coef.tandem: Returns the regression coefficients from a TANDEM fit
In TANDEM: A Two-Stage Approach to Maximize Interpretability of Drug Response Models Based on Multiple Molecular Data Types
Description
Usage
Arguments
Value
Examples
Description
Returns the regression coefficients from a TANDEM fit.
Usage
1
2
Arguments
object
A tandem-object, as returned by tandem()
...
Not used. Other arguments for coef().
Value
The regression coefficients.
Examples
1
2
3
4
5
6
7
8
9
# unpack example data
x = example_data$x
y = example_data$y
upstream = example_data$upstream
# fit a tandem model, determine the coefficients and create a prediction
fit = tandem(x, y, upstream, alpha=0.5)
beta = coef(fit)
y_hat = predict(fit, newx=x)
TANDEM documentation built on Dec. 1, 2019, 1:12 a.m.
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Description Usage Arguments Value Examples
Description
Returns the regression coefficients from a TANDEM fit.
Usage
1 2 |
Arguments
object |
A tandem-object, as returned by tandem() |
... |
Not used. Other arguments for coef(). |
Value
The regression coefficients.
Examples
1 2 3 4 5 6 7 8 9 | # unpack example data
x = example_data$x
y = example_data$y
upstream = example_data$upstream
# fit a tandem model, determine the coefficients and create a prediction
fit = tandem(x, y, upstream, alpha=0.5)
beta = coef(fit)
y_hat = predict(fit, newx=x)
|
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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