Package: PRISM.forecast 0.2.1

PRISM.forecast: Penalized Regression with Inferred Seasonality Module - Forecasting Unemployment Initial Claims using 'Google Trends' Data

Implements Penalized Regression with Inferred Seasonality Module (PRISM) to generate forecast estimation of weekly unemployment initial claims using 'Google Trends' data. It includes required data and tools for backtesting the performance in 2007-2020.

Authors:Dingdong Yi [aut, cre], Samuel Kou [aut], Shaoyang Ning [aut]

PRISM.forecast_0.2.1.tar.gz
PRISM.forecast_0.2.1.zip(r-4.7)PRISM.forecast_0.2.1.zip(r-4.6)PRISM.forecast_0.2.1.zip(r-4.5)
PRISM.forecast_0.2.1.tgz(r-4.6-any)PRISM.forecast_0.2.1.tgz(r-4.5-any)
PRISM.forecast_0.2.1.tar.gz(r-4.7-any)PRISM.forecast_0.2.1.tar.gz(r-4.6-any)
PRISM.forecast_0.2.1.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
PRISM.forecast/json (API)

# Install 'PRISM.forecast' in R:
install.packages('PRISM.forecast', repos = c('https://ryanddyi.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/ryanddyi/prism/issues

On CRAN:

Conda:

2.60 score 4 stars 2 scripts 204 downloads 7 exports 12 dependencies

Last updated from:dc897c5b94. Checks:7 WARNING, 2 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-x86_64WARNING106
source / vignettesOK146
linux-release-x86_64WARNING103
macos-release-arm64WARNING131
macos-oldrel-arm64WARNING166
windows-develWARNING68
windows-releaseWARNING83
windows-oldrelWARNING116
wasm-releaseOK95

Exports:back_testevaluation_tableload_5y_search_dataload_claim_dataprismprism_batchvar_generator

Dependencies:codetoolsforeachglmnetiteratorslatticeMatrixRcppRcppEigenshapesurvivalxtszoo