Skip to content

clr

Curve Linear Regression via Dimension Reduction

v0.1.2 · Jul 29, 2019 · LGPL (>= 2.0)

Description

A new methodology for linear regression with both curve response and curve regressors, which is described in Cho, Goude, Brossat and Yao (2013) <doi:10.1080/01621459.2012.722900> and (2015) <doi:10.1007/978-3-319-18732-7_3>. The key idea behind this methodology is dimension reduction based on a singular value decomposition in a Hilbert space, which reduces the curve regression problem to several scalar linear regression problems.

Downloads

254

Last 30 days

17368th

699

Last 90 days

2.6K

Last year

Trend: +7.2% (30d vs prior 30d)

CRAN Check Status

14 NOTE
Show all 14 flavors
Flavor Status
r-devel-linux-x86_64-debian-clang NOTE
r-devel-linux-x86_64-debian-gcc NOTE
r-devel-linux-x86_64-fedora-clang NOTE
r-devel-linux-x86_64-fedora-gcc NOTE
r-devel-macos-arm64 NOTE
r-devel-windows-x86_64 NOTE
r-oldrel-macos-arm64 NOTE
r-oldrel-macos-x86_64 NOTE
r-oldrel-windows-x86_64 NOTE
r-patched-linux-x86_64 NOTE
r-release-linux-x86_64 NOTE
r-release-macos-arm64 NOTE
r-release-macos-x86_64 NOTE
r-release-windows-x86_64 NOTE
Check details (16 non-OK)
NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Amandine Pierrot <amandine.m.pierrot@gmail.com>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = c("Amandine", "Pierrot", "with", "contributions", "and/or", "help", "from", "Qiwei"),
                      family = "Yao",
                      role = "aut"),
               person(given = "Haeran",
                      family = "Cho",
                      role = "aut"),
               person(given = "Yannig",
                      family = "Goude",
                      role = "aut"),
               person(given = "Tony",
                      family = "Aldon.",
                      role = "aut"),
               person(given = "Amandine",
                      family = "Pierrot",
                      role = "cre",
                      email = "amandine.m.pierrot@gmail.com"))
as necessary.
NOTE r-devel-linux-x86_64-debian-clang

Rd files

checkRd: (-1) clr.Rd:24: Lost braces
    24 | the sense that its Karhunen-Lo\`{e}ve decomposition has qx terms only.}
       |                                 ^
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Amandine Pierrot <amandine.m.pierrot@gmail.com>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = c("Amandine", "Pierrot", "with", "contributions", "and/or", "help", "from", "Qiwei"),
                      family = "Yao",
                      role = "aut"),
               person(given = "Haeran",
                      family = "Cho",
                      role = "aut"),
               person(given = "Yannig",
                      family = "Goude",
                      role = "aut"),
               person(given = "Tony",
                      family = "Aldon.",
                      role = "aut"),
               person(given = "Amandine",
                      family = "Pierrot",
                      role = "cre",
                      email = "amandine.m.pierrot@gmail.com"))
as necessary.
NOTE r-devel-linux-x86_64-debian-gcc

Rd files

checkRd: (-1) clr.Rd:24: Lost braces
    24 | the sense that its Karhunen-Lo\`{e}ve decomposition has qx terms only.}
       |                                 ^
NOTE r-devel-linux-x86_64-fedora-clang

Rd files

checkRd: (-1) clr.Rd:24: Lost braces
    24 | the sense that its Karhunen-Lo\`{e}ve decomposition has qx terms only.}
       |                                 ^
NOTE r-devel-linux-x86_64-fedora-gcc

Rd files

checkRd: (-1) clr.Rd:24: Lost braces
    24 | the sense that its Karhunen-Lo\`{e}ve decomposition has qx terms only.}
       |                                 ^
NOTE r-devel-macos-arm64

Rd files

checkRd: (-1) clr.Rd:24: Lost braces
    24 | the sense that its Karhunen-Lo\`{e}ve decomposition has qx terms only.}
       |                                 ^
NOTE r-devel-windows-x86_64

Rd files

checkRd: (-1) clr.Rd:24: Lost braces
    24 | the sense that its Karhunen-Lo\`{e}ve decomposition has qx terms only.}
       |                                 ^
NOTE r-oldrel-macos-arm64

Rd files

checkRd: (-1) clr.Rd:24: Lost braces
    24 | the sense that its Karhunen-Lo\`{e}ve decomposition has qx terms only.}
       |                                 ^
NOTE r-oldrel-macos-x86_64

Rd files

checkRd: (-1) clr.Rd:24: Lost braces
    24 | the sense that its Karhunen-Lo\`{e}ve decomposition has qx terms only.}
       |                                 ^
NOTE r-oldrel-windows-x86_64

Rd files

checkRd: (-1) clr.Rd:24: Lost braces
    24 | the sense that its Karhunen-Lo\`{e}ve decomposition has qx terms only.}
       |                                 ^
NOTE r-patched-linux-x86_64

Rd files

checkRd: (-1) clr.Rd:24: Lost braces
    24 | the sense that its Karhunen-Lo\`{e}ve decomposition has qx terms only.}
       |                                 ^
NOTE r-release-linux-x86_64

Rd files

checkRd: (-1) clr.Rd:24: Lost braces
    24 | the sense that its Karhunen-Lo\`{e}ve decomposition has qx terms only.}
       |                                 ^
NOTE r-release-macos-arm64

Rd files

checkRd: (-1) clr.Rd:24: Lost braces
    24 | the sense that its Karhunen-Lo\`{e}ve decomposition has qx terms only.}
       |                                 ^
NOTE r-release-macos-x86_64

Rd files

checkRd: (-1) clr.Rd:24: Lost braces
    24 | the sense that its Karhunen-Lo\`{e}ve decomposition has qx terms only.}
       |                                 ^
NOTE r-release-windows-x86_64

Rd files

checkRd: (-1) clr.Rd:24: Lost braces
    24 | the sense that its Karhunen-Lo\`{e}ve decomposition has qx terms only.}
       |                                 ^

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: ‘Amandine Pierrot <amandine.m.pierrot@gmail.com>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = c("Amandine", "Pierrot", "with", "contributions", "and/or", "help", "from", "Qiwei"),
          
...[truncated]...
mily = "Aldon.",
                      role = "aut"),
               person(given = "Amandine",
                      family = "Pierrot",
                      role = "cre",
                      email = "amandine.m.pierrot@gmail.com"))
as necessary.
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Amandine Pierrot <amandine.m.pierrot@gmail.com>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = c("Amandine", "Pierrot", "with", "contributions", "and/or", "help", "from", "Qiwei"),
          
...[truncated]...
mily = "Aldon.",
                      role = "aut"),
               person(given = "Amandine",
                      family = "Pierrot",
                      role = "cre",
                      email = "amandine.m.pierrot@gmail.com"))
as necessary.
NOTE r-devel-linux-x86_64-fedora-clang

Rd files

checkRd: (-1) clr.Rd:24: Lost braces
    24 | the sense that its Karhunen-Lo\`{e}ve decomposition has qx terms only.}
       |                                 ^
NOTE r-devel-linux-x86_64-fedora-gcc

Rd files

checkRd: (-1) clr.Rd:24: Lost braces
    24 | the sense that its Karhunen-Lo\`{e}ve decomposition has qx terms only.}
       |                                 ^
NOTE r-devel-macos-arm64

Rd files

checkRd: (-1) clr.Rd:24: Lost braces
    24 | the sense that its Karhunen-Lo\`{e}ve decomposition has qx terms only.}
       |                                 ^
NOTE r-devel-windows-x86_64

Rd files

checkRd: (-1) clr.Rd:24: Lost braces
    24 | the sense that its Karhunen-Lo\`{e}ve decomposition has qx terms only.}
       |                                 ^
NOTE r-patched-linux-x86_64

Rd files

checkRd: (-1) clr.Rd:24: Lost braces
    24 | the sense that its Karhunen-Lo\`{e}ve decomposition has qx terms only.}
       |                                 ^
NOTE r-release-linux-x86_64

Rd files

checkRd: (-1) clr.Rd:24: Lost braces
    24 | the sense that its Karhunen-Lo\`{e}ve decomposition has qx terms only.}
       |                                 ^
NOTE r-release-macos-arm64

Rd files

checkRd: (-1) clr.Rd:24: Lost braces
    24 | the sense that its Karhunen-Lo\`{e}ve decomposition has qx terms only.}
       |                                 ^
NOTE r-release-macos-x86_64

Rd files

checkRd: (-1) clr.Rd:24: Lost braces
    24 | the sense that its Karhunen-Lo\`{e}ve decomposition has qx terms only.}
       |                                 ^
NOTE r-release-windows-x86_64

Rd files

checkRd: (-1) clr.Rd:24: Lost braces
    24 | the sense that its Karhunen-Lo\`{e}ve decomposition has qx terms only.}
       |                                 ^
NOTE r-oldrel-macos-arm64

Rd files

checkRd: (-1) clr.Rd:24: Lost braces
    24 | the sense that its Karhunen-Lo\`{e}ve decomposition has qx terms only.}
       |                                 ^
NOTE r-oldrel-macos-x86_64

Rd files

checkRd: (-1) clr.Rd:24: Lost braces
    24 | the sense that its Karhunen-Lo\`{e}ve decomposition has qx terms only.}
       |                                 ^
NOTE r-oldrel-windows-x86_64

Rd files

checkRd: (-1) clr.Rd:24: Lost braces
    24 | the sense that its Karhunen-Lo\`{e}ve decomposition has qx terms only.}
       |                                 ^

Dependency Network

Dependencies Reverse dependencies magrittr lubridate dplyr clr

Version History

new 0.1.2 Mar 10, 2026
updated 0.1.2 ← 0.1.1 diff Jul 28, 2019
updated 0.1.1 ← 0.1.0 diff Jan 10, 2019
new 0.1.0 Dec 2, 2018