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-4.5)PRISM.forecast_0.2.1.zip(r-4.4)PRISM.forecast_0.2.1.zip(r-4.3)
PRISM.forecast_0.2.1.tgz(r-4.5-any)PRISM.forecast_0.2.1.tgz(r-4.4-any)PRISM.forecast_0.2.1.tgz(r-4.3-any)
PRISM.forecast_0.2.1.tar.gz(r-4.5-noble)PRISM.forecast_0.2.1.tar.gz(r-4.4-noble)
PRISM.forecast_0.2.1.tgz(r-4.4-emscripten)PRISM.forecast_0.2.1.tgz(r-4.3-emscripten)
PRISM.forecast.pdf |PRISM.forecast.html✨
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 214 downloads 7 exports 12 dependencies

Last updated 4 years agofrom:dc897c5b94. Checks:1 OK, 7 WARNING. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKFeb 21 2025
R-4.5-winWARNINGFeb 21 2025
R-4.5-macWARNINGFeb 21 2025
R-4.5-linuxWARNINGFeb 21 2025
R-4.4-winWARNINGFeb 21 2025
R-4.4-macWARNINGFeb 21 2025
R-4.3-winWARNINGFeb 21 2025
R-4.3-macWARNINGFeb 21 2025

Exports:back_testevaluation_tableload_5y_search_dataload_claim_dataprismprism_batchvar_generator

Dependencies:codetoolsforeachglmnetiteratorslatticeMatrixRcppRcppEigenshapesurvivalxtszoo