Comments (3)
If your reference model is the model with 10 variables, then yes, the relative difference should collapse more or less to zero at 10 variables. However, if you run the selection with default settings, then the projection uses I think 5-cluster projection by default, which introduces some discrepancy, meaning that projecting even the reference model onto itself is not exact. If you set argument ns
to the number of posterior samples in your reference model, then the projection onto the reference model should be exact (this will be computationally slower though).
from projpred.
@StaffanBetner Is your problem solved, so can we close this issue?
from projpred.
Closing this now
from projpred.
Related Issues (20)
- Memory issues in multilevel models HOT 2
- Predictive performance gap / jumpy behavior at full size in Gaussian multilevel model HOT 1
- For a stan_glm model cv_varsel with loo works, but kfold gives an error HOT 4
- plot.vsel shows extra xtick label HOT 1
- brmsfit cumulative model & Latent projection predictive feature selection HOT 3
- Convergence checks for additive submodels HOT 4
- Allow dispersion parameter to be observation-specific HOT 1
- Smoothing of cross-validated predictive performance HOT 1
- Add R2 as performance statistic HOT 4
- Error when getting reference model with k-fold cross validation for cv_varsel HOT 9
- Truncated response distributions
- Clarify doc for refit_prj HOT 2
- Don't warn about slightly large khats HOT 1
- Remove QR=TRUE from the vignette
- Guide on latent_ll_oscale for other families e.g. zero-inflated negative binomial, hurdle negbinom HOT 5
- Using projpred in multi-response models with group correlated hierarchical effects HOT 3
- negbin latent projection in latent vignette fails with parallel HOT 1
- Request : Monotonic effect HOT 1
- Document global options + improve option names HOT 1
- Missing exports of S3 methods
Recommend Projects
-
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
-
Vue.js
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
-
Typescript
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
-
TensorFlow
An Open Source Machine Learning Framework for Everyone
-
Django
The Web framework for perfectionists with deadlines.
-
Laravel
A PHP framework for web artisans
-
D3
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
-
Recommend Topics
-
javascript
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
-
web
Some thing interesting about web. New door for the world.
-
server
A server is a program made to process requests and deliver data to clients.
-
Machine learning
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
-
Visualization
Some thing interesting about visualization, use data art
-
Game
Some thing interesting about game, make everyone happy.
Recommend Org
-
Facebook
We are working to build community through open source technology. NB: members must have two-factor auth.
-
Microsoft
Open source projects and samples from Microsoft.
-
Google
Google ❤️ Open Source for everyone.
-
Alibaba
Alibaba Open Source for everyone
-
D3
Data-Driven Documents codes.
-
Tencent
China tencent open source team.
from projpred.