README.md
In variani/matlm: Linear models in matrix form
matlm
Source: docs/R/01-figure-timing-assoc.R
About
The matlm R package fits linear models in matrix form and avoids calling lm.
That makes computation efficient if many predictors need to be tested,
while calling lm for every predictor results in a considerable overhead in computation time.
References
Features
(yet to be implemented)
- Split a set of predictors into batches
- Parallel computation
- Support different formats to store predictors:
matrix, big.matrix, etc
- Use S3 classes for the interface
- Run GLS models (not only OLS)
Similar tools/methods
variani/matlm documentation built on May 21, 2023, 1:30 a.m.
R Package Documentation
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Note that we can't provide technical support on individual packages. You should contact the package authors for that.
matlm
Source: docs/R/01-figure-timing-assoc.R
About
The matlm R package fits linear models in matrix form and avoids calling lm.
That makes computation efficient if many predictors need to be tested,
while calling lm for every predictor results in a considerable overhead in computation time.
References
Features
(yet to be implemented)
- Split a set of predictors into batches
- Parallel computation
- Support different formats to store predictors:
matrix,big.matrix, etc- Use S3 classes for the interface
- Run GLS models (not only OLS)
Similar tools/methods
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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