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ktw5691
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psychtm
Text Mining for Psychological Research
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Comparing models with/without topics
#59
Derek-Jones
opened
2 years ago
0
is.na check is too broad
#58
Derek-Jones
opened
2 years ago
0
waic_all apparently unnecessary parameter
#57
Derek-Jones
opened
2 years ago
0
AIC in summary output
#56
Derek-Jones
opened
2 years ago
2
Update the prep_docs function to remove stop words and do stemming
#55
Derek-Jones
opened
2 years ago
1
Automatically remove rows containing too few words
#54
Derek-Jones
opened
2 years ago
0
Consider reducing `Rcpp` load/compile overhead by switching to lighter Rcpp headers
#53
ktw5691
opened
2 years ago
0
`packagedown` site
#52
ktw5691
opened
3 years ago
0
Break up Gibbs sampling functions into subfunctions
#51
ktw5691
opened
3 years ago
0
Expand unit tests
#50
ktw5691
opened
3 years ago
0
Implement Bayesian $R^2$ computation
#49
ktw5691
opened
3 years ago
0
Add Piepel (1986) contrasts to `post_regression()`
#48
ktw5691
opened
3 years ago
0
Write vignettes
#47
ktw5691
closed
3 years ago
0
Release psychtm 2020.1
#46
ktw5691
closed
2 years ago
1
Prepare package for release of version 2020.1 from @devel branch
#45
ktw5691
closed
3 years ago
1
Make missing data check specific to variables used in SLDA or SLDAX models
#44
ktw5691
opened
4 years ago
0
Add argument checks to avoid crashing R session if C++ code encounters mismatched parameter dimensions in args
#43
ktw5691
opened
4 years ago
0
Implement label switching correction
#42
ktw5691
closed
4 years ago
0
Write validator functions for S4 classes
#41
ktw5691
opened
4 years ago
0
Fix calculation of log-likelihood and log-posterior
#40
ktw5691
closed
4 years ago
1
Error in `gibbs_logistic()`
#39
ktw5691
closed
4 years ago
0
Switch to headers
#38
ktw5691
closed
4 years ago
0
Memory efficiency: add option to just return an estimate of theta and beta, not the entire chain of topic draws (D x max_n x chain_length)
#37
ktw5691
closed
4 years ago
1
Add test for equality of number of rows in `docs` and `data` arguments to gibbs_sldax()
#36
ktw5691
closed
4 years ago
1
Dev
#35
ktw5691
closed
5 years ago
0
Add support for thinning chain for all models
#34
ktw5691
closed
5 years ago
0
Documentation fix: est_beta() documentation is incorrect
#33
ktw5691
closed
5 years ago
0
Error using get_toptopics(): "No slot `theta` for class Sldax"
#32
ktw5691
closed
5 years ago
0
Print new line between iteration output for est_theta()
#31
ktw5691
closed
5 years ago
0
gg_coef() does not correctly add variable names
#30
ktw5691
closed
5 years ago
0
Add variable names to coefficients in @eta slot for Slda class
#29
ktw5691
closed
5 years ago
0
Meaningless output about eta and zbar(d1) when fitting LDA
#28
ktw5691
closed
5 years ago
0
Refactor
#27
ktw5691
closed
5 years ago
0
Topic manifest interaction
#26
ktw5691
closed
5 years ago
0
Possible bug: returned chain length does not respect desired behavior of m - burnin if burnin or m are large
#25
ktw5691
closed
5 years ago
0
Sampling of prior hyperparameters
#24
ktw5691
opened
5 years ago
0
Generalize Dirichlet priors alpha and gamma to non-symmetric priors
#23
ktw5691
opened
5 years ago
0
Write functions to compute posterior mean/median estimates of theta and beta matrices since upcoming update will no longer return chains for them
#22
ktw5691
closed
5 years ago
0
Add option to write chain to file to reduce memory requirements
#21
ktw5691
opened
5 years ago
2
Have models return predictive posterior likelihood and compute WAIC and SE(WAIC_1 - WAIC_0) separately
#20
ktw5691
closed
5 years ago
0
Add support for 1-topic model?
#19
ktw5691
closed
4 years ago
1
Add support for thinning chain
#18
ktw5691
closed
5 years ago
0
Support for multiple linear regression. Compute WAIC, p_eff, and SE(W…
#17
ktw5691
closed
5 years ago
0
Fix WAIC and effective number of parameters calculation. Add sampler …
#16
ktw5691
closed
5 years ago
0
Fit logistic regression (no topic model component) for use in model comparison
#15
ktw5691
closed
5 years ago
0
Support sLDA with binary outcome and no other predictors
#14
ktw5691
closed
5 years ago
0
Add plot function for sLDA coefficients w/ topic terms
#13
ktw5691
closed
5 years ago
0
Add default of 2.38 for proposal_sd arg to gibbs_sldax_logit()
#12
ktw5691
closed
5 years ago
0
Compute WAIC for model comparison
#11
ktw5691
closed
4 years ago
4
Compute DIC for model comparison
#10
ktw5691
closed
5 years ago
1
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