fitMSCCS: Run MSCCS as an initialization for BR
In sverchkov/BaselineRegularization: Baseline Regularization
Description
Usage
Arguments
Value
Author(s)
Description
Run MSCCS given matrix and vector input data from BR
currently only supports ridge regression over drug effects
currently only supports single lambda
this is used to initialze BR
Usage
1
fitMSCCS(obs_group, X, l, n, lambda, threshold = 1e-07)
Arguments
obs_group
interval groups (observation periods)
X
drug exposure matrix
l
interval length
n
number of response condition occurrences in an interval
lambda
regularization strength, single lambda
threshold
same as in glmnet
Value
an msccs model (list) that includes alpha, beta,
lambda, and err
Author(s)
Zhaobin Kuang
sverchkov/BaselineRegularization documentation built on May 9, 2019, 1:26 p.m.
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Description Usage Arguments Value Author(s)
Description
Run MSCCS given matrix and vector input data from BR currently only supports ridge regression over drug effects currently only supports single lambda this is used to initialze BR
Usage
1 | fitMSCCS(obs_group, X, l, n, lambda, threshold = 1e-07)
|
Arguments
obs_group |
interval groups (observation periods) |
X |
drug exposure matrix |
l |
interval length |
n |
number of response condition occurrences in an interval |
lambda |
regularization strength, single lambda |
threshold |
same as in glmnet |
Value
an msccs model (list) that includes alpha, beta, lambda, and err
Author(s)
Zhaobin Kuang
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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