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DOC: fix letter for hyper-parameter of IPCRidge
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Closes #454
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sebp committed May 2, 2024
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2 changes: 1 addition & 1 deletion doc/user_guide/coxnet.ipynb
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Expand Up @@ -16,7 +16,7 @@
"- \\frac{\\alpha}{2} \\sum_{j=1}^p \\beta_j^2 ,\n",
"$$\n",
"\n",
"where $\\mathrm{PL}(\\beta)$ is the partial likelihood function of the Cox model, $\\beta_1,\\ldots,\\beta_p$ are the coefficients for $p$ features, and $\\alpha \\geq 0$ is a hyper-parameter that controls the amount of shrinkage. The resulting objective is often referred to as *ridge regression*. If $\\lambda$ is set to zero, we obtain the standard, unpenalized Cox model."
"where $\\mathrm{PL}(\\beta)$ is the partial likelihood function of the Cox model, $\\beta_1,\\ldots,\\beta_p$ are the coefficients for $p$ features, and $\\alpha \\geq 0$ is a hyper-parameter that controls the amount of shrinkage. The resulting objective is often referred to as *ridge regression*. If $\\alpha$ is set to zero, we obtain the standard, unpenalized Cox model."
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