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rollinglda
View on CRAN: Click
here
Download and install rollinglda package within the R console
Install from CRAN:
install.packages("rollinglda")
Install from Github:
library("remotes")
install_github("cran/rollinglda") Install by package version:
library("remotes")
install_version("rollinglda", "0.1.4") Attach the package and use:
library("rollinglda")
Maintained by
Jonas Rieger
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[Scholar Profile | Author Map]
All associated links for this package
First Published: 2021-09-08
Latest Update: 2025-09-03
Description:
A rolling version of the Latent Dirichlet Allocation, see Rieger et al. (2021) . By a sequential approach, it enables the construction of LDA-based time series of topics that are consistent with previous states of LDA models. After an initial modeling, updates can be computed efficiently, allowing for real-time monitoring and detection of events or structural breaks.
How to cite:
Jonas Rieger (2021). rollinglda: Construct Consistent Time Series from Textual Data. R package version 0.1.4, https://cran.r-project.org/web/packages/rollinglda. Accessed 07 Aug. 2026.
Previous versions and publish date:
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imports, suggests or enhances
Complete documentation for rollinglda
Functions, R codes and Examples using
the rollinglda R package
Some associated functions: RollingLDA . as.RollingLDA . economy . getChunks . rollinglda-package . updateRollingLDA .
Some associated R codes: RollingLDA.R . as.RollingLDA.R . data.R . getChunks.R . helpers.R . rollinglda-package.R . rollinglda_internal.R . updateRollingLDA.R . Full rollinglda package functions and examples
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