Ex3.1: Reproduce Example 3.1
In pbreheny/hdrm: High-Dimensional Regression Modeling
Ex3.1 R Documentation
Reproduce Example 3.1
Description
Reproduces Example 3.1 from the book. If you specify any options, your results may look different.
Usage
Ex3.1(N = 500, n = 50, p = 100, p1 = 6, snr = c(1, 2, 4), seed = 2)
Arguments
N
Number of simulated realizations
n
Sample size
p
Number of features
p1
Number of non-null features
snr
Vector of signal-to-noise ratio values
seed
Seed for reproducibility
Value
A list of two arrays, MCP, containing the MSE for MCP, and SCAD, containing the MSE for SCAD.
Examples
Ex3.1(N=2)
pbreheny/hdrm documentation built on March 29, 2025, 5:18 a.m.
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| Ex3.1 | R Documentation |
Reproduce Example 3.1
Description
Reproduces Example 3.1 from the book. If you specify any options, your results may look different.
Usage
Ex3.1(N = 500, n = 50, p = 100, p1 = 6, snr = c(1, 2, 4), seed = 2)
Arguments
N |
Number of simulated realizations |
n |
Sample size |
p |
Number of features |
p1 |
Number of non-null features |
snr |
Vector of signal-to-noise ratio values |
seed |
Seed for reproducibility |
Value
A list of two arrays, MCP, containing the MSE for MCP, and SCAD, containing the MSE for SCAD.
Examples
Ex3.1(N=2)
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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