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  "Date": "2024-08-25",
  "Title": "Structural Equation Models",
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  "Description": "Functions for fitting general linear structural equation\nmodels (with observed and latent variables) using the RAM\napproach, and for fitting structural equations in\nobserved-variable models by two-stage least squares.",
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  "_exports": [
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    "boot.sem",
    "bootSem",
    "CAIC",
    "cfa",
    "classifyVariables",
    "combineModels",
    "cov2raw",
    "fscores",
    "math",
    "miSem",
    "mod.indices",
    "modIndices",
    "msemObjectiveGLS",
    "msemObjectiveML",
    "msemObjectiveML2",
    "msemOptimizerNlm",
    "multigroupModel",
    "normalized.residuals",
    "normalizedResiduals",
    "objectiveFIML",
    "objectiveFIML2",
    "objectiveGLS",
    "objectiveGLS2",
    "objectiveML",
    "objectiveML2",
    "optimizerMsem",
    "optimizerNlm",
    "optimizerNlminb",
    "optimizerOptim",
    "optimizerSem",
    "path.diagram",
    "pathDiagram",
    "ram",
    "raw.moments",
    "rawMoments",
    "read.moments",
    "readMoments",
    "removeRedundantPaths",
    "sem",
    "specify.model",
    "specifyEquations",
    "specifyModel",
    "standardized.coefficients",
    "standardized.residuals",
    "standardizedCoefficients",
    "standardizedResiduals",
    "startvalues",
    "startvalues2",
    "std.coef",
    "stdCoef",
    "tsls"
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      "title": "Bollen's Data on Industrialization and Political Democracy",
      "object": "Bollen",
      "class": [
        "data.frame"
      ],
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        "y1",
        "y2",
        "y3",
        "y4",
        "y5",
        "y6",
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        "y8",
        "x1",
        "x2",
        "x3"
      ],
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      "table": true,
      "tojson": true
    },
    {
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      "title": "Variables from the 1997 Canadian National Election Study",
      "object": "CNES",
      "class": [
        "data.frame"
      ],
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        "MBSA2",
        "MBSA7",
        "MBSA8",
        "MBSA9"
      ],
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    },
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      "class": [
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      ],
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        "Gender",
        "grade",
        "agey",
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        "school",
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        "deduct",
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        "problemr",
        "series",
        "arithmet",
        "paperrev",
        "flagssub"
      ],
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      "table": true,
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      "title": "Klein's Data on the U. S. Economy",
      "object": "Klein",
      "class": [
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        "C",
        "P",
        "Wp",
        "I",
        "K.lag",
        "X",
        "Wg",
        "G",
        "T"
      ],
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      "table": true,
      "tojson": true
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      "name": "Kmenta",
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      "object": "Kmenta",
      "class": [
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      ],
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        "Q",
        "P",
        "D",
        "F",
        "A"
      ],
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      "table": true,
      "tojson": true
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      "name": "Tests",
      "title": "Six Mental Tests",
      "object": "Tests",
      "class": [
        "data.frame"
      ],
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        "x2",
        "x3",
        "y1",
        "y2",
        "y3"
      ],
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      "table": true,
      "tojson": true
    }
  ],
  "_help": [
    {
      "page": "Bollen",
      "title": "Bollen's Data on Industrialization and Political Democracy",
      "topics": [
        "Bollen"
      ]
    },
    {
      "page": "bootSem",
      "title": "Bootstrap a Structural Equation Model",
      "topics": [
        "bootSem",
        "bootSem.msem",
        "bootSem.sem",
        "print.bootsem",
        "print.summary.bootsem",
        "summary.bootsem"
      ]
    },
    {
      "page": "CNES",
      "title": "Variables from the 1997 Canadian National Election Study",
      "topics": [
        "CNES"
      ]
    },
    {
      "page": "effects",
      "title": "Total, Direct, and Indirect Effects for Structural Equation Models",
      "topics": [
        "effects.msem",
        "effects.sem",
        "print.semeffects",
        "print.semeffectsList"
      ]
    },
    {
      "page": "fscores",
      "title": "Factor Scores for Latent Variables",
      "topics": [
        "fscores",
        "fscores.msem",
        "fscores.sem"
      ]
    },
    {
      "page": "HS.data",
      "title": "Holizinger and Swineford's Data",
      "topics": [
        "HS.data"
      ]
    },
    {
      "page": "information.criteria",
      "title": "Additional Information Criteria",
      "topics": [
        "AICc",
        "CAIC",
        "information.criteria"
      ]
    },
    {
      "page": "Klein",
      "title": "Klein's Data on the U. S. Economy",
      "topics": [
        "Klein"
      ]
    },
    {
      "page": "Kmenta",
      "title": "Partly Artificial Data on the U. S. Economy",
      "topics": [
        "Kmenta"
      ]
    },
    {
      "page": "miSem",
      "title": "Estimate a Structural Equation Model By Multiple Imputation",
      "topics": [
        "miSem",
        "miSem.semmod",
        "miSem.semmodList",
        "print.miSem",
        "summary.miSem"
      ]
    },
    {
      "page": "ML.methods",
      "title": "Methods for sem Objects Fit Using the 'objectiveML', 'objectiveGLS', 'objectiveFIML', 'msemObjectiveML', and 'msemObjectiveGLS' Objective Functions",
      "topics": [
        "AIC.msemObjectiveML",
        "AIC.objectiveFIML",
        "AIC.objectiveML",
        "AICc.msemObjectiveML",
        "AICc.objectiveFIML",
        "AICc.objectiveML",
        "anova.msemObjectiveML",
        "anova.objectiveFIML",
        "anova.objectiveML",
        "BIC.msemObjectiveML",
        "BIC.objectiveFIML",
        "BIC.objectiveML",
        "CAIC.objectiveFIML",
        "CAIC.objectiveML",
        "deviance.msemObjectiveML",
        "deviance.objectiveFIML",
        "deviance.objectiveML",
        "GLS.methods",
        "logLik.msemObjectiveML",
        "logLik.objectiveFIML",
        "logLik.objectiveML",
        "ML.methods",
        "print.msemObjectiveGLS",
        "print.msemObjectiveML",
        "print.objectiveFIML",
        "print.objectiveGLS",
        "print.objectiveML",
        "print.summary.objectiveML",
        "summary.msemObjectiveGLS",
        "summary.msemObjectiveML",
        "summary.objectiveFIML",
        "summary.objectiveGLS",
        "summary.objectiveML"
      ]
    },
    {
      "page": "modIndices",
      "title": "Modification Indices for Structural Equation Models",
      "topics": [
        "modIndices",
        "modIndices.msemObjectiveML",
        "modIndices.objectiveML",
        "print.modIndices",
        "print.msemModIndices",
        "summary.modIndices",
        "summary.msemModIndices"
      ]
    },
    {
      "page": "objective.functions",
      "title": "sem Objective-Function Builders",
      "topics": [
        "msemObjectiveGLS",
        "msemObjectiveML",
        "msemObjectiveML2",
        "objective.functions",
        "objectiveFIML",
        "objectiveFIML2",
        "objectiveGLS",
        "objectiveGLS2",
        "objectiveML",
        "objectiveML2"
      ]
    },
    {
      "page": "optimizers",
      "title": "sem Optimizers",
      "topics": [
        "msemOptimizerNlm",
        "optimizerMsem",
        "optimizerNlm",
        "optimizerNlminb",
        "optimizerOptim",
        "optimizers",
        "optimizerSem"
      ]
    },
    {
      "page": "pathDiagram",
      "title": "Draw Path Diagram",
      "topics": [
        "math",
        "pathDiagram",
        "pathDiagram.sem",
        "pathDiagram.semmod"
      ]
    },
    {
      "page": "ram",
      "title": "RAM Matrix for a Structural-Equation Model",
      "topics": [
        "ram"
      ]
    },
    {
      "page": "rawMoments",
      "title": "Compute Raw Moments Matrix",
      "topics": [
        "cov2raw",
        "print.rawmoments",
        "rawMoments",
        "rawMoments.default",
        "rawMoments.formula"
      ]
    },
    {
      "page": "readMoments",
      "title": "Input a Covariance, Correlation, or Raw Moment Matrix",
      "topics": [
        "readMoments"
      ]
    },
    {
      "page": "residuals",
      "title": "Residual Covariances for a Structural Equation Model",
      "topics": [
        "normalizedResiduals",
        "normalizedResiduals.msemObjectiveML",
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