIRE updated to version 1.3 with previous version 1.1 dated 2016-09-17

Title: Inferring Shared Modules from Multiple Gene Expression Datasets with Partially Overlapping Gene Sets
Description: A method to infer modules of co-expressed genes and the dependencies among the modules from multiple expression datasets that may contain different sets of genes. Please refer to: Extracting a low-dimensional description of multiple gene expression datasets reveals a potential driver for tumor-associated stroma in ovarian cancer, Safiye Celik, Benjamin A. Logsdon, Stephanie Battle, Charles W. Drescher, Mara Rendi, R. David Hawkins and Su-In Lee (2016) <DOI:10.1186/s13073-016-0319-7>.
Author: Safiye Celik
Maintainer: Safiye Celik <safiye@cs.washington.edu>

Diff between INSPIRE versions 1.1 dated 2016-09-17 and 1.3 dated 2016-09-20

 DESCRIPTION    |    6 +++---
 MD5            |    6 +++---
 R/INSPIRE.R    |    4 ++--
 man/INSPIRE.Rd |    2 +-
 4 files changed, 9 insertions(+), 9 deletions(-)

More information about INSPIRE at CRAN
Permanent link

Package blavaan updated to version 0.2-1 with previous version 0.1-4 dated 2016-06-17

Title: Bayesian Latent Variable Analysis
Description: Fit a variety of Bayesian latent variable models, including confirmatory factor analysis, structural equation models, and latent growth curve models.
Author: Edgar Merkle [aut, cre], Yves Rosseel [aut]
Maintainer: Edgar Merkle <merklee@missouri.edu>

Diff between blavaan versions 0.1-4 dated 2016-06-17 and 0.2-1 dated 2016-09-20

 DESCRIPTION             |   13 
 MD5                     |   35 +-
 NAMESPACE               |    9 
 NEWS                    |   15 
 R/blav_fit_measures.R   |    2 
 R/blav_object_inspect.R |only
 R/blav_object_methods.R |   52 +--
 R/blav_utils.R          |  127 ++------
 R/blavaan.R             |  153 ++++++---
 R/lav_export_jags.R     |  592 +++++++++++++++++---------------------
 R/margloglik.R          |  128 ++++----
 R/postpred.R            |  227 +++++++-------
 R/set_inits.R           |  125 ++------
 R/set_partable.R        |  232 ++++++++++++---
 R/set_priors.R          |  740 +++++++++++-------------------------------------
 man/bcfa.Rd             |   11 
 man/bgrowth.Rd          |   11 
 man/blavaan.Rd          |   11 
 man/bsem.Rd             |   11 
 19 files changed, 1094 insertions(+), 1400 deletions(-)

More information about blavaan at CRAN
Permanent link

New package furniture with initial version 1.0.1
Package: furniture
Type: Package
Title: Furniture for Health, Behavioral, and Social Scientists
Version: 1.0.1
Date: 2016-09-15
Authors@R: c(person("Tyson", "Barrett", role=c("aut","cre"), email = "t.barrett@aggiemail.usu.edu"), person("Emily", "Brignone", role="aut"))
Author: Tyson Barrett [aut, cre], Emily Brignone [aut]
Maintainer: Tyson Barrett <t.barrett@aggiemail.usu.edu>
Description: Package contains two functions (i.e., two pieces of furniture): table1() which produces a well-formatted table of descriptives common in research articles; and washer() which is helpful in cleaning up your data. Should be useful for quantitative research in applied fields (e.g., health, behavioral, and social sciences).
Depends: knitr, lazyeval, car
Suggests: MASS, dplyr
Encoding: UTF-8
License: GPL-2
RoxygenNote: 5.0.1
NeedsCompilation: no
Packaged: 2016-09-20 19:17:02 UTC; tysonbarrett
Repository: CRAN
Date/Publication: 2016-09-20 23:51:22

More information about furniture at CRAN
Permanent link

Package shinydashboard updated to version 0.5.3 with previous version 0.5.2 dated 2016-09-14

Title: Create Dashboards with 'Shiny'
Description: Create dashboards with 'Shiny'. This package provides a theme on top of 'Shiny', making it easy to create attractive dashboards.
Author: Winston Chang [aut, cre], RStudio [cph], Almasaeed Studio [ctb, cph] (AdminLTE theme for Bootstrap), Adobe Systems Incorporated [ctb, cph] (Source Sans Pro font)
Maintainer: Winston Chang <winston@rstudio.com>

Diff between shinydashboard versions 0.5.2 dated 2016-09-14 and 0.5.3 dated 2016-09-20

 DESCRIPTION          |    6 +++---
 MD5                  |    8 ++++----
 NEWS.md              |    5 +++++
 R/dashboardSidebar.R |    5 +++--
 man/sidebarMenu.Rd   |    3 ++-
 5 files changed, 17 insertions(+), 10 deletions(-)

More information about shinydashboard at CRAN
Permanent link

Package PBSddesolve updated to version 1.12.2 with previous version 1.11.29 dated 2014-05-16

Title: Solver for Delay Differential Equations
Description: Routines for solving systems of delay differential equations by interfacing numerical routines written by Simon N. Wood , with contributions by Benjamin J. Cairns. These numerical routines first appeared in Simon Wood's 'solv95' program. This package includes a vignette and a complete user's guide. 'PBSddesolve' originally appeared on CRAN under the name 'ddesolve'. That version is no longer supported. The current name emphasizes a close association with other PBS packages, particularly 'PBSmodelling'.
Author: Alex Couture-Beil [aut], Jon T. Schnute [aut], Rowan Haigh [aut, cre], Simon N. Wood [aut], Benjamin J. Cairns [aut], Nicholas Boers [ctb]
Maintainer: Rowan Haigh <rowan.haigh@dfo-mpo.gc.ca>

Diff between PBSddesolve versions 1.11.29 dated 2014-05-16 and 1.12.2 dated 2016-09-20

 PBSddesolve-1.11.29/PBSddesolve/inst/tests                    |only
 PBSddesolve-1.12.2/PBSddesolve/DESCRIPTION                    |   41 +-
 PBSddesolve-1.12.2/PBSddesolve/MD5                            |   22 -
 PBSddesolve-1.12.2/PBSddesolve/R/zzz.r                        |    2 
 PBSddesolve-1.12.2/PBSddesolve/inst/doc/ChangeLog.txt         |  138 +++++-----
 PBSddesolve-1.12.2/PBSddesolve/inst/doc/PBSddesolve-UG.pdf    |binary
 PBSddesolve-1.12.2/PBSddesolve/inst/doc/PBSddesolveIntro.pdf  |binary
 PBSddesolve-1.12.2/PBSddesolve/inst/unitTests                 |only
 PBSddesolve-1.12.2/PBSddesolve/man/PBSddesolve.Rd             |   31 +-
 PBSddesolve-1.12.2/PBSddesolve/man/dde.Rd                     |  132 ++++-----
 PBSddesolve-1.12.2/PBSddesolve/man/pastvalue.Rd               |   31 +-
 PBSddesolve-1.12.2/PBSddesolve/vignettes/PBSddesolveIntro.Rnw |   52 ++-
 12 files changed, 253 insertions(+), 196 deletions(-)

More information about PBSddesolve at CRAN
Permanent link

New package samplesizelogisticcasecontrol with initial version 0.0.5
Package: samplesizelogisticcasecontrol
Title: Sample Size Calculations for Case-Control Studies
Version: 0.0.5
Date: 2016-09-19
Author: Mitchell H. Gail
Description: To determine sample size for case-control studies to be analyzed using logistic regression.
Maintainer: William Wheeler <WheelerB@imsweb.com>
Depends: mvtnorm
License: GPL-2
NeedsCompilation: no
Packaged: 2016-09-20 12:25:29 UTC; wheelerwi
Repository: CRAN
Date/Publication: 2016-09-20 23:07:38

More information about samplesizelogisticcasecontrol at CRAN
Permanent link

Package eva updated to version 0.2.4 with previous version 0.2.3 dated 2016-05-30

Title: Extreme Value Analysis with Goodness-of-Fit Testing
Description: Goodness-of-fit tests for selection of r in the r-largest order statistics (GEVr) model. Goodness-of-fit tests for threshold selection in the Generalized Pareto distribution (GPD). Random number generation and density functions for the GEVr distribution. Profile likelihood for return level estimation using the GEVr and Generalized Pareto distributions. P-value adjustments for sequential, multiple testing error control. Non-stationary fitting of GEVr and GPD.
Author: Brian Bader [aut, cre], Jun Yan [ctb]
Maintainer: Brian Bader <brianbader@mail.com>

Diff between eva versions 0.2.3 dated 2016-05-30 and 0.2.4 dated 2016-09-20

 eva-0.2.3/eva/R/gevCIboot.R              |only
 eva-0.2.3/eva/man/gevCIboot.Rd           |only
 eva-0.2.4/eva/DESCRIPTION                |   11 ++---
 eva-0.2.4/eva/MD5                        |   34 ++++++++---------
 eva-0.2.4/eva/NAMESPACE                  |    2 -
 eva-0.2.4/eva/R/eva.R                    |    3 -
 eva-0.2.4/eva/R/gevrProfShape.R          |   10 ++++-
 eva-0.2.4/eva/R/gevrRl.R                 |   10 ++++-
 eva-0.2.4/eva/R/gpdProfShape.R           |   14 ++++---
 eva-0.2.4/eva/R/gpdRl.R                  |   10 ++++-
 eva-0.2.4/eva/inst/doc/introduction.R    |   33 +++++------------
 eva-0.2.4/eva/inst/doc/introduction.Rmd  |   39 +++++---------------
 eva-0.2.4/eva/inst/doc/introduction.html |   59 +++++++++++++++----------------
 eva-0.2.4/eva/man/eva.Rd                 |    3 -
 eva-0.2.4/eva/man/gevrProfShape.Rd       |    6 ++-
 eva-0.2.4/eva/man/gevrRl.Rd              |    6 ++-
 eva-0.2.4/eva/man/gpdProfShape.Rd        |    6 +--
 eva-0.2.4/eva/man/gpdRl.Rd               |    6 ++-
 eva-0.2.4/eva/vignettes/introduction.Rmd |   39 +++++---------------
 19 files changed, 130 insertions(+), 161 deletions(-)

More information about eva at CRAN
Permanent link

Package tab updated to version 3.1.2 with previous version 3.1.1 dated 2015-03-15

Title: Functions for Creating Summary Tables for Statistical Reports
Description: Contains functions for generating tables for statistical reports written in Microsoft Word or LaTeX. There are functions for I-by-J frequency tables, comparison of means or medians across levels of a categorical variable, and summarizing fitted generalized linear models, generalized estimating equations, and Cox proportional hazards regression. Functions are available to handle data simple random samples or survey data. The package is intended to make it easier for researchers to translate results from statistical analyses in R to their reports or manuscripts.
Author: Dane R. Van Domelen
Maintainer: Dane R. Van Domelen <vandomed@gmail.com>

Diff between tab versions 3.1.1 dated 2015-03-15 and 3.1.2 dated 2016-09-20

 DESCRIPTION           |   14 -
 MD5                   |   46 +--
 NAMESPACE             |   10 
 R/tabcox.R            |   11 
 R/tabfreq.R           |  608 ++++++++++++++++++++++++++++++--------------------
 R/tabgee.R            |   12 
 R/tabglm.R            |   12 
 R/tabmeans.R          |   26 +-
 R/tabmedians.R        |  120 +++++++++
 R/tabmulti.R          |   12 
 data/d.rda            |binary
 man/tab-package.Rd    |   17 -
 man/tabcox.Rd         |   14 -
 man/tabfreq.Rd        |   13 -
 man/tabfreq_svy.Rd    |    4 
 man/tabgee.Rd         |   15 -
 man/tabglm.Rd         |   13 -
 man/tabglm_svy.Rd     |    4 
 man/tabmeans.Rd       |   16 +
 man/tabmeans_svy.Rd   |    4 
 man/tabmedians.Rd     |   15 -
 man/tabmedians_svy.Rd |    4 
 man/tabmulti.Rd       |   13 -
 man/tabmulti_svy.Rd   |    4 
 24 files changed, 697 insertions(+), 310 deletions(-)

More information about tab at CRAN
Permanent link

Package rdrobust updated to version 0.94 with previous version 0.93 dated 2016-08-15

Title: Robust Data-Driven Statistical Inference in Regression-Discontinuity Designs
Description: Regression-discontinuity (RD) designs are quasi-experimental research designs popular in social, behavioral and natural sciences. The RD design is usually employed to study the (local) causal effect of a treatment, intervention or policy. This package provides tools for data-driven graphical and analytical statistical inference in RD designs: rdrobust() to construct local-polynomial point estimators and robust confidence intervals for average treatment effects at the cutoff in Sharp, Fuzzy and Kink RD settings, rdbwselect() to perform bandwidth selection for the different procedures implemented, and rdplot() to conduct exploratory data analysis (RD plots).
Author: Sebastian Calonico <scalonico@bus.miami.edu>, Matias D. Cattaneo <cattaneo@umich.edu>, Max H. Farrell, <max.farrell@chicagobooth.edu>, Rocio Titiunik <titiunik@umich.edu>
Maintainer: Sebastian Calonico <scalonico@bus.miami.edu>

Diff between rdrobust versions 0.93 dated 2016-08-15 and 0.94 dated 2016-09-20

 DESCRIPTION             |    8 ++++----
 MD5                     |   12 ++++++------
 R/functions.R           |    7 ++++---
 R/rdbwselect.R          |   10 +++++-----
 R/rdplot.R              |    8 ++++----
 R/rdrobust.R            |   44 +++++++++++++++++++++++++-------------------
 man/rdrobust-package.Rd |    4 ++--
 7 files changed, 50 insertions(+), 43 deletions(-)

More information about rdrobust at CRAN
Permanent link

Package optpart updated to version 2.3-0 with previous version 2.2-0 dated 2016-01-23

Title: Optimal Partitioning of Similarity Relations
Description: Contains a set of algorithms for creating partitions and coverings of objects largely based on operations on (dis)similarity relations (or matrices). There are several iterative re-assignment algorithms optimizing different goodness-of-clustering criteria. In addition, there are covering algorithms 'clique' which derives maximal cliques, and 'maxpact' which creates a covering of maximally compact sets. Graphical analyses and conversion routines are also included.
Author: David W. Roberts <droberts@montana.edu>
Maintainer: David W. Roberts <droberts@montana.edu>

Diff between optpart versions 2.2-0 dated 2016-01-23 and 2.3-0 dated 2016-09-20

 DESCRIPTION     |    8 ++++----
 MD5             |   18 +++++++++---------
 inst/ChangeLog  |    6 ++++++
 src/clcdul.f    |    6 +++---
 src/maxpact.f   |    2 ++
 src/optindval.f |    6 ++++++
 src/optpart.f   |   16 ++++++++++++++--
 src/optsil.f    |    1 +
 src/opttdev.f   |    2 ++
 src/permute.f   |    9 ++++-----
 10 files changed, 51 insertions(+), 23 deletions(-)

More information about optpart at CRAN
Permanent link

Package CRF updated to version 0.3-12 with previous version 0.3-11 dated 2016-08-28

Title: Conditional Random Fields
Description: Implements modeling and computational tools for conditional random fields (CRF) model as well as other probabilistic undirected graphical models of discrete data with pairwise and unary potentials.
Author: Ling-Yun Wu [aut, cre]
Maintainer: Ling-Yun Wu <wulingyun@gmail.com>

Diff between CRF versions 0.3-11 dated 2016-08-28 and 0.3-12 dated 2016-09-20

 DESCRIPTION            |   12 ++++++------
 MD5                    |   28 ++++++++++++++--------------
 README.md              |    4 ++--
 data/Chain.RData       |binary
 data/Clique.RData      |binary
 data/Loop.RData        |binary
 data/Small.RData       |binary
 data/Tree.RData        |binary
 inst/doc/Tutorial.Rmd  |   20 ++++++++++----------
 inst/doc/Tutorial.pdf  |binary
 src/CRF.h              |    1 +
 src/LoopyBP.cpp        |    2 +-
 src/TRBP.cpp           |    6 +++---
 src/misc.h             |    2 +-
 vignettes/Tutorial.Rmd |   20 ++++++++++----------
 15 files changed, 48 insertions(+), 47 deletions(-)

More information about CRF at CRAN
Permanent link

Package Corbi updated to version 0.4-1 with previous version 0.4-0 dated 2016-07-22

Title: Collection of Rudimentary Bioinformatics Tools
Description: Provides a bundle of basic and fundamental bioinformatics tools, such as network querying and alignment, subnetwork extraction and search, network biomarker identification.
Author: Ling-Yun Wu [aut, cre], Qiang Huang [aut], Duanchen Sun [aut]
Maintainer: Ling-Yun Wu <wulingyun@gmail.com>

Diff between Corbi versions 0.4-0 dated 2016-07-22 and 0.4-1 dated 2016-09-20

 DESCRIPTION |   12 ++++++------
 MD5         |    4 ++--
 src/Corbi.h |    1 +
 3 files changed, 9 insertions(+), 8 deletions(-)

More information about Corbi at CRAN
Permanent link

Package coenoflex updated to version 2.2-0 with previous version 2.1-0 dated 2016-01-25

Title: Gradient-Based Coenospace Vegetation Simulator
Description: Simulates the composition of samples of vegetation according to gradient-based vegetation theory. Features a flexible algorithm incorporating competition and complex multi-gradient interaction.
Author: David W. Roberts <droberts@montana.edu>
Maintainer: David W. Roberts <droberts@montana.edu>

Diff between coenoflex versions 2.1-0 dated 2016-01-25 and 2.2-0 dated 2016-09-20

 DESCRIPTION     |    8 ++++----
 MD5             |    6 +++---
 inst/ChangeLog  |    5 +++++
 src/coenoflex.f |   33 ++++++++++++++++++++++++++++++---
 4 files changed, 42 insertions(+), 10 deletions(-)

More information about coenoflex at CRAN
Permanent link

New package aspi with initial version 0.2.0
Package: aspi
Type: Package
Title: Analysis of Symmetry of Parasitic Infections
Version: 0.2.0
Date: 2016-09-18
Author: Matt Wayland
Maintainer: Matt Wayland <mw283@cam.ac.uk>
Description: Tools for the analysis and visualization of bilateral asymmetry in parasitic infections.
Depends: R (>= 2.10)
License: GPL-3
LazyData: TRUE
Suggests: knitr, rmarkdown, testthat
VignetteBuilder: knitr
RoxygenNote: 5.0.1
NeedsCompilation: no
Packaged: 2016-09-20 15:16:03 UTC; matt
Repository: CRAN
Date/Publication: 2016-09-20 18:46:39

More information about aspi at CRAN
Permanent link

Package prereg updated to version 0.2.0 with previous version 0.1.0 dated 2016-02-16

Title: R Markdown Templates to Preregister Scientific Studies
Description: The R Markdown templates in this package are based on the Center for Open Science Preregistration Challenge and the 'AsPredicted.org' questions. They are, thus, particularly suited to draft preregistration documents for these programs but can also be used for internally.
Author: Frederik Aust [aut, cre]
Maintainer: Frederik Aust <frederik.aust@uni-koeln.de>

Diff between prereg versions 0.1.0 dated 2016-02-16 and 0.2.0 dated 2016-09-20

 prereg-0.1.0/prereg/tests/testthat/test_skeleton.R                            |only
 prereg-0.2.0/prereg/DESCRIPTION                                               |   21 +--
 prereg-0.2.0/prereg/MD5                                                       |   28 ++--
 prereg-0.2.0/prereg/NAMESPACE                                                 |    1 
 prereg-0.2.0/prereg/NEWS.md                                                   |    4 
 prereg-0.2.0/prereg/R/aspredicted_prereg.R                                    |only
 prereg-0.2.0/prereg/R/cos_prereg.R                                            |   11 -
 prereg-0.2.0/prereg/R/prereg.R                                                |    9 -
 prereg-0.2.0/prereg/README.md                                                 |   70 +++++++---
 prereg-0.2.0/prereg/inst/rmarkdown/templates/aspredicted_prereg               |only
 prereg-0.2.0/prereg/inst/rmarkdown/templates/cos_prereg/skeleton/skeleton.Rmd |   20 ++
 prereg-0.2.0/prereg/inst/rmarkdown/templates/cos_prereg/template.yaml         |    2 
 prereg-0.2.0/prereg/man/aspredicted_prereg.Rd                                 |only
 prereg-0.2.0/prereg/man/cos_prereg.Rd                                         |    2 
 prereg-0.2.0/prereg/man/prereg.Rd                                             |    8 -
 prereg-0.2.0/prereg/tests/testthat/test_skeletons.R                           |only
 16 files changed, 114 insertions(+), 62 deletions(-)

More information about prereg at CRAN
Permanent link

Package partykit updated to version 1.1-1 with previous version 1.1-0 dated 2016-07-14

Title: A Toolkit for Recursive Partytioning
Description: A toolkit with infrastructure for representing, summarizing, and visualizing tree-structured regression and classification models. This unified infrastructure can be used for reading/coercing tree models from different sources ('rpart', 'RWeka', 'PMML') yielding objects that share functionality for print()/plot()/predict() methods. Furthermore, new and improved reimplementations of conditional inference trees (ctree()) and model-based recursive partitioning (mob()) from the 'party' package are provided based on the new infrastructure.
Author: Torsten Hothorn [aut, cre], Achim Zeileis [aut]
Maintainer: Torsten Hothorn <Torsten.Hothorn@R-project.org>

Diff between partykit versions 1.1-0 dated 2016-07-14 and 1.1-1 dated 2016-09-20

 partykit-1.1-0/partykit/inst/tmp                |only
 partykit-1.1-0/partykit/tests/Rplots.pdf        |only
 partykit-1.1-1/partykit/DESCRIPTION             |   12 ++---
 partykit-1.1-1/partykit/MD5                     |   28 ++++++-------
 partykit-1.1-1/partykit/R/cforest.R             |    3 -
 partykit-1.1-1/partykit/R/ctree.R               |   15 ++++---
 partykit-1.1-1/partykit/R/glmtree.R             |    6 +-
 partykit-1.1-1/partykit/R/node.R                |   21 ++++++----
 partykit-1.1-1/partykit/R/split.R               |   49 +++++++++++++++++-------
 partykit-1.1-1/partykit/inst/NEWS.Rd            |   12 +++++
 partykit-1.1-1/partykit/inst/doc/constparty.pdf |binary
 partykit-1.1-1/partykit/inst/doc/ctree.pdf      |binary
 partykit-1.1-1/partykit/inst/doc/mob.Rnw        |   20 ++++-----
 partykit-1.1-1/partykit/inst/doc/mob.pdf        |binary
 partykit-1.1-1/partykit/inst/doc/partykit.pdf   |binary
 partykit-1.1-1/partykit/man/HuntingSpiders.Rd   |    2 
 16 files changed, 106 insertions(+), 62 deletions(-)

More information about partykit at CRAN
Permanent link

Package GMDH updated to version 1.6 with previous version 1.5 dated 2016-05-04

Title: Short Term Forecasting via GMDH-Type Neural Network Algorithms
Description: Group method of data handling (GMDH) - type neural network algorithm is the heuristic self-organization method for modelling the complex systems. In this package, GMDH-type neural network algorithms are applied to make short term forecasting for a univariate time series.
Author: Osman Dag, Ceylan Yozgatligil
Maintainer: Osman Dag <osman.dag@hacettepe.edu.tr>

Diff between GMDH versions 1.5 dated 2016-05-04 and 1.6 dated 2016-09-20

 DESCRIPTION  |   10 +++++-----
 MD5          |    9 +++++----
 NAMESPACE    |    3 ---
 inst         |only
 man/GMDH.Rd  |    4 ++--
 man/fcast.Rd |    5 +++--
 6 files changed, 15 insertions(+), 16 deletions(-)

More information about GMDH at CRAN
Permanent link

New package ctl with initial version 1.0.0-0
Package: ctl
Version: 1.0.0-0
Date: 2016-09-16
Title: Correlated Trait Locus (CTL) Mapping in R
Author: Danny Arends <Danny.Arends@gmail.com>
Maintainer: Danny Arends <Danny.Arends@gmail.com>
Depends: R (>= 2.10), MASS, qtl
Description: Analysis of genetical genomic data to identify genetic loci associated with correlation changes in quantitative traits (CTL).
License: GPL-3
NeedsCompilation: yes
Packaged: 2016-09-20 07:01:39 UTC; arends
Repository: CRAN
Date/Publication: 2016-09-20 15:39:01

More information about ctl at CRAN
Permanent link

Package diseasemapping updated to version 1.4.2 with previous version 1.4.0 dated 2016-03-07

Title: Modelling Spatial Variation in Disease Risk for Areal Data
Description: Formatting of population and case data, calculation of Standardized Incidence Ratios, and fitting the BYM model using INLA.
Author: Patrick Brown <patrick.brown@utoronto.ca>, Lutong Zhou
Maintainer: Patrick Brown <patrick.brown@utoronto.ca>

Diff between diseasemapping versions 1.4.0 dated 2016-03-07 and 1.4.2 dated 2016-09-20

 DESCRIPTION              |   26 -
 MD5                      |   60 ++-
 NAMESPACE                |   41 --
 R/bym.R                  |  105 +++---
 R/cancer-rates.info.R    |    6 
 R/cancerRates.R          |    3 
 R/forInla.R              |    1 
 R/formatCases.R          |    3 
 R/formatPopulation.R     |  230 +++++++--------
 R/getBreaks.R            |    1 
 R/getExpected.R          |only
 R/getRates.R             |   14 
 R/getSMR.R               |  718 ++++++++++++++++-------------------------------
 R/getStdRate.R           |    4 
 build/vignette.rds       |binary
 data/casedata.RData      |binary
 data/datalist            |only
 data/kentucky.RData      |binary
 data/kentuckyTract.RData |only
 data/popdata.RData       |binary
 data/referencepop.RData  |binary
 inst/CITATION            |   63 ++--
 inst/doc/bym.Rnw         |   80 ++++-
 inst/doc/bym.pdf         |binary
 man/bym.Rd               |  129 +++++---
 man/getRates.Rd          |    2 
 man/getSMR.Rd            |   49 +--
 man/kentucky.Rd          |   20 +
 man/nbInlaToGraph.Rd     |only
 tests/bym.R              |    3 
 tests/getSMR.R           |    3 
 vignettes/Makefile       |    4 
 vignettes/bym.Rnw        |   80 ++++-
 33 files changed, 801 insertions(+), 844 deletions(-)

More information about diseasemapping at CRAN
Permanent link

Package quantregGrowth updated to version 0.3-2 with previous version 0.3-1 dated 2015-06-23

Title: Growth Charts via Regression Quantiles
Description: Fits non-crossing regression quantiles as a function of linear covariates and a smooth terms via B-splines with difference penalties.
Author: Vito M. R. Muggeo [aut, cre]
Maintainer: Vito M. R. Muggeo <vito.muggeo@unipa.it>

Diff between quantregGrowth versions 0.3-1 dated 2015-06-23 and 0.3-2 dated 2016-09-20

 DESCRIPTION                   |    8 ++++----
 MD5                           |   14 +++++++-------
 NAMESPACE                     |    6 ++++++
 NEWS                          |    7 +++++++
 R/gcrq.R                      |    4 ++--
 R/plot.gcrq.R                 |    2 ++
 man/gcrq.Rd                   |    6 +++---
 man/quantregGrowth-package.Rd |    4 ++--
 8 files changed, 33 insertions(+), 18 deletions(-)

More information about quantregGrowth at CRAN
Permanent link

Package factorstochvol updated to version 0.8.2 with previous version 0.8.1 dated 2016-08-31

Title: Bayesian Estimation of (Sparse) Latent Factor Stochastic Volatility Models
Description: Markov chain Monte Carlo (MCMC) sampler for fully Bayesian estimation of latent factor stochastic volatility models. Sparsity can be achieved through the usage of Normal-Gamma priors on the factor loading matrix.
Author: Gregor Kastner [aut, cre]
Maintainer: Gregor Kastner <gregor.kastner@wu.ac.at>

Diff between factorstochvol versions 0.8.1 dated 2016-08-31 and 0.8.2 dated 2016-09-20

 factorstochvol-0.8.1/factorstochvol/man/predprecision.Rd   |only
 factorstochvol-0.8.2/factorstochvol/DESCRIPTION            |    6 -
 factorstochvol-0.8.2/factorstochvol/MD5                    |   28 +++----
 factorstochvol-0.8.2/factorstochvol/NAMESPACE              |    2 
 factorstochvol-0.8.2/factorstochvol/NEWS                   |    9 ++
 factorstochvol-0.8.2/factorstochvol/R/utilities_fsvdraws.R |   47 ++++++++-----
 factorstochvol-0.8.2/factorstochvol/R/wrappers.R           |   12 +--
 factorstochvol-0.8.2/factorstochvol/inst/CITATION          |    2 
 factorstochvol-0.8.2/factorstochvol/man/predcond.Rd        |    2 
 factorstochvol-0.8.2/factorstochvol/man/predcor.Rd         |    2 
 factorstochvol-0.8.2/factorstochvol/man/predcov.Rd         |    2 
 factorstochvol-0.8.2/factorstochvol/man/predh.Rd           |    2 
 factorstochvol-0.8.2/factorstochvol/man/predloglik.Rd      |   15 ++--
 factorstochvol-0.8.2/factorstochvol/man/predloglikWB.Rd    |   17 ++--
 factorstochvol-0.8.2/factorstochvol/man/predprecWB.Rd      |only
 factorstochvol-0.8.2/factorstochvol/src/sampler.cpp        |   10 +-
 16 files changed, 93 insertions(+), 63 deletions(-)

More information about factorstochvol at CRAN
Permanent link

Package citr updated to version 0.2.0 with previous version 0.1.0 dated 2016-08-04

Title: 'RStudio' Add-in to Insert Markdown Citations
Description: Functions and an 'RStudio' add-in that search a 'BibTeX'-file to create and insert formatted Markdown citations into the current document.
Author: Frederik Aust [aut, cre], Yihui Xie [ctb]
Maintainer: Frederik Aust <frederik.aust@uni-koeln.de>

Diff between citr versions 0.1.0 dated 2016-08-04 and 0.2.0 dated 2016-09-20

 DESCRIPTION                               |   26 +--
 MD5                                       |   28 +--
 NEWS.md                                   |    7 
 R/insert_citation.R                       |  260 +++++++++++++++++++++++-------
 R/md_cite.R                               |   44 +++--
 R/md_cite_zotero.R                        |only
 R/onload.R                                |    2 
 R/query_bib.R                             |   70 ++++++--
 README.md                                 |   27 ++-
 man/insert_citation.Rd                    |   11 +
 man/md_cite.Rd                            |   18 +-
 man/md_cite_zotero.Rd                     |only
 man/query_bib.Rd                          |   15 +
 tests/testthat/test_paste_citation_keys.R |    2 
 tests/testthat/test_qurey_bib.R           |   16 -
 tests/testthat/test_reference_list.R      |    6 
 16 files changed, 395 insertions(+), 137 deletions(-)

More information about citr at CRAN
Permanent link

Package DynNom updated to version 3.0 with previous version 2.0 dated 2015-10-30

Title: Dynamic Nomograms for Linear, Generalized Linear and Proportional Hazard Models
Description: Demonstrate the results of a statistical model object as a dynamic nomogram in an 'RStudio' panel or web browser. DynNom supports a variety of model objects; 'lm', 'glm', 'coxph' and also 'Ols', 'Glm', 'lrm', 'cph' models.
Author: Amirhossein Jalali, Davood Roshan, Alberto Alvarez-Iglesias, John Newell
Maintainer: Amirhossein Jalali <a.jalali2@nuigalway.ie>

Diff between DynNom versions 2.0 dated 2015-10-30 and 3.0 dated 2016-09-20

 DESCRIPTION           |   14 +++++-----
 MD5                   |   28 ++++++++++++++-------
 NAMESPACE             |   11 +++++++-
 R/DynNom.R            |   61 +++++++++++++++++++++++++++++++++++++++++------
 R/DynNom_coxph.R      |   23 ++++++++++-------
 R/DynNom_glm.R        |   64 ++++++++++++++++++++++++++++++++------------------
 R/DynNom_lm.R         |   15 ++++++-----
 R/DynNom_rmsGlm.R     |only
 R/DynNom_rmscph.R     |only
 R/DynNom_rmslrm.R     |only
 R/DynNom_rmsols.R     |only
 man/DynNom.Rd         |   63 +++++++++++++++++++++++++++++++++----------------
 man/DynNom.coxph.Rd   |   27 ++++++++++++---------
 man/DynNom.glm.Rd     |   15 +++++++----
 man/DynNom.lm.Rd      |   15 +++++++----
 man/DynNom.rms.Glm.Rd |only
 man/DynNom.rms.cph.Rd |only
 man/DynNom.rms.lrm.Rd |only
 man/DynNom.rms.ols.Rd |only
 19 files changed, 230 insertions(+), 106 deletions(-)

More information about DynNom at CRAN
Permanent link

New package msaenet with initial version 1.0
Package: msaenet
Type: Package
Title: Multi-Step Adaptive Elastic-Net
Version: 1.0
Author: Nan Xiao <me@nanx.me>
Maintainer: Nan Xiao <me@nanx.me>
Description: Multi-step adaptive elastic-net (MSAENet) algorithm for feature selection in high-dimensional regressions.
License: GPL
URL: http://msaenet.com
Encoding: UTF-8
LazyData: true
VignetteBuilder: knitr
BugReports: https://github.com/road2stat/msaenet/issues
Depends: R (>= 3.0.2)
Imports: glmnet, foreach, mvtnorm, Matrix, lattice
Suggests: knitr, rmarkdown, doParallel
RoxygenNote: 5.0.1
NeedsCompilation: no
Packaged: 2016-09-20 06:06:24 UTC; jimmy
Repository: CRAN
Date/Publication: 2016-09-20 09:21:35

More information about msaenet at CRAN
Permanent link

New package fastLSU with initial version 0.1.0
Package: fastLSU
Title: Fast Linear Step Up Procedure of Benjamini–Hochberg FDR Method for Huge-Scale Testing Problems
Version: 0.1.0
Author: Xikun Han <hanxikun2014@163.com>, Vered Madar <vered.madar@gmail.com> and Sandra Batista <sbatista@cs.princeton.edu>
Maintainer: Xikun Han <hanxikun2014@163.com>
Description: An efficient algorithm to apply the Benjamini–Hochberg Linear Step Up FDR controlling procedure in huge-scale testing problems (proposed in Vered Madar and Sandra Batista(2016) <DOI:10.1093/bioinformatics/btw029>). Unlike "BH" method, the package does not require any p value ordering. Besides, it permits separating p values arbitrarily into computationally feasible chunks of arbitrary size and produces the same results as those from applying linear step up BH procedure to the entire set of tests.
Depends: R (>= 3.0.0)
License: GPL-2
Encoding: UTF-8
LazyData: true
Date: 2016-09-01
RoxygenNote: 5.0.1
NeedsCompilation: no
Packaged: 2016-09-20 06:45:14 UTC; 1159225156
Repository: CRAN
Date/Publication: 2016-09-20 09:21:34

More information about fastLSU at CRAN
Permanent link

Package PDQutils updated to version 0.1.5 with previous version 0.1.4 dated 2016-03-03

Title: PDQ Functions via Gram Charlier, Edgeworth, and Cornish Fisher Approximations
Description: A collection of tools for approximating the 'PDQ' functions (respectively, the cumulative distribution, density, and quantile) of probability distributions via classical expansions involving moments and cumulants.
Author: Steven E. Pav [aut, cre]
Maintainer: Steven E. Pav <shabbychef@gmail.com>

Diff between PDQutils versions 0.1.4 dated 2016-03-03 and 0.1.5 dated 2016-09-20

 PDQutils-0.1.4/PDQutils/inst/tests             |only
 PDQutils-0.1.4/PDQutils/tests/run-all.R        |only
 PDQutils-0.1.5/PDQutils/DESCRIPTION            |   16 +++++++------
 PDQutils-0.1.5/PDQutils/MD5                    |   30 ++++++++++++-------------
 PDQutils-0.1.5/PDQutils/R/PDQutils.r           |   14 ++++++++++-
 PDQutils-0.1.5/PDQutils/README.md              |    9 ++++---
 PDQutils-0.1.5/PDQutils/build/vignette.rds     |binary
 PDQutils-0.1.5/PDQutils/inst/doc/PDQutils.Rnw  |    2 -
 PDQutils-0.1.5/PDQutils/inst/doc/PDQutils.pdf  |binary
 PDQutils-0.1.5/PDQutils/man/AS269.Rd           |    2 -
 PDQutils-0.1.5/PDQutils/man/NEWS.Rd            |   18 ++++++++++++++-
 PDQutils-0.1.5/PDQutils/man/PDQutils.Rd        |    2 -
 PDQutils-0.1.5/PDQutils/man/qapx_cf.Rd         |    2 -
 PDQutils-0.1.5/PDQutils/tests/testthat         |only
 PDQutils-0.1.5/PDQutils/tests/testthat.R       |only
 PDQutils-0.1.5/PDQutils/vignettes/PDQutils.Rnw |    2 -
 16 files changed, 64 insertions(+), 33 deletions(-)

More information about PDQutils at CRAN
Permanent link

Package kequate updated to version 1.6.0 with previous version 1.5.0 dated 2015-12-22

Title: The Kernel Method of Test Equating
Description: Implements the kernel method of test equating using the CB, EG, SG, NEAT CE/PSE and NEC designs, supporting gaussian, logistic and uniform kernels and unsmoothed and pre-smoothed input data.
Author: Bjorn Andersson, Kenny Branberg and Marie Wiberg
Maintainer: Bjorn Andersson <bjoern.h.andersson@gmail.com>

Diff between kequate versions 1.5.0 dated 2015-12-22 and 1.6.0 dated 2016-09-20

 DESCRIPTION            |    8 
 MD5                    |   18 
 NEWS                   |    9 
 R/kernel.R             | 1341 ++++++++++++++++++++++++-------------------------
 build/vignette.rds     |binary
 inst/doc/irtguide.pdf  |binary
 inst/doc/kequate.pdf   |binary
 man/irtose.Rd          |    8 
 man/kequate-package.Rd |    4 
 man/kequate.Rd         |   12 
 10 files changed, 722 insertions(+), 678 deletions(-)

More information about kequate at CRAN
Permanent link

Package dlstats updated to version 0.0.9 with previous version 0.0.8 dated 2016-08-11

Title: Download Stats of R Packages
Description: Monthly download stats of 'CRAN' and 'Bioconductor' packages. Download stats of 'CRAN' packages is from the 'RStudio' 'CRAN mirror', see <http://cranlogs.r-pkg.org>. 'Bioconductor' package download stats is at <https://bioconductor.org/packages/stats/>.
Author: Guangchuang Yu [aut, cre]
Maintainer: Guangchuang Yu <guangchuangyu@gmail.com>

Diff between dlstats versions 0.0.8 dated 2016-08-11 and 0.0.9 dated 2016-09-20

 DESCRIPTION           |    6 +++---
 MD5                   |   14 +++++++-------
 R/cran_stats.R        |   32 ++++++++++++++++----------------
 R/utilities.R         |    2 +-
 README.md             |    6 +++---
 inst/doc/dlstats.Rmd  |   10 +++++-----
 inst/doc/dlstats.html |   20 ++++++++++----------
 vignettes/dlstats.Rmd |   10 +++++-----
 8 files changed, 50 insertions(+), 50 deletions(-)

More information about dlstats at CRAN
Permanent link

Package cooccurNet updated to version 0.1.3 with previous version 0.1.2 dated 2016-09-18

Title: Co-Occurrence Network
Description: Read and preprocess fasta format data, and construct the co-occurrence network for downstream analyses. This R package is to construct the co-occurrence network with the algorithm developed by Du (2008) <DOI:10.1101/gr.6969007>. It could be used to transform the data with high-dimension, such as DNA or protein sequence, into co-occurrence networks. Co-occurrence network could not only capture the co-variation pattern between variables, such as the positions in DNA or protein sequences, but also reflect the relationship between samples. Although it is originally used in DNA and protein sequences, it could be also used to other kinds of data, such as SNP.
Author: Yuanqiang Zou <jerrytsou2001@gmail.com>, Yousong Peng <pys2013@hnu.edu.cn> and Taijiao Jiang <taijiao@moon.ibp.ac.cn>
Maintainer: Yuanqiang Zou <jerrytsou2001@gmail.com>

Diff between cooccurNet versions 0.1.2 dated 2016-09-18 and 0.1.3 dated 2016-09-20

 DESCRIPTION        |    8 -
 MD5                |   12 +-
 R/datapreprocess.R |   50 ++++++-----
 R/gennetwork.R     |  231 ++++++++++++++++++++++++++++++++++++++---------------
 R/networkpvalue.R  |   24 +++--
 R/pubfuncs.R       |   47 +++++++---
 R/readfasta.R      |    6 -
 7 files changed, 254 insertions(+), 124 deletions(-)

More information about cooccurNet at CRAN
Permanent link

Package rvcheck updated to version 0.0.5 with previous version 0.0.2 dated 2016-06-17

Title: R/Package Version Check
Description: Check latest release version of R and R package (both in 'CRAN' or 'Bioconductor').
Author: Guangchuang Yu [aut, cre]
Maintainer: Guangchuang Yu <guangchuangyu@gmail.com>

Diff between rvcheck versions 0.0.2 dated 2016-06-17 and 0.0.5 dated 2016-09-20

 DESCRIPTION         |    8 +++---
 MD5                 |   17 +++++++------
 NAMESPACE           |    4 +++
 NEWS                |only
 R/check_pkg.R       |   63 ++++++++++++++++++++++++++++++++++++++++++-------
 R/update_all.R      |   66 ++++++++++++++++++++++++++++++++++++++++------------
 README.md           |only
 man/check_bioc.Rd   |    3 ++
 man/check_cran.Rd   |    3 ++
 man/check_github.Rd |only
 man/update_all.Rd   |    7 ++++-
 11 files changed, 136 insertions(+), 35 deletions(-)

More information about rvcheck at CRAN
Permanent link

Package hdlm updated to version 1.3.1 with previous version 1.2 dated 2013-10-25

Title: Fitting High Dimensional Linear Models
Description: Mimics the lm() function found in the package stats to fit high dimensional regression models with point estimates, standard errors, and p-values. Methods for printing and summarizing the results are given.
Author: Taylor B. Arnold
Maintainer: Taylor B. Arnold <taylor.b.arnold@gmail.com>

Diff between hdlm versions 1.2 dated 2013-10-25 and 1.3.1 dated 2016-09-20

 DESCRIPTION         |   12 ++++++------
 MD5                 |    8 ++++----
 NAMESPACE           |   15 ++++++++++++++-
 build/vignette.rds  |binary
 src/util_blasso.cpp |   14 +++++++-------
 5 files changed, 31 insertions(+), 18 deletions(-)

More information about hdlm at CRAN
Permanent link

Package BAS updated to version 1.4.1 with previous version 1.4.0 dated 2016-08-27

Title: Bayesian Model Averaging using Bayesian Adaptive Sampling
Description: Package for Bayesian Model Averaging in linear models and generalized linear models using stochastic or deterministic sampling without replacement from posterior distributions. Prior distributions on coefficients are from Zellner's g-prior or mixtures of g-priors corresponding to the Zellner-Siow Cauchy Priors or the mixture of g-priors from Liang et al (2008) <DOI:10.1198/016214507000001337> for linear models or mixtures of g-priors in GLMs of Li and Clyde (2015) <http://arxiv.org/abs/1503.06913>. Other model selection criteria include AIC, BIC and Empirical Bayes estimates of g. Sampling probabilities may be updated based on the sampled models using Sampling w/out Replacement or an efficient MCMC algorithm samples models using the BAS tree structure as an efficient hash table. Uniform priors over all models or beta-binomial prior distributions on model size are allowed, and for large p truncated priors on the model space may be used. The user may force variables to always be included. Details behind the sampling algorithm are provided in Clyde, Ghosh and Littman (2010) <DOI:10.1198/jcgs.2010.09049>. The DOI for the stable package release is <DOI:10.5281/zenodo.154457>. This material is based upon work supported by the National Science Foundation under Grant DMS-1106891. Any opinions, findings, and conclusions or recommendations expressed in this material are those of the author(s) and do not necessarily reflect the views of the National Science Foundation.
Author: Merlise Clyde [aut, cre, cph], Michael Littman [ctb], Quanli Wang [ctb], Joyee Ghosh [ctb], Yingbo Li [ctb]
Maintainer: Merlise Clyde <clyde@stat.duke.edu>

Diff between BAS versions 1.4.0 dated 2016-08-27 and 1.4.1 dated 2016-09-20

 DESCRIPTION                |   55 +++++++++++++++++++++++-------------------
 MD5                        |   22 ++++++++---------
 NEWS.md                    |   11 ++++++++
 R/bas.R                    |   58 +++++++++++++++++----------------------------
 R/bas.gglm.R               |   36 ++++++++++++++-------------
 demo/BAS.USCrime.R         |    8 ++++--
 inst/doc/BAS-vignette.Rmd  |    3 ++
 inst/doc/BAS-vignette.html |   49 +++++++++++++++++++-------------------
 man/bas.Rd                 |   37 ++++++++++++++++++++--------
 man/bas.glm.Rd             |   11 +++-----
 man/cv.summary.bma.Rd      |    5 ++-
 vignettes/BAS-vignette.Rmd |    3 ++
 12 files changed, 165 insertions(+), 133 deletions(-)

More information about BAS at CRAN
Permanent link


Built and running on Debian GNU/Linux using R, littler and blosxom. Styled with Bootstrap.