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  "Title": "Collaborative Targeted Maximum Likelihood Estimation",
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  "Maintainer": "Cheng Ju <jucheng1992@gmail.com>",
  "Description": "Implements the general template for collaborative targeted\nmaximum likelihood estimation. It also provides several\ncommonly used C-TMLE instantiation, like the vanilla/scalable\nvariable-selection C-TMLE (Ju et al. (2017)\n<doi:10.1177/0962280217729845>) and the glmnet-C-TMLE algorithm\n(Ju et al. (2017) <arXiv:1706.10029>).",
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  "Date/Publication": "2019-12-13 05:52:11 UTC",
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  "Author": "Cheng Ju [aut, cre],\nSusan Gruber [aut],\nRichard Wyss [ctb],\nJenny Haggstrom [ctb],\nMark van der Laan [aut, ths]",
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      "title": "set outliers to min/max allowable values. It assumes x contains only numerical data",
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      "title": "General Template for Collaborative Targeted Maximum Likelihood Estimation",
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      "title": "Collaborative Targeted Maximum Likelihood Estimation for hyper-parameter tuning of LASSO",
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        "Installation",
        "Collaborative Targeted Maximum Likelihood Estimation",
        "C-TMLE for variable selection",
        "C-TMLE LASSO for model selection of LASSO",
        "Advanced topic: the general template of C-TMLE",
        "Citation",
        "References",
        "C-TMLE LASSO and C-TMLE for Model Selection",
        "Scalable Discrete C-TMLE with Pre-ordering",
        "Discrete C-TMLE with Greedy Search",
        "General Template of C-TMLE"
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      "modified": "2019-11-18 01:32:47",
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