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  "Title": "Maximum Penalized Likelihood Estimation with Extended Lasso\nPenalty",
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  "Date": "2022-05-13",
  "Author": "B N Mandal <mandal.stat@gmail.com> and Jun Ma\n<jun.ma@mq.edu.au>",
  "Maintainer": "B N Mandal <mandal.stat@gmail.com>",
  "Description": "Estimates coefficients of extended LASSO penalized linear\nregression and generalized linear models. Currently lasso and\nelastic net penalized linear regression and generalized linear\nmodels are considered. This package currently utilizes an\naccurate approximation of L1 penalty and then a modified Jacobi\nalgorithm to estimate the coefficients. There is provision for\nplotting of the solutions and predictions of coefficients at\ngiven values of lambda. This package also contains functions\nfor cross validation to select a suitable lambda value given\nthe data. Also provides a function for estimation in fused\nlasso penalized linear regression. For more details, see\nMandal, B. N.(2014). Computational methods for L1 penalized GLM\nmodel fitting, unpublished report submitted to Macquarie\nUniversity, NSW, Australia.",
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  "Date/Publication": "2022-05-13 07:50:08 UTC",
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    "cv.binomial",
    "cv.extlasso",
    "cv.normal",
    "cv.poisson",
    "extlasso",
    "extlasso.binom.lambda",
    "extlasso.binomial",
    "extlasso.norm.lambda",
    "extlasso.normal",
    "extlasso.pois.lambda",
    "extlasso.poisson",
    "fl.lambda",
    "fold",
    "fusedlasso",
    "kfold",
    "msefun.binomial",
    "msefun.normal",
    "msefun.poisson",
    "plot.extlasso",
    "predict.extlasso"
  ],
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      "page": "coef.extlasso",
      "title": "Extract coefficients from a fitted extlasso object",
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    },
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      "page": "cv.extlasso",
      "title": "k-fold cross validation for penalized generalized linear models for normal/binomial/poisson family",
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      ]
    },
    {
      "page": "extlasso",
      "title": "Entire regularization path of penalized generalized linear model for normal/binomial/poisson family using modified Jacobi Algorithm",
      "topics": [
        "extlasso"
      ]
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    {
      "page": "fusedlasso",
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      "topics": [
        "plot.extlasso"
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    },
    {
      "page": "predict.extlasso",
      "title": "Prediction of coefficients of a penalized linear regression or generalized linear models",
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      ]
    }
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