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  "Date": "2025-08-26",
  "Title": "Semiparametric Least Squares Inference for Causal Effects",
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    "print.cslseFit",
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    "print.slseFit",
    "print.slseKnots",
    "print.summary.cslse",
    "print.summary.cslseFit",
    "print.summary.slseFit",
    "selSLSE",
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    "slseKnots",
    "slseModel",
    "summary.cslse",
    "summary.cslseFit",
    "summary.slseFit"
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      "tojson": true
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      ],
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        "U01",
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    },
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      "table": true,
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      "title": "Simulated Data.",
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      ],
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      "table": true,
      "tojson": true
    },
    {
      "name": "simDat5",
      "title": "Simulated Data",
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      "class": [
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      ],
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        "Y1",
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      ],
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      "table": true,
      "tojson": true
    }
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    {
      "page": "altCausal",
      "title": "Alternative Causal Effect estimation methods.",
      "topics": [
        "altCausal",
        "ipw",
        "LLmatching",
        "matching"
      ]
    },
    {
      "page": "asModel",
      "title": "Converter into Model Objects",
      "topics": [
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        "as.model.cslse",
        "as.model.cslseFit",
        "as.model.slseFit"
      ]
    },
    {
      "page": "causalSLSE",
      "title": "Causal Effect Based on Semiparametric Least Squares Models",
      "topics": [
        "causalSLSE",
        "causalSLSE.cslseFit",
        "causalSLSE.cslseModel",
        "causalSLSE.formula"
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      "title": "Semiparametric Least Squares Estimator Model",
      "topics": [
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        "slseModel"
      ]
    },
    {
      "page": "estSLSE",
      "title": "Least Squares Estimate of 'cslseModel' or 'slseModel' Objects",
      "topics": [
        "estSLSE",
        "estSLSE.cslseModel",
        "estSLSE.slseModel"
      ]
    },
    {
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        "extract,cslse-method",
        "extract,slseFit-method",
        "extract.cslse",
        "extract.slseFit"
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    },
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      "title": "Local Linear Splines Generator for Model Objects",
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        "llSplines.cslseModel",
        "llSplines.slseModel"
      ]
    },
    {
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      "title": "Lalonde Subsample of the National Supported Work Demonstration Data (NSW)",
      "topics": [
        "nsw"
      ]
    },
    {
      "page": "plot",
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        "plot.cslseFit",
        "plot.slseFit"
      ]
    },
    {
      "page": "predict",
      "title": "Outcome Prediction",
      "topics": [
        "predict.cslseFit",
        "predict.slseFit"
      ]
    },
    {
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      "title": "Print Methods",
      "topics": [
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        "print.cslseFit",
        "print.cslseModel",
        "print.slseFit",
        "print.slseKnots",
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        "print.summary.cslseFit",
        "print.summary.slseFit"
      ]
    },
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        "selSLSE.cslseModel",
        "selSLSE.slseModel"
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    },
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        "simDat1"
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    },
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        "simDat2"
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    },
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      "title": "Simulated Data",
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        "simDat3"
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    },
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      "page": "simDat4",
      "title": "Simulated Data.",
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    },
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      "topics": [
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        "summary.cslseFit",
        "summary.slseFit"
      ]
    },
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      "title": "Update Methods",
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        "update.slseKnots",
        "update.slseModel"
      ]
    }
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      "source": "causalSLSE.Rmd",
      "filename": "causalSLSE.html",
      "title": "Semiparametric Least Squares Inference for Causal Effects with R",
      "author": "Pierre Chausse^[University of Waterloo, pchausse@uwaterloo.ca], Mihai Giurcanu^[University of Chicago, giurcanu@uchicago.edu], Marinela Capanu^[Memorial Sloan Kettering Cancer Center, capanum@mskcc.org], George Luta^[Georgetown University, George.luta@georgetown.edu]",
      "engine": "knitr::rmarkdown",
      "headings": [
        "Introduction \\label",
        "The causalSLSE package \\label",
        "The Semiparametric LSE model",
        "The starting knots \\label",
        "Creating a SLSE model \\label",
        "Selecting the knots manually \\label",
        "Methods for slseModel objects \\label",
        "The causal-SLSE model (cslseModel) \\label",
        "Setting the knots manually \\label",
        "Estimating the model \\label",
        "The predict method \\label",
        "The plot method \\label",
        "Factors, interactions and functions of confounders \\label",
        "Optimal selection of the knots \\label",
        "Selection for slseModel versus cslseModel objects",
        "Selections saved in slseModel objects.",
        "Select a saved selection with update",
        "The causalSLSE method for cslseFit objects \\label",
        "The extract method  \\label",
        "The causalSLSE method for cslseModel objects  \\label",
        "The causalSLSE method for formula objects  \\label",
        "Examples \\label",
        "A simulated data set from Model 1  \\label",
        "A simulated data set from Model 2 \\label",
        "A simulated data set from Model 3 \\label",
        "A simulated data set with product terms \\label",
        "Summary of methods and objects \\label",
        "Experiments (to be removed before publishing)",
        "References"
      ],
      "created": "2024-01-18 02:40:10",
      "modified": "2025-08-26 16:41:52",
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