MVR

Mean-Variance Regularization

v1.33.0 · Sep 10, 2018 · GPL (>= 3) | file LICENSE

Description

This is a non-parametric method for joint adaptive mean-variance regularization and variance stabilization of high-dimensional data. It is suited for handling difficult problems posed by high-dimensional multivariate datasets (p >> n paradigm). Among those are that the variance is often a function of the mean, variable-specific estimators of variances are not reliable, and tests statistics have low powers due to a lack of degrees of freedom. Key features include: (i) Normalization and/or variance stabilization of the data, (ii) Computation of mean-variance-regularized t-statistics (F-statistics to follow), (iii) Generation of diverse diagnostic plots, (iv) Computationally efficient implementation using C/C++ interfacing and an option for parallel computing to enjoy a faster and easier experience in the R environment.

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r-devel-linux-x86_64-debian-clang	NOTE	39.5s
r-devel-linux-x86_64-debian-gcc	NOTE	30.6s
r-devel-linux-x86_64-fedora-clang	NOTE	58.2s
r-devel-linux-x86_64-fedora-gcc	NOTE	57s
r-devel-macos-arm64	NOTE	14s
r-devel-windows-x86_64	NOTE	71s
r-oldrel-macos-arm64	NOTE
r-oldrel-macos-x86_64	NOTE	30s
r-oldrel-windows-x86_64	NOTE	74s
r-patched-linux-x86_64	NOTE	37.7s
r-release-linux-x86_64	NOTE	34.9s
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r-release-windows-x86_64	NOTE	69s

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NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Jean-Eudes Dazard <jean-eudes.dazard@case.edu>’

Package CITATION file contains call(s) to old-style personList() or
as.personList().  Please use c() on person objects instead.
Package CITATION file contains call(s) to old-style citEntry().  Please
use bibentry() instead.

Found the following (possibly) invalid file URIs:
  URI: jean-eudes.dazard@case.edu
    From: README.md
  URI: huaxu77@gmail.com
    From: README.md
  URI: ahs4@case.edu
    From: README.md

NOTE r-devel-linux-x86_64-debian-clang

Rd files

checkRd: (-1) cluster.diagnostic.Rd:35: Lost braces; missing escapes or markup?
    35 |                 Defaults to 2. (Normally 1 or 2. Degree 0 is also allowed, but see the "Note" in loess {stats} package.)}
       |                                                                                                        ^
checkRd: (-1) cluster.diagnostic.Rd:36: Lost braces; missing escapes or markup?
    36 |   \item{family}{Family distribution in {"gaussian", "symmetric"} of the \code{loess()} function (R package \pkg{stats}), used for local fitting .
       |                                        ^
checkRd: (-1) mvr.Rd:108: Lost braces
   108 |             \item membership {\code{numeric} \code{vector} of cluster membership of each variable}
       |                              ^
checkRd: (-1) mvr.Rd:109: Lost braces
   109 |             \item nc {Positive \code{integer} scalar of number of clusters found in optimal cluster configuration}
       |                      ^
checkRd: (
...[truncated]...
c} \code{matrix} (\code{nc.max} - \code{nc.min} + 1) x (length(\code{probs})) of quantiles of means}
       |                            ^
checkRd: (-1) mvr.Rd:117: Lost braces
   117 |             \item sd.quant {\code{numeric} \code{matrix} (\code{nc.max} - \code{nc.min} + 1) x (length(\code{probs})) of quantiles of standard deviations}
       |                            ^
checkRd: (-1) stabilization.diagnostic.Rd:31: Lost braces; missing escapes or markup?
    31 |                 Defaults to 2. (Normally 1 or 2. Degree 0 is also allowed, but see the "Note" in loess {stats} package.)}
       |                                                                                                        ^
checkRd: (-1) stabilization.diagnostic.Rd:32: Lost braces; missing escapes or markup?
    32 |   \item{family}{Family distribution in {"gaussian", "symmetric"} of the \code{loess()} function (R package \pkg{stats}), used for local fitting .
       |                                        ^

NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Jean-Eudes Dazard <jean-eudes.dazard@case.edu>’

Package CITATION file contains call(s) to old-style personList() or
as.personList().  Please use c() on person objects instead.
Package CITATION file contains call(s) to old-style citEntry().  Please
use bibentry() instead.

Found the following (possibly) invalid file URIs:
  URI: jean-eudes.dazard@case.edu
    From: README.md
  URI: huaxu77@gmail.com
    From: README.md
  URI: ahs4@case.edu
    From: README.md

NOTE r-devel-linux-x86_64-debian-gcc

Rd files

checkRd: (-1) cluster.diagnostic.Rd:35: Lost braces; missing escapes or markup?
    35 |                 Defaults to 2. (Normally 1 or 2. Degree 0 is also allowed, but see the "Note" in loess {stats} package.)}
       |                                                                                                        ^
checkRd: (-1) cluster.diagnostic.Rd:36: Lost braces; missing escapes or markup?
    36 |   \item{family}{Family distribution in {"gaussian", "symmetric"} of the \code{loess()} function (R package \pkg{stats}), used for local fitting .
       |                                        ^
checkRd: (-1) mvr.Rd:108: Lost braces
   108 |             \item membership {\code{numeric} \code{vector} of cluster membership of each variable}
       |                              ^
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   109 |             \item nc {Positive \code{integer} scalar of number of clusters found in optimal cluster configuration}
       |                      ^
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...[truncated]...
c} \code{matrix} (\code{nc.max} - \code{nc.min} + 1) x (length(\code{probs})) of quantiles of means}
       |                            ^
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   117 |             \item sd.quant {\code{numeric} \code{matrix} (\code{nc.max} - \code{nc.min} + 1) x (length(\code{probs})) of quantiles of standard deviations}
       |                            ^
checkRd: (-1) stabilization.diagnostic.Rd:31: Lost braces; missing escapes or markup?
    31 |                 Defaults to 2. (Normally 1 or 2. Degree 0 is also allowed, but see the "Note" in loess {stats} package.)}
       |                                                                                                        ^
checkRd: (-1) stabilization.diagnostic.Rd:32: Lost braces; missing escapes or markup?
    32 |   \item{family}{Family distribution in {"gaussian", "symmetric"} of the \code{loess()} function (R package \pkg{stats}), used for local fitting .
       |                                        ^

NOTE r-devel-linux-x86_64-fedora-clang

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    35 |                 Defaults to 2. (Normally 1 or 2. Degree 0 is also allowed, but see the "Note" in loess {stats} package.)}
       |                                                                                                        ^
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    36 |   \item{family}{Family distribution in {"gaussian", "symmetric"} of the \code{loess()} function (R package \pkg{stats}), used for local fitting .
       |                                        ^
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   108 |             \item membership {\code{numeric} \code{vector} of cluster membership of each variable}
       |                              ^
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   109 |             \item nc {Positive \code{integer} scalar of number of clusters found in optimal cluster configuration}
       |                      ^
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c} \code{matrix} (\code{nc.max} - \code{nc.min} + 1) x (length(\code{probs})) of quantiles of means}
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   117 |             \item sd.quant {\code{numeric} \code{matrix} (\code{nc.max} - \code{nc.min} + 1) x (length(\code{probs})) of quantiles of standard deviations}
       |                            ^
checkRd: (-1) stabilization.diagnostic.Rd:31: Lost braces; missing escapes or markup?
    31 |                 Defaults to 2. (Normally 1 or 2. Degree 0 is also allowed, but see the "Note" in loess {stats} package.)}
       |                                                                                                        ^
checkRd: (-1) stabilization.diagnostic.Rd:32: Lost braces; missing escapes or markup?
    32 |   \item{family}{Family distribution in {"gaussian", "symmetric"} of the \code{loess()} function (R package \pkg{stats}), used for local fitting .
       |                                        ^

NOTE r-devel-linux-x86_64-fedora-gcc

Rd files

checkRd: (-1) cluster.diagnostic.Rd:35: Lost braces; missing escapes or markup?
    35 |                 Defaults to 2. (Normally 1 or 2. Degree 0 is also allowed, but see the "Note" in loess {stats} package.)}
       |                                                                                                        ^
checkRd: (-1) cluster.diagnostic.Rd:36: Lost braces; missing escapes or markup?
    36 |   \item{family}{Family distribution in {"gaussian", "symmetric"} of the \code{loess()} function (R package \pkg{stats}), used for local fitting .
       |                                        ^
checkRd: (-1) mvr.Rd:108: Lost braces
   108 |             \item membership {\code{numeric} \code{vector} of cluster membership of each variable}
       |                              ^
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   109 |             \item nc {Positive \code{integer} scalar of number of clusters found in optimal cluster configuration}
       |                      ^
checkRd: (
...[truncated]...
c} \code{matrix} (\code{nc.max} - \code{nc.min} + 1) x (length(\code{probs})) of quantiles of means}
       |                            ^
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   117 |             \item sd.quant {\code{numeric} \code{matrix} (\code{nc.max} - \code{nc.min} + 1) x (length(\code{probs})) of quantiles of standard deviations}
       |                            ^
checkRd: (-1) stabilization.diagnostic.Rd:31: Lost braces; missing escapes or markup?
    31 |                 Defaults to 2. (Normally 1 or 2. Degree 0 is also allowed, but see the "Note" in loess {stats} package.)}
       |                                                                                                        ^
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    32 |   \item{family}{Family distribution in {"gaussian", "symmetric"} of the \code{loess()} function (R package \pkg{stats}), used for local fitting .
       |                                        ^

NOTE r-devel-macos-arm64

Rd files

checkRd: (-1) cluster.diagnostic.Rd:35: Lost braces; missing escapes or markup?
    35 |                 Defaults to 2. (Normally 1 or 2. Degree 0 is also allowed, but see the "Note" in loess {stats} package.)}
       |                                                                                                        ^
checkRd: (-1) cluster.diagnostic.Rd:36: Lost braces; missing escapes or markup?
    36 |   \item{family}{Family distribution in {"gaussian", "symmetric"} of the \code{loess()} function (R package \pkg{stats}), used for local fitting .
       |                                        ^
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   108 |             \item membership {\code{numeric} \code{vector} of cluster membership of each variable}
       |                              ^
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   109 |             \item nc {Positive \code{integer} scalar of number of clusters found in optimal cluster configuration}
       |                      ^
checkRd: (
...[truncated]...
c} \code{matrix} (\code{nc.max} - \code{nc.min} + 1) x (length(\code{probs})) of quantiles of means}
       |                            ^
checkRd: (-1) mvr.Rd:117: Lost braces
   117 |             \item sd.quant {\code{numeric} \code{matrix} (\code{nc.max} - \code{nc.min} + 1) x (length(\code{probs})) of quantiles of standard deviations}
       |                            ^
checkRd: (-1) stabilization.diagnostic.Rd:31: Lost braces; missing escapes or markup?
    31 |                 Defaults to 2. (Normally 1 or 2. Degree 0 is also allowed, but see the "Note" in loess {stats} package.)}
       |                                                                                                        ^
checkRd: (-1) stabilization.diagnostic.Rd:32: Lost braces; missing escapes or markup?
    32 |   \item{family}{Family distribution in {"gaussian", "symmetric"} of the \code{loess()} function (R package \pkg{stats}), used for local fitting .
       |                                        ^

NOTE r-devel-windows-x86_64

Rd files

checkRd: (-1) cluster.diagnostic.Rd:35: Lost braces; missing escapes or markup?
    35 |                 Defaults to 2. (Normally 1 or 2. Degree 0 is also allowed, but see the "Note" in loess {stats} package.)}
       |                                                                                                        ^
checkRd: (-1) cluster.diagnostic.Rd:36: Lost braces; missing escapes or markup?
    36 |   \item{family}{Family distribution in {"gaussian", "symmetric"} of the \code{loess()} function (R package \pkg{stats}), used for local fitting .
       |                                        ^
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   108 |             \item membership {\code{numeric} \code{vector} of cluster membership of each variable}
       |                              ^
checkRd: (-1) mvr.Rd:109: Lost braces
   109 |             \item nc {Positive \code{integer} scalar of number of clusters found in optimal cluster configuration}
       |                      ^
checkRd: (
...[truncated]...
c} \code{matrix} (\code{nc.max} - \code{nc.min} + 1) x (length(\code{probs})) of quantiles of means}
       |                            ^
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   117 |             \item sd.quant {\code{numeric} \code{matrix} (\code{nc.max} - \code{nc.min} + 1) x (length(\code{probs})) of quantiles of standard deviations}
       |                            ^
checkRd: (-1) stabilization.diagnostic.Rd:31: Lost braces; missing escapes or markup?
    31 |                 Defaults to 2. (Normally 1 or 2. Degree 0 is also allowed, but see the "Note" in loess {stats} package.)}
       |                                                                                                        ^
checkRd: (-1) stabilization.diagnostic.Rd:32: Lost braces; missing escapes or markup?
    32 |   \item{family}{Family distribution in {"gaussian", "symmetric"} of the \code{loess()} function (R package \pkg{stats}), used for local fitting .
       |                                        ^

NOTE r-oldrel-macos-arm64

Rd files

checkRd: (-1) cluster.diagnostic.Rd:35: Lost braces; missing escapes or markup?
    35 |                 Defaults to 2. (Normally 1 or 2. Degree 0 is also allowed, but see the "Note" in loess {stats} package.)}
       |                                                                                                        ^
checkRd: (-1) cluster.diagnostic.Rd:36: Lost braces; missing escapes or markup?
    36 |   \item{family}{Family distribution in {"gaussian", "symmetric"} of the \code{loess()} function (R package \pkg{stats}), used for local fitting .
       |                                        ^
checkRd: (-1) mvr.Rd:108: Lost braces
   108 |             \item membership {\code{numeric} \code{vector} of cluster membership of each variable}
       |                              ^
checkRd: (-1) mvr.Rd:109: Lost braces
   109 |             \item nc {Positive \code{integer} scalar of number of clusters found in optimal cluster configuration}
       |                      ^
checkRd: (
...[truncated]...
c} \code{matrix} (\code{nc.max} - \code{nc.min} + 1) x (length(\code{probs})) of quantiles of means}
       |                            ^
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   117 |             \item sd.quant {\code{numeric} \code{matrix} (\code{nc.max} - \code{nc.min} + 1) x (length(\code{probs})) of quantiles of standard deviations}
       |                            ^
checkRd: (-1) stabilization.diagnostic.Rd:31: Lost braces; missing escapes or markup?
    31 |                 Defaults to 2. (Normally 1 or 2. Degree 0 is also allowed, but see the "Note" in loess {stats} package.)}
       |                                                                                                        ^
checkRd: (-1) stabilization.diagnostic.Rd:32: Lost braces; missing escapes or markup?
    32 |   \item{family}{Family distribution in {"gaussian", "symmetric"} of the \code{loess()} function (R package \pkg{stats}), used for local fitting .
       |                                        ^

NOTE r-oldrel-macos-x86_64

Rd files

checkRd: (-1) cluster.diagnostic.Rd:35: Lost braces; missing escapes or markup?
    35 |                 Defaults to 2. (Normally 1 or 2. Degree 0 is also allowed, but see the "Note" in loess {stats} package.)}
       |                                                                                                        ^
checkRd: (-1) cluster.diagnostic.Rd:36: Lost braces; missing escapes or markup?
    36 |   \item{family}{Family distribution in {"gaussian", "symmetric"} of the \code{loess()} function (R package \pkg{stats}), used for local fitting .
       |                                        ^
checkRd: (-1) mvr.Rd:108: Lost braces
   108 |             \item membership {\code{numeric} \code{vector} of cluster membership of each variable}
       |                              ^
checkRd: (-1) mvr.Rd:109: Lost braces
   109 |             \item nc {Positive \code{integer} scalar of number of clusters found in optimal cluster configuration}
       |                      ^
checkRd: (
...[truncated]...
c} \code{matrix} (\code{nc.max} - \code{nc.min} + 1) x (length(\code{probs})) of quantiles of means}
       |                            ^
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   117 |             \item sd.quant {\code{numeric} \code{matrix} (\code{nc.max} - \code{nc.min} + 1) x (length(\code{probs})) of quantiles of standard deviations}
       |                            ^
checkRd: (-1) stabilization.diagnostic.Rd:31: Lost braces; missing escapes or markup?
    31 |                 Defaults to 2. (Normally 1 or 2. Degree 0 is also allowed, but see the "Note" in loess {stats} package.)}
       |                                                                                                        ^
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    32 |   \item{family}{Family distribution in {"gaussian", "symmetric"} of the \code{loess()} function (R package \pkg{stats}), used for local fitting .
       |                                        ^

NOTE r-oldrel-windows-x86_64

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    35 |                 Defaults to 2. (Normally 1 or 2. Degree 0 is also allowed, but see the "Note" in loess {stats} package.)}
       |                                                                                                        ^
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    36 |   \item{family}{Family distribution in {"gaussian", "symmetric"} of the \code{loess()} function (R package \pkg{stats}), used for local fitting .
       |                                        ^
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   108 |             \item membership {\code{numeric} \code{vector} of cluster membership of each variable}
       |                              ^
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   109 |             \item nc {Positive \code{integer} scalar of number of clusters found in optimal cluster configuration}
       |                      ^
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...[truncated]...
c} \code{matrix} (\code{nc.max} - \code{nc.min} + 1) x (length(\code{probs})) of quantiles of means}
       |                            ^
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   117 |             \item sd.quant {\code{numeric} \code{matrix} (\code{nc.max} - \code{nc.min} + 1) x (length(\code{probs})) of quantiles of standard deviations}
       |                            ^
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    31 |                 Defaults to 2. (Normally 1 or 2. Degree 0 is also allowed, but see the "Note" in loess {stats} package.)}
       |                                                                                                        ^
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    32 |   \item{family}{Family distribution in {"gaussian", "symmetric"} of the \code{loess()} function (R package \pkg{stats}), used for local fitting .
       |                                        ^

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    35 |                 Defaults to 2. (Normally 1 or 2. Degree 0 is also allowed, but see the "Note" in loess {stats} package.)}
       |                                                                                                        ^
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    36 |   \item{family}{Family distribution in {"gaussian", "symmetric"} of the \code{loess()} function (R package \pkg{stats}), used for local fitting .
       |                                        ^
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   108 |             \item membership {\code{numeric} \code{vector} of cluster membership of each variable}
       |                              ^
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   109 |             \item nc {Positive \code{integer} scalar of number of clusters found in optimal cluster configuration}
       |                      ^
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...[truncated]...
c} \code{matrix} (\code{nc.max} - \code{nc.min} + 1) x (length(\code{probs})) of quantiles of means}
       |                            ^
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   117 |             \item sd.quant {\code{numeric} \code{matrix} (\code{nc.max} - \code{nc.min} + 1) x (length(\code{probs})) of quantiles of standard deviations}
       |                            ^
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    31 |                 Defaults to 2. (Normally 1 or 2. Degree 0 is also allowed, but see the "Note" in loess {stats} package.)}
       |                                                                                                        ^
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    32 |   \item{family}{Family distribution in {"gaussian", "symmetric"} of the \code{loess()} function (R package \pkg{stats}), used for local fitting .
       |                                        ^

NOTE r-release-linux-x86_64

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checkRd: (-1) cluster.diagnostic.Rd:35: Lost braces; missing escapes or markup?
    35 |                 Defaults to 2. (Normally 1 or 2. Degree 0 is also allowed, but see the "Note" in loess {stats} package.)}
       |                                                                                                        ^
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    36 |   \item{family}{Family distribution in {"gaussian", "symmetric"} of the \code{loess()} function (R package \pkg{stats}), used for local fitting .
       |                                        ^
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   108 |             \item membership {\code{numeric} \code{vector} of cluster membership of each variable}
       |                              ^
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   109 |             \item nc {Positive \code{integer} scalar of number of clusters found in optimal cluster configuration}
       |                      ^
checkRd: (
...[truncated]...
c} \code{matrix} (\code{nc.max} - \code{nc.min} + 1) x (length(\code{probs})) of quantiles of means}
       |                            ^
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   117 |             \item sd.quant {\code{numeric} \code{matrix} (\code{nc.max} - \code{nc.min} + 1) x (length(\code{probs})) of quantiles of standard deviations}
       |                            ^
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    31 |                 Defaults to 2. (Normally 1 or 2. Degree 0 is also allowed, but see the "Note" in loess {stats} package.)}
       |                                                                                                        ^
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    32 |   \item{family}{Family distribution in {"gaussian", "symmetric"} of the \code{loess()} function (R package \pkg{stats}), used for local fitting .
       |                                        ^

NOTE r-release-macos-arm64

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    35 |                 Defaults to 2. (Normally 1 or 2. Degree 0 is also allowed, but see the "Note" in loess {stats} package.)}
       |                                                                                                        ^
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    36 |   \item{family}{Family distribution in {"gaussian", "symmetric"} of the \code{loess()} function (R package \pkg{stats}), used for local fitting .
       |                                        ^
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   108 |             \item membership {\code{numeric} \code{vector} of cluster membership of each variable}
       |                              ^
checkRd: (-1) mvr.Rd:109: Lost braces
   109 |             \item nc {Positive \code{integer} scalar of number of clusters found in optimal cluster configuration}
       |                      ^
checkRd: (
...[truncated]...
c} \code{matrix} (\code{nc.max} - \code{nc.min} + 1) x (length(\code{probs})) of quantiles of means}
       |                            ^
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   117 |             \item sd.quant {\code{numeric} \code{matrix} (\code{nc.max} - \code{nc.min} + 1) x (length(\code{probs})) of quantiles of standard deviations}
       |                            ^
checkRd: (-1) stabilization.diagnostic.Rd:31: Lost braces; missing escapes or markup?
    31 |                 Defaults to 2. (Normally 1 or 2. Degree 0 is also allowed, but see the "Note" in loess {stats} package.)}
       |                                                                                                        ^
checkRd: (-1) stabilization.diagnostic.Rd:32: Lost braces; missing escapes or markup?
    32 |   \item{family}{Family distribution in {"gaussian", "symmetric"} of the \code{loess()} function (R package \pkg{stats}), used for local fitting .
       |                                        ^

NOTE r-release-macos-x86_64

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    35 |                 Defaults to 2. (Normally 1 or 2. Degree 0 is also allowed, but see the "Note" in loess {stats} package.)}
       |                                                                                                        ^
checkRd: (-1) cluster.diagnostic.Rd:36: Lost braces; missing escapes or markup?
    36 |   \item{family}{Family distribution in {"gaussian", "symmetric"} of the \code{loess()} function (R package \pkg{stats}), used for local fitting .
       |                                        ^
checkRd: (-1) mvr.Rd:108: Lost braces
   108 |             \item membership {\code{numeric} \code{vector} of cluster membership of each variable}
       |                              ^
checkRd: (-1) mvr.Rd:109: Lost braces
   109 |             \item nc {Positive \code{integer} scalar of number of clusters found in optimal cluster configuration}
       |                      ^
checkRd: (
...[truncated]...
c} \code{matrix} (\code{nc.max} - \code{nc.min} + 1) x (length(\code{probs})) of quantiles of means}
       |                            ^
checkRd: (-1) mvr.Rd:117: Lost braces
   117 |             \item sd.quant {\code{numeric} \code{matrix} (\code{nc.max} - \code{nc.min} + 1) x (length(\code{probs})) of quantiles of standard deviations}
       |                            ^
checkRd: (-1) stabilization.diagnostic.Rd:31: Lost braces; missing escapes or markup?
    31 |                 Defaults to 2. (Normally 1 or 2. Degree 0 is also allowed, but see the "Note" in loess {stats} package.)}
       |                                                                                                        ^
checkRd: (-1) stabilization.diagnostic.Rd:32: Lost braces; missing escapes or markup?
    32 |   \item{family}{Family distribution in {"gaussian", "symmetric"} of the \code{loess()} function (R package \pkg{stats}), used for local fitting .
       |                                        ^

NOTE r-release-windows-x86_64

Rd files

checkRd: (-1) cluster.diagnostic.Rd:35: Lost braces; missing escapes or markup?
    35 |                 Defaults to 2. (Normally 1 or 2. Degree 0 is also allowed, but see the "Note" in loess {stats} package.)}
       |                                                                                                        ^
checkRd: (-1) cluster.diagnostic.Rd:36: Lost braces; missing escapes or markup?
    36 |   \item{family}{Family distribution in {"gaussian", "symmetric"} of the \code{loess()} function (R package \pkg{stats}), used for local fitting .
       |                                        ^
checkRd: (-1) mvr.Rd:108: Lost braces
   108 |             \item membership {\code{numeric} \code{vector} of cluster membership of each variable}
       |                              ^
checkRd: (-1) mvr.Rd:109: Lost braces
   109 |             \item nc {Positive \code{integer} scalar of number of clusters found in optimal cluster configuration}
       |                      ^
checkRd: (
...[truncated]...
c} \code{matrix} (\code{nc.max} - \code{nc.min} + 1) x (length(\code{probs})) of quantiles of means}
       |                            ^
checkRd: (-1) mvr.Rd:117: Lost braces
   117 |             \item sd.quant {\code{numeric} \code{matrix} (\code{nc.max} - \code{nc.min} + 1) x (length(\code{probs})) of quantiles of standard deviations}
       |                            ^
checkRd: (-1) stabilization.diagnostic.Rd:31: Lost braces; missing escapes or markup?
    31 |                 Defaults to 2. (Normally 1 or 2. Degree 0 is also allowed, but see the "Note" in loess {stats} package.)}
       |                                                                                                        ^
checkRd: (-1) stabilization.diagnostic.Rd:32: Lost braces; missing escapes or markup?
    32 |   \item{family}{Family distribution in {"gaussian", "symmetric"} of the \code{loess()} function (R package \pkg{stats}), used for local fitting .
       |                                        ^

Check History

NOTE 0 OK · 14 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026

NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Jean-Eudes Dazard <jean-eudes.dazard@case.edu>’

Package CITATION file contains call(s) to old-style personList() or
as.personList().  Please use c() on person objects instead.
Package CITATION file contains call(s) to old-style citEntry().  Please
use bibentry() instead.

Found the following (possibly) invalid file URIs:
  URI: jean-eudes.dazard@case.edu
    From: README.md
  URI: huaxu77@gmail.com
    From: README.md
  URI: ahs4@case.edu
    From: README.md

NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Jean-Eudes Dazard <jean-eudes.dazard@case.edu>’

Package CITATION file contains call(s) to old-style personList() or
as.personList().  Please use c() on person objects instead.
Package CITATION file contains call(s) to old-style citEntry().  Please
use bibentry() instead.

Found the following (possibly) invalid file URIs:
  URI: jean-eudes.dazard@case.edu
    From: README.md
  URI: huaxu77@gmail.com
    From: README.md
  URI: ahs4@case.edu
    From: README.md

NOTE r-devel-linux-x86_64-fedora-clang

Rd files

checkRd: (-1) cluster.diagnostic.Rd:35: Lost braces; missing escapes or markup?
    35 |                 Defaults to 2. (Normally 1 or 2. Degree 0 is also allowed, but see the "Note" in loess {stats} package.)}
       |                               
...[truncated]...
d:32: Lost braces; missing escapes or markup?
    32 |   \item{family}{Family distribution in {"gaussian", "symmetric"} of the \code{loess()} function (R package \pkg{stats}), used for local fitting .
       |                                        ^

NOTE r-devel-linux-x86_64-fedora-gcc

Rd files

checkRd: (-1) cluster.diagnostic.Rd:35: Lost braces; missing escapes or markup?
    35 |                 Defaults to 2. (Normally 1 or 2. Degree 0 is also allowed, but see the "Note" in loess {stats} package.)}
       |                               
...[truncated]...
d:32: Lost braces; missing escapes or markup?
    32 |   \item{family}{Family distribution in {"gaussian", "symmetric"} of the \code{loess()} function (R package \pkg{stats}), used for local fitting .
       |                                        ^

NOTE r-devel-macos-arm64

Rd files

checkRd: (-1) cluster.diagnostic.Rd:35: Lost braces; missing escapes or markup?
    35 |                 Defaults to 2. (Normally 1 or 2. Degree 0 is also allowed, but see the "Note" in loess {stats} package.)}
       |                               
...[truncated]...
d:32: Lost braces; missing escapes or markup?
    32 |   \item{family}{Family distribution in {"gaussian", "symmetric"} of the \code{loess()} function (R package \pkg{stats}), used for local fitting .
       |                                        ^

NOTE r-devel-windows-x86_64

Rd files

checkRd: (-1) cluster.diagnostic.Rd:35: Lost braces; missing escapes or markup?
    35 |                 Defaults to 2. (Normally 1 or 2. Degree 0 is also allowed, but see the "Note" in loess {stats} package.)}
       |                               
...[truncated]...
d:32: Lost braces; missing escapes or markup?
    32 |   \item{family}{Family distribution in {"gaussian", "symmetric"} of the \code{loess()} function (R package \pkg{stats}), used for local fitting .
       |                                        ^

NOTE r-patched-linux-x86_64

Rd files

checkRd: (-1) cluster.diagnostic.Rd:35: Lost braces; missing escapes or markup?
    35 |                 Defaults to 2. (Normally 1 or 2. Degree 0 is also allowed, but see the "Note" in loess {stats} package.)}
       |                               
...[truncated]...
d:32: Lost braces; missing escapes or markup?
    32 |   \item{family}{Family distribution in {"gaussian", "symmetric"} of the \code{loess()} function (R package \pkg{stats}), used for local fitting .
       |                                        ^

NOTE r-release-linux-x86_64

Rd files

checkRd: (-1) cluster.diagnostic.Rd:35: Lost braces; missing escapes or markup?
    35 |                 Defaults to 2. (Normally 1 or 2. Degree 0 is also allowed, but see the "Note" in loess {stats} package.)}
       |                               
...[truncated]...
d:32: Lost braces; missing escapes or markup?
    32 |   \item{family}{Family distribution in {"gaussian", "symmetric"} of the \code{loess()} function (R package \pkg{stats}), used for local fitting .
       |                                        ^

NOTE r-release-macos-arm64

Rd files

checkRd: (-1) cluster.diagnostic.Rd:35: Lost braces; missing escapes or markup?
    35 |                 Defaults to 2. (Normally 1 or 2. Degree 0 is also allowed, but see the "Note" in loess {stats} package.)}
       |                               
...[truncated]...
d:32: Lost braces; missing escapes or markup?
    32 |   \item{family}{Family distribution in {"gaussian", "symmetric"} of the \code{loess()} function (R package \pkg{stats}), used for local fitting .
       |                                        ^

NOTE r-release-macos-x86_64

Rd files

checkRd: (-1) cluster.diagnostic.Rd:35: Lost braces; missing escapes or markup?
    35 |                 Defaults to 2. (Normally 1 or 2. Degree 0 is also allowed, but see the "Note" in loess {stats} package.)}
       |                               
...[truncated]...
d:32: Lost braces; missing escapes or markup?
    32 |   \item{family}{Family distribution in {"gaussian", "symmetric"} of the \code{loess()} function (R package \pkg{stats}), used for local fitting .
       |                                        ^

NOTE r-release-windows-x86_64

Rd files

checkRd: (-1) cluster.diagnostic.Rd:35: Lost braces; missing escapes or markup?
    35 |                 Defaults to 2. (Normally 1 or 2. Degree 0 is also allowed, but see the "Note" in loess {stats} package.)}
       |                               
...[truncated]...
d:32: Lost braces; missing escapes or markup?
    32 |   \item{family}{Family distribution in {"gaussian", "symmetric"} of the \code{loess()} function (R package \pkg{stats}), used for local fitting .
       |                                        ^

NOTE r-oldrel-macos-arm64

Rd files

checkRd: (-1) cluster.diagnostic.Rd:35: Lost braces; missing escapes or markup?
    35 |                 Defaults to 2. (Normally 1 or 2. Degree 0 is also allowed, but see the "Note" in loess {stats} package.)}
       |                               
...[truncated]...
d:32: Lost braces; missing escapes or markup?
    32 |   \item{family}{Family distribution in {"gaussian", "symmetric"} of the \code{loess()} function (R package \pkg{stats}), used for local fitting .
       |                                        ^

NOTE r-oldrel-macos-x86_64

Rd files

checkRd: (-1) cluster.diagnostic.Rd:35: Lost braces; missing escapes or markup?
    35 |                 Defaults to 2. (Normally 1 or 2. Degree 0 is also allowed, but see the "Note" in loess {stats} package.)}
       |                               
...[truncated]...
d:32: Lost braces; missing escapes or markup?
    32 |   \item{family}{Family distribution in {"gaussian", "symmetric"} of the \code{loess()} function (R package \pkg{stats}), used for local fitting .
       |                                        ^

NOTE r-oldrel-windows-x86_64

Rd files

checkRd: (-1) cluster.diagnostic.Rd:35: Lost braces; missing escapes or markup?
    35 |                 Defaults to 2. (Normally 1 or 2. Degree 0 is also allowed, but see the "Note" in loess {stats} package.)}
       |                               
...[truncated]...
d:32: Lost braces; missing escapes or markup?
    32 |   \item{family}{Family distribution in {"gaussian", "symmetric"} of the \code{loess()} function (R package \pkg{stats}), used for local fitting .
       |                                        ^

Dependency Network

Version History

new 1.33.0 Mar 10, 2026

updated 1.33.0 ← 1.32.1 diff Sep 9, 2018

updated 1.32.1 ← 1.32.0 diff Apr 16, 2018

updated 1.32.0 ← 1.31.0 diff May 28, 2017

updated 1.31.0 ← 1.30.3 diff Oct 25, 2016

updated 1.30.3 ← 1.30.2 diff Jan 27, 2016

updated 1.30.2 ← 1.30.1 diff Jul 10, 2015

updated 1.30.1 ← 1.20.0 diff Jun 18, 2015

updated 1.20.0 ← 1.10.0 diff Nov 12, 2013

updated 1.10.0 ← 1.00.0 diff Dec 14, 2011

new 1.00.0 Jul 25, 2011