Plot an STM permutation test.
Read in a corpus file.
Prepare documents for analysis with stm
Plot some effects with loess
Displays verbose labels that describe topics and topic-covariate groups in depth.
Heldout Likelihood by Document Completion
Estimates regressions using an STM object
Permutation test of a binary covariate.
Plot a topic correlation graph
Performs model selection across separate STM's that each assume different numbers of topics.
Plot documents, words and tokens removed at various word thresholds
CMU 2008 Political Blog Corpus
Computes diagnostic values for models with different values of K (number of topics).
Write a .ldac file
Plotting Method for Multimodality Diagnostic Objects
Wrapper to launch LDAvis topic browser.
Find topics that contain user specified words.
Plot predictions using topics
Plot effect of covariates on topics
Plots strings
Assists the user in selecting the best STM model.
Plot a wordcloud
Label topics
Make a B-spline Basis Function
Estimate topic correlation
Summary Function for the STM objects
Process a vector of raw texts
Plots semantic coherence and exclusivity for high likelihood models
outputted from selectModel.
Structural Topic Model
Plots diagnostic values resulting from searchK
Find Thoughts
Analyze Stability of Local STM Mode
Variational EM for the Structural Topic Model
Plots semantic coherence and exclusivity for each topic.
Draw from Theta Posterior
Residual dispersion test for topic number
Gadarian and Albertson data
Plot summary of an STM object