Skip to content

cif

Cointegrated ICU Forecasting

v0.1.1 · Mar 1, 2022 · GPL-3

Description

Set of forecasting tools to predict ICU beds using a Vector Error Correction model with a single cointegrating vector. Method described in Berta, P. Lovaglio, P.G. Paruolo, P. Verzillo, S., 2020. "Real Time Forecasting of Covid-19 Intensive Care Units demand" Health, Econometrics and Data Group (HEDG) Working Papers 20/16, HEDG, Department of Economics, University of York, <https://www.york.ac.uk/media/economics/documents/hedg/workingpapers/2020/2016.pdf>.

Downloads

276

Last 30 days

15253rd

706

Last 90 days

2.6K

Last year

Trend: +18.5% (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 (14 non-OK)
NOTE r-devel-linux-x86_64-debian-clang

Rd files

checkRd: (-1) ec.datalag.Rd:5: Lost braces; missing escapes or markup?
     5 | \title{prepares Dy y_1 Dy_1 ... Dy_{nlag-1} for estimation}
       |                                    ^
checkRd: (-1) ec.datalag.Rd:15: Lost braces
    15 | ymat contains the folloiwing columns {Dy y_1 Dy_1 ... Dy_{nlag-1}}
       |                                      ^
checkRd: (-1) ec.datalag.Rd:15: Lost braces; missing escapes or markup?
    15 | ymat contains the folloiwing columns {Dy y_1 Dy_1 ... Dy_{nlag-1}}
       |                                                          ^
checkRd: (-1) lagn.Rd:21: Lost braces; missing escapes or markup?
    21 |              REM: alternative to "lead-lag" {dplyr} which applies to vector y
       |                                             ^
NOTE r-devel-linux-x86_64-debian-gcc

Rd files

checkRd: (-1) ec.datalag.Rd:5: Lost braces; missing escapes or markup?
     5 | \title{prepares Dy y_1 Dy_1 ... Dy_{nlag-1} for estimation}
       |                                    ^
checkRd: (-1) ec.datalag.Rd:15: Lost braces
    15 | ymat contains the folloiwing columns {Dy y_1 Dy_1 ... Dy_{nlag-1}}
       |                                      ^
checkRd: (-1) ec.datalag.Rd:15: Lost braces; missing escapes or markup?
    15 | ymat contains the folloiwing columns {Dy y_1 Dy_1 ... Dy_{nlag-1}}
       |                                                          ^
checkRd: (-1) lagn.Rd:21: Lost braces; missing escapes or markup?
    21 |              REM: alternative to "lead-lag" {dplyr} which applies to vector y
       |                                             ^
NOTE r-devel-linux-x86_64-fedora-clang

Rd files

checkRd: (-1) ec.datalag.Rd:5: Lost braces; missing escapes or markup?
     5 | \title{prepares Dy y_1 Dy_1 ... Dy_{nlag-1} for estimation}
       |                                    ^
checkRd: (-1) ec.datalag.Rd:15: Lost braces
    15 | ymat contains the folloiwing columns {Dy y_1 Dy_1 ... Dy_{nlag-1}}
       |                                      ^
checkRd: (-1) ec.datalag.Rd:15: Lost braces; missing escapes or markup?
    15 | ymat contains the folloiwing columns {Dy y_1 Dy_1 ... Dy_{nlag-1}}
       |                                                          ^
checkRd: (-1) lagn.Rd:21: Lost braces; missing escapes or markup?
    21 |              REM: alternative to "lead-lag" {dplyr} which applies to vector y
       |                                             ^
NOTE r-devel-linux-x86_64-fedora-gcc

Rd files

checkRd: (-1) ec.datalag.Rd:5: Lost braces; missing escapes or markup?
     5 | \title{prepares Dy y_1 Dy_1 ... Dy_{nlag-1} for estimation}
       |                                    ^
checkRd: (-1) ec.datalag.Rd:15: Lost braces
    15 | ymat contains the folloiwing columns {Dy y_1 Dy_1 ... Dy_{nlag-1}}
       |                                      ^
checkRd: (-1) ec.datalag.Rd:15: Lost braces; missing escapes or markup?
    15 | ymat contains the folloiwing columns {Dy y_1 Dy_1 ... Dy_{nlag-1}}
       |                                                          ^
checkRd: (-1) lagn.Rd:21: Lost braces; missing escapes or markup?
    21 |              REM: alternative to "lead-lag" {dplyr} which applies to vector y
       |                                             ^
NOTE r-devel-macos-arm64

Rd files

checkRd: (-1) ec.datalag.Rd:5: Lost braces; missing escapes or markup?
     5 | \title{prepares Dy y_1 Dy_1 ... Dy_{nlag-1} for estimation}
       |                                    ^
checkRd: (-1) ec.datalag.Rd:15: Lost braces
    15 | ymat contains the folloiwing columns {Dy y_1 Dy_1 ... Dy_{nlag-1}}
       |                                      ^
checkRd: (-1) ec.datalag.Rd:15: Lost braces; missing escapes or markup?
    15 | ymat contains the folloiwing columns {Dy y_1 Dy_1 ... Dy_{nlag-1}}
       |                                                          ^
checkRd: (-1) lagn.Rd:21: Lost braces; missing escapes or markup?
    21 |              REM: alternative to "lead-lag" {dplyr} which applies to vector y
       |                                             ^
NOTE r-devel-windows-x86_64

Rd files

checkRd: (-1) ec.datalag.Rd:5: Lost braces; missing escapes or markup?
     5 | \title{prepares Dy y_1 Dy_1 ... Dy_{nlag-1} for estimation}
       |                                    ^
checkRd: (-1) ec.datalag.Rd:15: Lost braces
    15 | ymat contains the folloiwing columns {Dy y_1 Dy_1 ... Dy_{nlag-1}}
       |                                      ^
checkRd: (-1) ec.datalag.Rd:15: Lost braces; missing escapes or markup?
    15 | ymat contains the folloiwing columns {Dy y_1 Dy_1 ... Dy_{nlag-1}}
       |                                                          ^
checkRd: (-1) lagn.Rd:21: Lost braces; missing escapes or markup?
    21 |              REM: alternative to "lead-lag" {dplyr} which applies to vector y
       |                                             ^
NOTE r-oldrel-macos-arm64

Rd files

checkRd: (-1) ec.datalag.Rd:5: Lost braces; missing escapes or markup?
     5 | \title{prepares Dy y_1 Dy_1 ... Dy_{nlag-1} for estimation}
       |                                    ^
checkRd: (-1) ec.datalag.Rd:15: Lost braces
    15 | ymat contains the folloiwing columns {Dy y_1 Dy_1 ... Dy_{nlag-1}}
       |                                      ^
checkRd: (-1) ec.datalag.Rd:15: Lost braces; missing escapes or markup?
    15 | ymat contains the folloiwing columns {Dy y_1 Dy_1 ... Dy_{nlag-1}}
       |                                                          ^
checkRd: (-1) lagn.Rd:21: Lost braces; missing escapes or markup?
    21 |              REM: alternative to "lead-lag" {dplyr} which applies to vector y
       |                                             ^
NOTE r-oldrel-macos-x86_64

Rd files

checkRd: (-1) ec.datalag.Rd:5: Lost braces; missing escapes or markup?
     5 | \title{prepares Dy y_1 Dy_1 ... Dy_{nlag-1} for estimation}
       |                                    ^
checkRd: (-1) ec.datalag.Rd:15: Lost braces
    15 | ymat contains the folloiwing columns {Dy y_1 Dy_1 ... Dy_{nlag-1}}
       |                                      ^
checkRd: (-1) ec.datalag.Rd:15: Lost braces; missing escapes or markup?
    15 | ymat contains the folloiwing columns {Dy y_1 Dy_1 ... Dy_{nlag-1}}
       |                                                          ^
checkRd: (-1) lagn.Rd:21: Lost braces; missing escapes or markup?
    21 |              REM: alternative to "lead-lag" {dplyr} which applies to vector y
       |                                             ^
NOTE r-oldrel-windows-x86_64

Rd files

checkRd: (-1) ec.datalag.Rd:5: Lost braces; missing escapes or markup?
     5 | \title{prepares Dy y_1 Dy_1 ... Dy_{nlag-1} for estimation}
       |                                    ^
checkRd: (-1) ec.datalag.Rd:15: Lost braces
    15 | ymat contains the folloiwing columns {Dy y_1 Dy_1 ... Dy_{nlag-1}}
       |                                      ^
checkRd: (-1) ec.datalag.Rd:15: Lost braces; missing escapes or markup?
    15 | ymat contains the folloiwing columns {Dy y_1 Dy_1 ... Dy_{nlag-1}}
       |                                                          ^
checkRd: (-1) lagn.Rd:21: Lost braces; missing escapes or markup?
    21 |              REM: alternative to "lead-lag" {dplyr} which applies to vector y
       |                                             ^
NOTE r-patched-linux-x86_64

Rd files

checkRd: (-1) ec.datalag.Rd:5: Lost braces; missing escapes or markup?
     5 | \title{prepares Dy y_1 Dy_1 ... Dy_{nlag-1} for estimation}
       |                                    ^
checkRd: (-1) ec.datalag.Rd:15: Lost braces
    15 | ymat contains the folloiwing columns {Dy y_1 Dy_1 ... Dy_{nlag-1}}
       |                                      ^
checkRd: (-1) ec.datalag.Rd:15: Lost braces; missing escapes or markup?
    15 | ymat contains the folloiwing columns {Dy y_1 Dy_1 ... Dy_{nlag-1}}
       |                                                          ^
checkRd: (-1) lagn.Rd:21: Lost braces; missing escapes or markup?
    21 |              REM: alternative to "lead-lag" {dplyr} which applies to vector y
       |                                             ^
NOTE r-release-linux-x86_64

Rd files

checkRd: (-1) ec.datalag.Rd:5: Lost braces; missing escapes or markup?
     5 | \title{prepares Dy y_1 Dy_1 ... Dy_{nlag-1} for estimation}
       |                                    ^
checkRd: (-1) ec.datalag.Rd:15: Lost braces
    15 | ymat contains the folloiwing columns {Dy y_1 Dy_1 ... Dy_{nlag-1}}
       |                                      ^
checkRd: (-1) ec.datalag.Rd:15: Lost braces; missing escapes or markup?
    15 | ymat contains the folloiwing columns {Dy y_1 Dy_1 ... Dy_{nlag-1}}
       |                                                          ^
checkRd: (-1) lagn.Rd:21: Lost braces; missing escapes or markup?
    21 |              REM: alternative to "lead-lag" {dplyr} which applies to vector y
       |                                             ^
NOTE r-release-macos-arm64

Rd files

checkRd: (-1) ec.datalag.Rd:5: Lost braces; missing escapes or markup?
     5 | \title{prepares Dy y_1 Dy_1 ... Dy_{nlag-1} for estimation}
       |                                    ^
checkRd: (-1) ec.datalag.Rd:15: Lost braces
    15 | ymat contains the folloiwing columns {Dy y_1 Dy_1 ... Dy_{nlag-1}}
       |                                      ^
checkRd: (-1) ec.datalag.Rd:15: Lost braces; missing escapes or markup?
    15 | ymat contains the folloiwing columns {Dy y_1 Dy_1 ... Dy_{nlag-1}}
       |                                                          ^
checkRd: (-1) lagn.Rd:21: Lost braces; missing escapes or markup?
    21 |              REM: alternative to "lead-lag" {dplyr} which applies to vector y
       |                                             ^
NOTE r-release-macos-x86_64

Rd files

checkRd: (-1) ec.datalag.Rd:5: Lost braces; missing escapes or markup?
     5 | \title{prepares Dy y_1 Dy_1 ... Dy_{nlag-1} for estimation}
       |                                    ^
checkRd: (-1) ec.datalag.Rd:15: Lost braces
    15 | ymat contains the folloiwing columns {Dy y_1 Dy_1 ... Dy_{nlag-1}}
       |                                      ^
checkRd: (-1) ec.datalag.Rd:15: Lost braces; missing escapes or markup?
    15 | ymat contains the folloiwing columns {Dy y_1 Dy_1 ... Dy_{nlag-1}}
       |                                                          ^
checkRd: (-1) lagn.Rd:21: Lost braces; missing escapes or markup?
    21 |              REM: alternative to "lead-lag" {dplyr} which applies to vector y
       |                                             ^
NOTE r-release-windows-x86_64

Rd files

checkRd: (-1) ec.datalag.Rd:5: Lost braces; missing escapes or markup?
     5 | \title{prepares Dy y_1 Dy_1 ... Dy_{nlag-1} for estimation}
       |                                    ^
checkRd: (-1) ec.datalag.Rd:15: Lost braces
    15 | ymat contains the folloiwing columns {Dy y_1 Dy_1 ... Dy_{nlag-1}}
       |                                      ^
checkRd: (-1) ec.datalag.Rd:15: Lost braces; missing escapes or markup?
    15 | ymat contains the folloiwing columns {Dy y_1 Dy_1 ... Dy_{nlag-1}}
       |                                                          ^
checkRd: (-1) lagn.Rd:21: Lost braces; missing escapes or markup?
    21 |              REM: alternative to "lead-lag" {dplyr} which applies to vector y
       |                                             ^

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) ec.datalag.Rd:5: Lost braces; missing escapes or markup?
     5 | \title{prepares Dy y_1 Dy_1 ... Dy_{nlag-1} for estimation}
       |                                    ^
checkRd: (-1) ec.datalag.Rd:15: Lost braces
    15 | ymat contai
...[truncated]...
                                         ^
checkRd: (-1) lagn.Rd:21: Lost braces; missing escapes or markup?
    21 |              REM: alternative to "lead-lag" {dplyr} which applies to vector y
       |                                             ^
NOTE r-devel-linux-x86_64-debian-gcc

Rd files

checkRd: (-1) ec.datalag.Rd:5: Lost braces; missing escapes or markup?
     5 | \title{prepares Dy y_1 Dy_1 ... Dy_{nlag-1} for estimation}
       |                                    ^
checkRd: (-1) ec.datalag.Rd:15: Lost braces
    15 | ymat contai
...[truncated]...
                                         ^
checkRd: (-1) lagn.Rd:21: Lost braces; missing escapes or markup?
    21 |              REM: alternative to "lead-lag" {dplyr} which applies to vector y
       |                                             ^
NOTE r-devel-linux-x86_64-fedora-clang

Rd files

checkRd: (-1) ec.datalag.Rd:5: Lost braces; missing escapes or markup?
     5 | \title{prepares Dy y_1 Dy_1 ... Dy_{nlag-1} for estimation}
       |                                    ^
checkRd: (-1) ec.datalag.Rd:15: Lost braces
    15 | ymat contai
...[truncated]...
                                         ^
checkRd: (-1) lagn.Rd:21: Lost braces; missing escapes or markup?
    21 |              REM: alternative to "lead-lag" {dplyr} which applies to vector y
       |                                             ^
NOTE r-devel-linux-x86_64-fedora-gcc

Rd files

checkRd: (-1) ec.datalag.Rd:5: Lost braces; missing escapes or markup?
     5 | \title{prepares Dy y_1 Dy_1 ... Dy_{nlag-1} for estimation}
       |                                    ^
checkRd: (-1) ec.datalag.Rd:15: Lost braces
    15 | ymat contai
...[truncated]...
                                         ^
checkRd: (-1) lagn.Rd:21: Lost braces; missing escapes or markup?
    21 |              REM: alternative to "lead-lag" {dplyr} which applies to vector y
       |                                             ^
NOTE r-devel-macos-arm64

Rd files

checkRd: (-1) ec.datalag.Rd:5: Lost braces; missing escapes or markup?
     5 | \title{prepares Dy y_1 Dy_1 ... Dy_{nlag-1} for estimation}
       |                                    ^
checkRd: (-1) ec.datalag.Rd:15: Lost braces
    15 | ymat contai
...[truncated]...
                                         ^
checkRd: (-1) lagn.Rd:21: Lost braces; missing escapes or markup?
    21 |              REM: alternative to "lead-lag" {dplyr} which applies to vector y
       |                                             ^
NOTE r-devel-windows-x86_64

Rd files

checkRd: (-1) ec.datalag.Rd:5: Lost braces; missing escapes or markup?
     5 | \title{prepares Dy y_1 Dy_1 ... Dy_{nlag-1} for estimation}
       |                                    ^
checkRd: (-1) ec.datalag.Rd:15: Lost braces
    15 | ymat contai
...[truncated]...
                                         ^
checkRd: (-1) lagn.Rd:21: Lost braces; missing escapes or markup?
    21 |              REM: alternative to "lead-lag" {dplyr} which applies to vector y
       |                                             ^
NOTE r-patched-linux-x86_64

Rd files

checkRd: (-1) ec.datalag.Rd:5: Lost braces; missing escapes or markup?
     5 | \title{prepares Dy y_1 Dy_1 ... Dy_{nlag-1} for estimation}
       |                                    ^
checkRd: (-1) ec.datalag.Rd:15: Lost braces
    15 | ymat contai
...[truncated]...
                                         ^
checkRd: (-1) lagn.Rd:21: Lost braces; missing escapes or markup?
    21 |              REM: alternative to "lead-lag" {dplyr} which applies to vector y
       |                                             ^
NOTE r-release-linux-x86_64

Rd files

checkRd: (-1) ec.datalag.Rd:5: Lost braces; missing escapes or markup?
     5 | \title{prepares Dy y_1 Dy_1 ... Dy_{nlag-1} for estimation}
       |                                    ^
checkRd: (-1) ec.datalag.Rd:15: Lost braces
    15 | ymat contai
...[truncated]...
                                         ^
checkRd: (-1) lagn.Rd:21: Lost braces; missing escapes or markup?
    21 |              REM: alternative to "lead-lag" {dplyr} which applies to vector y
       |                                             ^
NOTE r-release-macos-arm64

Rd files

checkRd: (-1) ec.datalag.Rd:5: Lost braces; missing escapes or markup?
     5 | \title{prepares Dy y_1 Dy_1 ... Dy_{nlag-1} for estimation}
       |                                    ^
checkRd: (-1) ec.datalag.Rd:15: Lost braces
    15 | ymat contai
...[truncated]...
                                         ^
checkRd: (-1) lagn.Rd:21: Lost braces; missing escapes or markup?
    21 |              REM: alternative to "lead-lag" {dplyr} which applies to vector y
       |                                             ^
NOTE r-release-macos-x86_64

Rd files

checkRd: (-1) ec.datalag.Rd:5: Lost braces; missing escapes or markup?
     5 | \title{prepares Dy y_1 Dy_1 ... Dy_{nlag-1} for estimation}
       |                                    ^
checkRd: (-1) ec.datalag.Rd:15: Lost braces
    15 | ymat contai
...[truncated]...
                                         ^
checkRd: (-1) lagn.Rd:21: Lost braces; missing escapes or markup?
    21 |              REM: alternative to "lead-lag" {dplyr} which applies to vector y
       |                                             ^
NOTE r-release-windows-x86_64

Rd files

checkRd: (-1) ec.datalag.Rd:5: Lost braces; missing escapes or markup?
     5 | \title{prepares Dy y_1 Dy_1 ... Dy_{nlag-1} for estimation}
       |                                    ^
checkRd: (-1) ec.datalag.Rd:15: Lost braces
    15 | ymat contai
...[truncated]...
                                         ^
checkRd: (-1) lagn.Rd:21: Lost braces; missing escapes or markup?
    21 |              REM: alternative to "lead-lag" {dplyr} which applies to vector y
       |                                             ^
NOTE r-oldrel-macos-arm64

Rd files

checkRd: (-1) ec.datalag.Rd:5: Lost braces; missing escapes or markup?
     5 | \title{prepares Dy y_1 Dy_1 ... Dy_{nlag-1} for estimation}
       |                                    ^
checkRd: (-1) ec.datalag.Rd:15: Lost braces
    15 | ymat contai
...[truncated]...
                                         ^
checkRd: (-1) lagn.Rd:21: Lost braces; missing escapes or markup?
    21 |              REM: alternative to "lead-lag" {dplyr} which applies to vector y
       |                                             ^
NOTE r-oldrel-macos-x86_64

Rd files

checkRd: (-1) ec.datalag.Rd:5: Lost braces; missing escapes or markup?
     5 | \title{prepares Dy y_1 Dy_1 ... Dy_{nlag-1} for estimation}
       |                                    ^
checkRd: (-1) ec.datalag.Rd:15: Lost braces
    15 | ymat contai
...[truncated]...
                                         ^
checkRd: (-1) lagn.Rd:21: Lost braces; missing escapes or markup?
    21 |              REM: alternative to "lead-lag" {dplyr} which applies to vector y
       |                                             ^
NOTE r-oldrel-windows-x86_64

Rd files

checkRd: (-1) ec.datalag.Rd:5: Lost braces; missing escapes or markup?
     5 | \title{prepares Dy y_1 Dy_1 ... Dy_{nlag-1} for estimation}
       |                                    ^
checkRd: (-1) ec.datalag.Rd:15: Lost braces
    15 | ymat contai
...[truncated]...
                                         ^
checkRd: (-1) lagn.Rd:21: Lost braces; missing escapes or markup?
    21 |              REM: alternative to "lead-lag" {dplyr} which applies to vector y
       |                                             ^

Dependency Network

Dependencies Reverse dependencies lubridate cif

Version History

new 0.1.1 Mar 10, 2026
updated 0.1.1 ← 0.0.9 diff Feb 28, 2022
new 0.0.9 Apr 1, 2021