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NIEHS
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PrestoGP
Penalized Regression on Spatiotemporal Outcomes using Gaussian Processes a.k.a. PrestoGP
https://niehs.github.io/PrestoGP/
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Observation-level lod, imputation tests, updated README
#60
sciome-bot
closed
2 months ago
0
Update README.md and GH-page logo
#59
kyle-messier
closed
2 months ago
0
update readme to PrestoGP- local badge coverage
#58
kyle-messier
closed
2 months ago
0
Update test-coverage.yaml
#57
kyle-messier
closed
2 months ago
0
Implement imputation beta
#56
sciome-bot
closed
2 months ago
1
update README with critical functionality
#55
kyle-messier
opened
3 months ago
1
Intercept not calculated when estimating yhat's
#54
ericbair-sciome
opened
3 months ago
1
Segfault with OpenBLAS Warning
#53
sigmafelix
closed
3 months ago
2
Vignette is causing R CMD check to fail
#52
ericbair-sciome
closed
4 months ago
1
Pull request #37: Added documentation. Added RandomFields data sets. Fixed R CMD issues
#51
sciome-bot
closed
4 months ago
5
Testing for binomial models
#50
ericbair-sciome
closed
4 months ago
2
Input checking needed for all user-facing methods
#49
ericbair-sciome
opened
5 months ago
0
Show/accessor methods need to be updated (or created)
#48
ericbair-sciome
opened
5 months ago
2
Duplicated locs can cause numeric issues
#47
ericbair-sciome
closed
4 months ago
2
Fix tests. Fix linting issues. Added release action.
#46
sciome-bot
closed
5 months ago
20
Github Releases - Enable Read/Write permissions for Actions
#45
sciome-bot
closed
5 months ago
1
Sciome Update 1/10/2024
#44
ericbair-sciome
closed
5 months ago
2
prestogp_fit fails for non-default values of covparams
#43
ericbair-sciome
closed
5 months ago
1
No prediction methods for full models
#42
ericbair-sciome
opened
6 months ago
1
Code for univariate models needs to be updated
#41
ericbair-sciome
closed
5 months ago
2
Max-min ordering and nearest neighbor calculation could be optimized
#40
ericbair-sciome
opened
6 months ago
2
Sciome update: sparseNN bug fix and new tests
#39
ericbair-sciome
closed
5 months ago
0
sparseNN produces incorrect nearest neighbors in some cases
#38
ericbair-sciome
closed
5 months ago
2
Vecchia likelihood is inaccurate when submatrices are numerically singular
#37
ericbair-sciome
opened
7 months ago
0
Latest Sciome update: likelihood bug fix and additional testing
#36
ericbair-sciome
closed
7 months ago
1
Correlation distance
#35
ericbair-sciome
opened
7 months ago
1
Users should be able to fix specified parameters
#34
ericbair-sciome
opened
7 months ago
0
Multivariate estimate_betas method should fit a separate model for each outcome
#33
ericbair-sciome
closed
3 months ago
4
prestogp_fit does not allow one to specify a distance function
#32
ericbair-sciome
opened
7 months ago
1
Pass parameters to rdist
#31
ericbair-sciome
opened
7 months ago
1
Make compatible with sf package
#30
ericbair-sciome
opened
7 months ago
0
estimate_betas should allow alternative penalties
#29
ericbair-sciome
opened
7 months ago
4
bigmemory (or similar method) for large matrix storage
#28
ericbair-sciome
opened
7 months ago
3
Input validation is inadequate for multivariate models
#27
ericbair-sciome
closed
5 months ago
1
Full multivariate model not implemented
#26
ericbair-sciome
opened
7 months ago
0
Multivariate Matern covariance penalties
#25
ericbair-sciome
opened
7 months ago
1
Relaxed lasso
#24
ericbair-sciome
opened
7 months ago
1
Consolidate spatial/spatiotemporal functions
#23
ericbair-sciome
closed
5 months ago
1
Evaluate the effect of initial theta estimates
#22
ericbair-sciome
opened
7 months ago
2
Imputation functionality
#21
ericbair-sciome
opened
7 months ago
6
testthat tests
#20
ericbair-sciome
closed
5 months ago
2
Documentation needed for core PrestoGP functions
#19
ericbair-sciome
closed
4 months ago
1
Full likelihood is not matching the Vecchia likelihood in some cases
#18
ericbair-sciome
closed
7 months ago
2
GitHub Action yaml, badges, and rules
#17
kyle-messier
closed
7 months ago
4
Create lint.yaml
#16
kyle-messier
closed
7 months ago
0
Update check-standard.yaml to multiple OS
#15
kyle-messier
closed
7 months ago
5
Repository restructuring -- combining with PrestoGP_Pesticides
#14
sigmafelix
opened
8 months ago
0
Topographic Wetness Index - Covariate Calculation
#1
kyle-messier
opened
8 months ago
5
Geochemical properties -- Covariate calculation
#2
sigmafelix
opened
9 months ago
1
Soil survey -- covariate calculation
#3
sigmafelix
opened
9 months ago
2
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