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aalfons
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robustHD
Robust methods for high-dimensional data, in particular linear model selection techniques based on least angle regression and sparse regression.
GNU General Public License v3.0
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Update insert_rows() (and _cols()) to two-argument signatures
#39
eddelbuettel
closed
1 year ago
5
R crashes if reduce the training sample size of the nci60 example
#38
lulukang
closed
2 years ago
2
Computational time issue for cross-validation with sparseLTS()
#37
valentint
closed
11 months ago
8
How `robustHD::winsorize` to handle missing value?
#36
Shicheng-Guo
closed
3 years ago
1
Rewrite plots
#35
aalfons
closed
3 years ago
0
Diagnostic plot for sparse LTS
#34
aalfons
closed
11 months ago
3
does rlars have to crash when not using 'fallback'?
#33
firthunands
opened
7 years ago
1
Standardized residuals
#32
aalfons
closed
11 months ago
0
Scale estimation
#31
aalfons
opened
8 years ago
0
Comparison of sparseS() in fullPath and redesign-code
#30
voellerer
closed
2 years ago
1
Robustness weights in sparseS()
#29
aalfons
closed
2 years ago
2
Safe to remove function sparseMM_fixedscale()?
#28
aalfons
closed
2 years ago
1
Sorting of results according to lambda
#27
voellerer
closed
2 years ago
1
Use psi function for weights in sparse S
#26
aalfons
closed
10 years ago
3
Always use sparse initial subsets?
#25
aalfons
opened
10 years ago
0
Coordinate descent algorithm for lasso
#24
aalfons
opened
11 years ago
0
Sparse LTS coefficient estimates for p = 1
#23
aalfons
closed
11 years ago
0
Model selection via prediction error for LARS-type models
#22
aalfons
closed
11 years ago
0
opts() from ggplot2 is now deprecated
#21
aalfons
closed
12 years ago
1
Formula method of rlars()
#20
aalfons
closed
12 years ago
0
Parallel computing in rlars()
#19
aalfons
closed
12 years ago
0
Reverse x-axis in critPlot() for objects returned sparseLTSGrid()
#18
aalfons
closed
11 years ago
1
R 2.14.0
#17
aalfons
closed
12 years ago
0
perry() methods
#16
aalfons
opened
12 years ago
1
Visual consistency of critPlot()
#15
aalfons
closed
11 years ago
1
OpenMP
#14
aalfons
closed
12 years ago
0
C-step algorithm for sparseLTS() only when necessary
#13
aalfons
closed
2 years ago
2
Rename component for outlier weights
#12
aalfons
closed
12 years ago
0
Regression diagnostic plot
#11
aalfons
closed
11 years ago
1
Extract components from "sparseLTSGrid" objects
#10
aalfons
closed
12 years ago
0
print method
#9
aalfons
closed
12 years ago
0
Store raw fitted values in sparse LTS
#8
aalfons
closed
12 years ago
0
Cross-validation from within model fitting functions
#7
aalfons
closed
12 years ago
5
ggplot2
#6
aalfons
closed
12 years ago
0
Parallel computing
#5
aalfons
closed
12 years ago
1
Parallel computing
#4
aalfons
closed
12 years ago
0
C++ code for groupwise LARS
#3
aalfons
closed
12 years ago
0
C++ code for robust LARS
#2
aalfons
closed
12 years ago
0
Prevent segfaults
#1
aalfons
closed
12 years ago
0