stan-dev / projpred

Projection predictive variable selection

https://mc-stan.org/projpred/

stan-dev/projpred Issues

Document global options + improve option names
Updated a month ago1
Missing exports of S3 methods
Updated a month ago
Don't warn about slightly large khats
Updated 2 months ago1
negbin latent projection in latent vignette fails with parallel
Updated 2 months ago1
Request : Monotonic effect
Updated 2 months ago1
Add R2 as performance statistic
Updated 2 months ago4
Using projpred in multi-response models with group correlated hierarchical effects
Updated 2 months ago3
Guide on latent_ll_oscale for other families e.g. zero-inflated negative binomial, hurdle negbinom
Closed 3 months ago5
Clarify doc for refit_prj
Closed 5 months ago2
Remove QR=TRUE from the vignette
Closed 5 months ago
Truncated response distributions
Updated 6 months ago
Error when getting reference model with k-fold cross validation for cv_varsel
Closed 6 months ago9
Smoothing of cross-validated predictive performance
Updated 6 months ago1
Convergence checks for additive submodels
Updated 6 months ago4
Allow dispersion parameter to be observation-specific
Updated 7 months ago1
brmsfit cumulative model & Latent projection predictive feature selection
Closed 7 months ago3
`<vsel_object>$summaries$<sub[[k]]_or_ref>$w` and `weights` in `get_stat()`
Closed 2 years ago5
plot.vsel shows extra xtick label
Closed 8 months ago1
For a stan_glm model cv_varsel with loo works, but kfold gives an error
Closed 8 months ago4
Memory issues in multilevel models
Closed 9 months ago2
Fixing certain terms to be included in all submodels in cv_varsel in a high dimensional setting
Closed 9 months ago5
Predictive performance gap / jumpy behavior at full size in Gaussian multilevel model
Updated 10 months ago1
Error from multivariate brms models
Closed 10 months ago6
Incompatible with brms when random effects are specified with || syntax
Closed 10 months ago2
variable selection for uncorrelated random variables
Updated a year ago3
Incompatability with R version <4.2.0
Closed a year ago9
Test Suite Crashes
Closed a year ago5
Model fit with custom distribution family?
Closed a year ago2
L1 search and `I()` terms
Closed a year ago
Use observation weights in `proj_predict()`
Updated a year ago
Recent CRAN failures
Closed a year ago1
WISH: future_plan = NULL to support currently set future backend plan
Closed a year ago3
Please undo any changes in future::plan() to what it was before
Closed a year ago3
Add post-selection inference to latent-projection vignette
Closed a year ago
Inconsistency in reference model formula between GAMs and GAMMs
Updated a year ago
error in installation in Mac OS M2
Closed a year ago3
Projpred “inherits(formula, “formula”) is not TRUE”
Closed a year ago2
Projection for discrete exponential dispersion (DED) families
Updated 2 years ago5
Unexpected behaviour when incompatible full formulas included in search_terms argument
Updated 2 years ago2
Varsel stat and stratified cross-validation for highly imbalanced data
Updated 2 years ago11
search_terms argument in cv_varsel not working properly
Closed 2 years ago2
Adding bernoulli() to extend_family()
Closed 2 years ago2
`datafit`s: `type = "diff"` and `type = "diff.se"`
Closed 2 years ago1
Problem with projpred for a simple brms model
Closed 2 years ago1
cv_varsel error in development version
Closed 2 years ago3
Binomial family with > 1 trials: `mu` and `y` in `get_stat()` don't match
Closed 2 years ago2
`d_test` with nontrivial offsets
Closed 2 years ago
projpred with weibull family - latent_projection branch
Closed 2 years ago5
K-fold CV throws error for degenerate model space
Closed 2 years ago1
`projpred:::auc()` incorrect for binomial family with > 1 trials
Closed 2 years ago