VariableScreening

High-Dimensional Screening for Semiparametric Longitudinal Regression

v0.2.1 · Jun 23, 2022 · GPL (>= 2)

Description

Implements variable screening techniques for ultra-high dimensional regression settings. Techniques for independent (iid) data, varying-coefficient models, and longitudinal data are implemented. The package currently contains three screen functions: screenIID(), screenLD() and screenVCM(), and six methods for simulating dataset: simulateDCSIS(), simulateLD, simulateMVSIS(), simulateMVSISNY(), simulateSIRS() and simulateVCM(). The package is based on the work of Li-Ping ZHU, Lexin LI, Runze LI, and Li-Xing ZHU (2011) <DOI:10.1198/jasa.2011.tm10563>, Runze LI, Wei ZHONG, & Liping ZHU (2012) <DOI:10.1080/01621459.2012.695654>, Jingyuan LIU, Runze LI, & Rongling WU (2014) <DOI:10.1080/01621459.2013.850086> Hengjian CUI, Runze LI, & Wei ZHONG (2015) <DOI:10.1080/01621459.2014.920256>, and Wanghuan CHU, Runze LI and Matthew REIMHERR (2016) <DOI:10.1214/16-AOAS912>.

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CRAN Check Status

14 NOTE

Show all 14 flavors

Flavor	Status	Time
r-devel-linux-x86_64-debian-clang	NOTE	77.8s
r-devel-linux-x86_64-debian-gcc	NOTE	56.4s
r-devel-linux-x86_64-fedora-clang	NOTE	120.6s
r-devel-linux-x86_64-fedora-gcc	NOTE	115.5s
r-devel-macos-arm64	NOTE	23s
r-devel-windows-x86_64	NOTE	98s
r-oldrel-macos-arm64	NOTE
r-oldrel-macos-x86_64	NOTE	55s
r-oldrel-windows-x86_64	NOTE	113s
r-patched-linux-x86_64	NOTE	73.8s
r-release-linux-x86_64	NOTE	72s
r-release-macos-arm64	NOTE
r-release-macos-x86_64	NOTE	76s
r-release-windows-x86_64	NOTE	88s

Check details (14 non-OK)

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

Rd files

checkRd: (-1) simulateDCSIS.Rd:40: Lost braces
    40 |        Y = 6*X1 + 1.5*X2  + 9*1{X12 < 0} + exp(2*X22)*e
       |                                ^
checkRd: (-1) simulateDCSIS.Rd:42: Lost braces
    42 |        Y = 6*X1 + 1.5*X2  + 9*1{X12 < 0} + 6*X22 + e
       |                                ^

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

Rd files

checkRd: (-1) simulateDCSIS.Rd:40: Lost braces
    40 |        Y = 6*X1 + 1.5*X2  + 9*1{X12 < 0} + exp(2*X22)*e
       |                                ^
checkRd: (-1) simulateDCSIS.Rd:42: Lost braces
    42 |        Y = 6*X1 + 1.5*X2  + 9*1{X12 < 0} + 6*X22 + e
       |                                ^

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

Rd files

checkRd: (-1) simulateDCSIS.Rd:40: Lost braces
    40 |        Y = 6*X1 + 1.5*X2  + 9*1{X12 < 0} + exp(2*X22)*e
       |                                ^
checkRd: (-1) simulateDCSIS.Rd:42: Lost braces
    42 |        Y = 6*X1 + 1.5*X2  + 9*1{X12 < 0} + 6*X22 + e
       |                                ^

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

Rd files

checkRd: (-1) simulateDCSIS.Rd:40: Lost braces
    40 |        Y = 6*X1 + 1.5*X2  + 9*1{X12 < 0} + exp(2*X22)*e
       |                                ^
checkRd: (-1) simulateDCSIS.Rd:42: Lost braces
    42 |        Y = 6*X1 + 1.5*X2  + 9*1{X12 < 0} + 6*X22 + e
       |                                ^

NOTE r-devel-macos-arm64

Rd files

checkRd: (-1) simulateDCSIS.Rd:40: Lost braces
    40 |        Y = 6*X1 + 1.5*X2  + 9*1{X12 < 0} + exp(2*X22)*e
       |                                ^
checkRd: (-1) simulateDCSIS.Rd:42: Lost braces
    42 |        Y = 6*X1 + 1.5*X2  + 9*1{X12 < 0} + 6*X22 + e
       |                                ^

NOTE r-devel-windows-x86_64

Rd files

checkRd: (-1) simulateDCSIS.Rd:40: Lost braces
    40 |        Y = 6*X1 + 1.5*X2  + 9*1{X12 < 0} + exp(2*X22)*e
       |                                ^
checkRd: (-1) simulateDCSIS.Rd:42: Lost braces
    42 |        Y = 6*X1 + 1.5*X2  + 9*1{X12 < 0} + 6*X22 + e
       |                                ^

NOTE r-oldrel-macos-arm64

Rd files

checkRd: (-1) simulateDCSIS.Rd:40: Lost braces
    40 |        Y = 6*X1 + 1.5*X2  + 9*1{X12 < 0} + exp(2*X22)*e
       |                                ^
checkRd: (-1) simulateDCSIS.Rd:42: Lost braces
    42 |        Y = 6*X1 + 1.5*X2  + 9*1{X12 < 0} + 6*X22 + e
       |                                ^

NOTE r-oldrel-macos-x86_64

Rd files

checkRd: (-1) simulateDCSIS.Rd:40: Lost braces
    40 |        Y = 6*X1 + 1.5*X2  + 9*1{X12 < 0} + exp(2*X22)*e
       |                                ^
checkRd: (-1) simulateDCSIS.Rd:42: Lost braces
    42 |        Y = 6*X1 + 1.5*X2  + 9*1{X12 < 0} + 6*X22 + e
       |                                ^

NOTE r-oldrel-windows-x86_64

Rd files

checkRd: (-1) simulateDCSIS.Rd:40: Lost braces
    40 |        Y = 6*X1 + 1.5*X2  + 9*1{X12 < 0} + exp(2*X22)*e
       |                                ^
checkRd: (-1) simulateDCSIS.Rd:42: Lost braces
    42 |        Y = 6*X1 + 1.5*X2  + 9*1{X12 < 0} + 6*X22 + e
       |                                ^

NOTE r-patched-linux-x86_64

Rd files

checkRd: (-1) simulateDCSIS.Rd:40: Lost braces
    40 |        Y = 6*X1 + 1.5*X2  + 9*1{X12 < 0} + exp(2*X22)*e
       |                                ^
checkRd: (-1) simulateDCSIS.Rd:42: Lost braces
    42 |        Y = 6*X1 + 1.5*X2  + 9*1{X12 < 0} + 6*X22 + e
       |                                ^

NOTE r-release-linux-x86_64

Rd files

checkRd: (-1) simulateDCSIS.Rd:40: Lost braces
    40 |        Y = 6*X1 + 1.5*X2  + 9*1{X12 < 0} + exp(2*X22)*e
       |                                ^
checkRd: (-1) simulateDCSIS.Rd:42: Lost braces
    42 |        Y = 6*X1 + 1.5*X2  + 9*1{X12 < 0} + 6*X22 + e
       |                                ^

NOTE r-release-macos-arm64

Rd files

checkRd: (-1) simulateDCSIS.Rd:40: Lost braces
    40 |        Y = 6*X1 + 1.5*X2  + 9*1{X12 < 0} + exp(2*X22)*e
       |                                ^
checkRd: (-1) simulateDCSIS.Rd:42: Lost braces
    42 |        Y = 6*X1 + 1.5*X2  + 9*1{X12 < 0} + 6*X22 + e
       |                                ^

NOTE r-release-macos-x86_64

Rd files

checkRd: (-1) simulateDCSIS.Rd:40: Lost braces
    40 |        Y = 6*X1 + 1.5*X2  + 9*1{X12 < 0} + exp(2*X22)*e
       |                                ^
checkRd: (-1) simulateDCSIS.Rd:42: Lost braces
    42 |        Y = 6*X1 + 1.5*X2  + 9*1{X12 < 0} + 6*X22 + e
       |                                ^

NOTE r-release-windows-x86_64

Rd files

checkRd: (-1) simulateDCSIS.Rd:40: Lost braces
    40 |        Y = 6*X1 + 1.5*X2  + 9*1{X12 < 0} + exp(2*X22)*e
       |                                ^
checkRd: (-1) simulateDCSIS.Rd:42: Lost braces
    42 |        Y = 6*X1 + 1.5*X2  + 9*1{X12 < 0} + 6*X22 + e
       |                                ^

Check History

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

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

Rd files

checkRd: (-1) simulateDCSIS.Rd:40: Lost braces
    40 |        Y = 6*X1 + 1.5*X2  + 9*1{X12 < 0} + exp(2*X22)*e
       |                                ^
checkRd: (-1) simulateDCSIS.Rd:42: Lost braces
    42 |        Y = 6*X1 + 1.5*X2  + 9*1{X12 < 0} + 6*X22 + e
       |                                ^

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

Rd files

checkRd: (-1) simulateDCSIS.Rd:40: Lost braces
    40 |        Y = 6*X1 + 1.5*X2  + 9*1{X12 < 0} + exp(2*X22)*e
       |                                ^
checkRd: (-1) simulateDCSIS.Rd:42: Lost braces
    42 |        Y = 6*X1 + 1.5*X2  + 9*1{X12 < 0} + 6*X22 + e
       |                                ^

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

Rd files

checkRd: (-1) simulateDCSIS.Rd:40: Lost braces
    40 |        Y = 6*X1 + 1.5*X2  + 9*1{X12 < 0} + exp(2*X22)*e
       |                                ^
checkRd: (-1) simulateDCSIS.Rd:42: Lost braces
    42 |        Y = 6*X1 + 1.5*X2  + 9*1{X12 < 0} + 6*X22 + e
       |                                ^

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

Rd files

checkRd: (-1) simulateDCSIS.Rd:40: Lost braces
    40 |        Y = 6*X1 + 1.5*X2  + 9*1{X12 < 0} + exp(2*X22)*e
       |                                ^
checkRd: (-1) simulateDCSIS.Rd:42: Lost braces
    42 |        Y = 6*X1 + 1.5*X2  + 9*1{X12 < 0} + 6*X22 + e
       |                                ^

NOTE r-devel-macos-arm64

Rd files

checkRd: (-1) simulateDCSIS.Rd:40: Lost braces
    40 |        Y = 6*X1 + 1.5*X2  + 9*1{X12 < 0} + exp(2*X22)*e
       |                                ^
checkRd: (-1) simulateDCSIS.Rd:42: Lost braces
    42 |        Y = 6*X1 + 1.5*X2  + 9*1{X12 < 0} + 6*X22 + e
       |                                ^

NOTE r-devel-windows-x86_64

Rd files

checkRd: (-1) simulateDCSIS.Rd:40: Lost braces
    40 |        Y = 6*X1 + 1.5*X2  + 9*1{X12 < 0} + exp(2*X22)*e
       |                                ^
checkRd: (-1) simulateDCSIS.Rd:42: Lost braces
    42 |        Y = 6*X1 + 1.5*X2  + 9*1{X12 < 0} + 6*X22 + e
       |                                ^

NOTE r-patched-linux-x86_64

Rd files

checkRd: (-1) simulateDCSIS.Rd:40: Lost braces
    40 |        Y = 6*X1 + 1.5*X2  + 9*1{X12 < 0} + exp(2*X22)*e
       |                                ^
checkRd: (-1) simulateDCSIS.Rd:42: Lost braces
    42 |        Y = 6*X1 + 1.5*X2  + 9*1{X12 < 0} + 6*X22 + e
       |                                ^

NOTE r-release-linux-x86_64

Rd files

checkRd: (-1) simulateDCSIS.Rd:40: Lost braces
    40 |        Y = 6*X1 + 1.5*X2  + 9*1{X12 < 0} + exp(2*X22)*e
       |                                ^
checkRd: (-1) simulateDCSIS.Rd:42: Lost braces
    42 |        Y = 6*X1 + 1.5*X2  + 9*1{X12 < 0} + 6*X22 + e
       |                                ^

NOTE r-release-macos-arm64

Rd files

checkRd: (-1) simulateDCSIS.Rd:40: Lost braces
    40 |        Y = 6*X1 + 1.5*X2  + 9*1{X12 < 0} + exp(2*X22)*e
       |                                ^
checkRd: (-1) simulateDCSIS.Rd:42: Lost braces
    42 |        Y = 6*X1 + 1.5*X2  + 9*1{X12 < 0} + 6*X22 + e
       |                                ^

NOTE r-release-macos-x86_64

Rd files

checkRd: (-1) simulateDCSIS.Rd:40: Lost braces
    40 |        Y = 6*X1 + 1.5*X2  + 9*1{X12 < 0} + exp(2*X22)*e
       |                                ^
checkRd: (-1) simulateDCSIS.Rd:42: Lost braces
    42 |        Y = 6*X1 + 1.5*X2  + 9*1{X12 < 0} + 6*X22 + e
       |                                ^

NOTE r-release-windows-x86_64

Rd files

checkRd: (-1) simulateDCSIS.Rd:40: Lost braces
    40 |        Y = 6*X1 + 1.5*X2  + 9*1{X12 < 0} + exp(2*X22)*e
       |                                ^
checkRd: (-1) simulateDCSIS.Rd:42: Lost braces
    42 |        Y = 6*X1 + 1.5*X2  + 9*1{X12 < 0} + 6*X22 + e
       |                                ^

NOTE r-oldrel-macos-arm64

Rd files

checkRd: (-1) simulateDCSIS.Rd:40: Lost braces
    40 |        Y = 6*X1 + 1.5*X2  + 9*1{X12 < 0} + exp(2*X22)*e
       |                                ^
checkRd: (-1) simulateDCSIS.Rd:42: Lost braces
    42 |        Y = 6*X1 + 1.5*X2  + 9*1{X12 < 0} + 6*X22 + e
       |                                ^

NOTE r-oldrel-macos-x86_64

Rd files

checkRd: (-1) simulateDCSIS.Rd:40: Lost braces
    40 |        Y = 6*X1 + 1.5*X2  + 9*1{X12 < 0} + exp(2*X22)*e
       |                                ^
checkRd: (-1) simulateDCSIS.Rd:42: Lost braces
    42 |        Y = 6*X1 + 1.5*X2  + 9*1{X12 < 0} + 6*X22 + e
       |                                ^

NOTE r-oldrel-windows-x86_64

Rd files

checkRd: (-1) simulateDCSIS.Rd:40: Lost braces
    40 |        Y = 6*X1 + 1.5*X2  + 9*1{X12 < 0} + exp(2*X22)*e
       |                                ^
checkRd: (-1) simulateDCSIS.Rd:42: Lost braces
    42 |        Y = 6*X1 + 1.5*X2  + 9*1{X12 < 0} + 6*X22 + e
       |                                ^

Reverse Dependencies (3)

imports

AVGAS hySAINT

suggests

spareg

Dependency Network

Version History

new 0.2.1 Mar 10, 2026

updated 0.2.1 ← 0.2.0 diff Jun 23, 2022

updated 0.2.0 ← 0.1.1 diff Aug 8, 2018

updated 0.1.1 ← 0.1.0 diff Jul 27, 2016

new 0.1.0 Jul 18, 2016