CRAN/E | TextForecast

TextForecast

Regression Analysis and Forecasting Using Textual Data from a Time-Varying Dictionary

Installation

About

Provides functionalities based on the paper "Time Varying Dictionary and the Predictive Power of FED Minutes" (Lima, 2018) doi:10.2139/ssrn.3312483. It selects the most predictive terms, that we call time-varying dictionary using supervised machine learning techniques as lasso and elastic net.

github.com/lucasgodeiro/TextForecast
Bug report File report

Key Metrics

Version 0.1.3
R ≥ 3.1.0
Published 2022-04-25 735 days ago
Needs compilation? no
License GPL-3
CRAN checks TextForecast results

Downloads

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Maintainer

Maintainer

Lucas Godeiro

lucas.godeiro@hotmail.com

Authors

Luiz Renato Lima

aut

Lucas Godeiro

aut / cre

Material

NEWS
Reference manual
Package source

Vignettes

TextForecast R package documentation

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

TextForecast archive

Depends

R ≥ 3.1.0

Imports

forecast
stats
tidyr
tidytext
tm
wordcloud
dplyr
plyr
udpipe
RColorBrewer
ggplot2
glmnet
pdftools
parallel
doParallel
pracma
forcats
Matrix

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