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        "XXL.VLDL.TG"
      ],
      "rows": 140,
      "table": true,
      "tojson": true
    },
    {
      "name": "PrCa.lipids.pvalue.gwas",
      "title": "Real data for selecting the metabolites for the risk of prostate cancer",
      "object": "PrCa.lipids",
      "class": [
        "data.frame"
      ],
      "fields": [
        "p_AcAce",
        "p_Ace",
        "p_Ala",
        "p_Alb",
        "p_ApoA1",
        "p_ApoB",
        "p_Cit",
        "p_Crea",
        "p_Est.C",
        "p_Glc",
        "p_Gln",
        "p_Glol",
        "p_Gly",
        "p_HDL.C",
        "p_HDL.D",
        "p_His",
        "p_IDL.C",
        "p_IDL.TG",
        "p_Ile",
        "p_L.HDL.C",
        "p_L.VLDL.C",
        "p_L.VLDL.TG",
        "p_Lac",
        "p_LDL.C",
        "p_LDL.D",
        "p_Leu",
        "p_M.HDL.C",
        "p_M.VLDL.C",
        "p_M.VLDL.TG",
        "p_Phe",
        "p_Pyr",
        "p_S.HDL.TG",
        "p_S.LDL.C",
        "p_S.VLDL.C",
        "p_S.VLDL.TG",
        "p_Serum.C",
        "p_Serum.TG",
        "p_SM",
        "p_Tot.FA",
        "p_TotPG",
        "p_Tyr",
        "p_Urea",
        "p_Val",
        "p_VLDL.D",
        "p_XL.HDL.C",
        "p_XL.HDL.TG",
        "p_XL.VLDL.TG",
        "p_XS.VLDL.TG",
        "p_XXL.VLDL.TG"
      ],
      "rows": 140,
      "table": true,
      "tojson": true
    },
    {
      "name": "PrCa.lipids.rsid",
      "title": "Real data for selecting the metabolites for the risk of prostate cancer",
      "object": "PrCa.lipids",
      "class": [
        "character"
      ],
      "fields": [],
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      "tojson": true
    },
    {
      "name": "Simulation.Amatrix",
      "title": "Simulation data for EN-hJAM",
      "object": "ENhJAM.SimulationSet",
      "class": [
        "matrix",
        "array"
      ],
      "fields": [
        "Gene1",
        "Gene2",
        "Gene3",
        "Gene4",
        "Gene5",
        "Gene6",
        "Gene7",
        "Gene8",
        "Gene9",
        "Gene10",
        "Gene11",
        "Gene12",
        "Gene13",
        "Gene14",
        "Gene15",
        "Gene16",
        "Gene17",
        "Gene18",
        "Gene19",
        "Gene20",
        "Gene21",
        "Gene22",
        "Gene23",
        "Gene24",
        "Gene25",
        "Gene26",
        "Gene27",
        "Gene28",
        "Gene29",
        "Gene30",
        "Gene31",
        "Gene32",
        "Gene33",
        "Gene34",
        "Gene35",
        "Gene36",
        "Gene37",
        "Gene38",
        "Gene39",
        "Gene40",
        "Gene41",
        "Gene42",
        "Gene43",
        "Gene44",
        "Gene45",
        "Gene46",
        "Gene47",
        "Gene48",
        "Gene49",
        "Gene50"
      ],
      "rows": 300,
      "table": true,
      "tojson": true
    },
    {
      "name": "Simulation.betas.gwas",
      "title": "Simulation data for EN-hJAM",
      "object": "ENhJAM.SimulationSet",
      "class": [
        "numeric"
      ],
      "fields": [],
      "table": false,
      "tojson": true
    },
    {
      "name": "Simulation.betas.se.gwas",
      "title": "Simulation data for EN-hJAM",
      "object": "ENhJAM.SimulationSet",
      "class": [
        "numeric"
      ],
      "fields": [],
      "table": false,
      "tojson": true
    },
    {
      "name": "Simulation.Geno",
      "title": "Simulation data for EN-hJAM",
      "object": "ENhJAM.SimulationSet",
      "class": [
        "matrix",
        "array"
      ],
      "fields": {},
      "rows": 500,
      "table": true,
      "tojson": true
    },
    {
      "name": "Simulation.maf.gwas",
      "title": "Simulation data for EN-hJAM",
      "object": "ENhJAM.SimulationSet",
      "class": [
        "numeric"
      ],
      "fields": [],
      "table": false,
      "tojson": true
    }
  ],
  "_help": [
    {
      "page": "EN.hJAM",
      "title": "Elastic net hJAM",
      "topics": [
        "EN.hJAM"
      ]
    },
    {
      "page": "ENhJAM.SimulationSet",
      "title": "Simulation data for EN-hJAM",
      "topics": [
        "ENhJAM.SimulationSet",
        "Simulation.Amatrix",
        "Simulation.betas.gwas",
        "Simulation.betas.se.gwas",
        "Simulation.Geno",
        "Simulation.maf.gwas"
      ]
    },
    {
      "page": "get_XtX",
      "title": "Get transformed statistics: XtX",
      "topics": [
        "get_XtX"
      ]
    },
    {
      "page": "get_yty",
      "title": "Get transformed statistics: yty",
      "topics": [
        "get_yty"
      ]
    },
    {
      "page": "get_z",
      "title": "Get transformed statistics: z, or Xty",
      "topics": [
        "get_z"
      ]
    },
    {
      "page": "GTEx.PrCa",
      "title": "Real data for selecting the genes on chromosome 10 for the risk of prostate cancer",
      "topics": [
        "GTEx.PrCa",
        "GTEx.PrCa.Amatrix",
        "GTEx.PrCa.betas.gwas",
        "GTEx.PrCa.betas.se.gwas",
        "GTEx.PrCa.Geno",
        "GTEx.PrCa.inclusion.indicator",
        "GTEx.PrCa.IVWmarginal.A",
        "GTEx.PrCa.maf.gwas",
        "GTEx.PrCa.marginal.A",
        "GTEx.PrCa.marginal.A.se",
        "GTEx.PrCa.marginal.selected",
        "GTEx.PrCa.pvalues.gwas",
        "GTEx.PrCa.rsid"
      ]
    },
    {
      "page": "hJAM",
      "title": "hJAM Fit hJAM with linear regression",
      "topics": [
        "hJAM"
      ]
    },
    {
      "page": "hJAM_egger",
      "title": "hJAM_egger Fit hJAM with Egger regression",
      "topics": [
        "hJAM_egger"
      ]
    },
    {
      "page": "JAM_A",
      "title": "Compute conditional A matrix",
      "topics": [
        "JAM_A"
      ]
    },
    {
      "page": "JAM_alphas",
      "title": "Compute conditional alphas",
      "topics": [
        "JAM_alphas"
      ]
    },
    {
      "page": "LogisticToLinearEffects",
      "title": "Transform log odds ratios to linear effects",
      "topics": [
        "LogisticToLinearEffects"
      ]
    },
    {
      "page": "MI",
      "title": "Example data of hJAM",
      "topics": [
        "MI",
        "MI.Amatrix",
        "MI.betas.gwas",
        "MI.Geno",
        "MI.marginal.Amatrix",
        "MI.SNPs_info"
      ]
    },
    {
      "page": "mJAM_build_CS",
      "title": "Construct mJAM credible set based for selected index SNP",
      "topics": [
        "mJAM_build_CS"
      ]
    },
    {
      "page": "mJAM_Forward",
      "title": "Run mJAM with Forward Selection",
      "topics": [
        "mJAM_Forward"
      ]
    },
    {
      "page": "mJAM_get_condp",
      "title": "Get conditional p-value under mJAM model",
      "topics": [
        "mJAM_get_condp"
      ]
    },
    {
      "page": "mJAM_get_condp_selected",
      "title": "Get conditional p-value for selected (index SNPs) under mJAM model",
      "topics": [
        "mJAM_get_condp_selected"
      ]
    },
    {
      "page": "mJAM_get_PrM",
      "title": "Get Pr(Model) based on BF-type model probability",
      "topics": [
        "mJAM_get_PrM"
      ]
    },
    {
      "page": "mJAM_get_PrM_Wald",
      "title": "Get Pr(Model) based on Wald-type model probability",
      "topics": [
        "mJAM_get_PrM_Wald"
      ]
    },
    {
      "page": "mJAM_get_PrMed",
      "title": "Get Pr(Mediation) based on causal mediation models",
      "topics": [
        "mJAM_get_PrMed"
      ]
    },
    {
      "page": "mJAM_LDpruning",
      "title": "Pruning SNPs based on LD",
      "topics": [
        "mJAM_LDpruning"
      ]
    },
    {
      "page": "mJAM_SuSiE",
      "title": "Run mJAM with SuSiE",
      "topics": [
        "mJAM_SuSiE"
      ]
    },
    {
      "page": "mJAM_SuSiE_get_cs",
      "title": "Get and tidy SuSiE credible sets",
      "topics": [
        "mJAM_SuSiE_get_cs"
      ]
    },
    {
      "page": "output.format",
      "title": "Keep the output as three digits",
      "topics": [
        "output.format"
      ]
    },
    {
      "page": "PrCa.lipids",
      "title": "Real data for selecting the metabolites for the risk of prostate cancer",
      "topics": [
        "PrCa.lipids",
        "PrCa.lipids.Amatrix",
        "PrCa.lipids.betas.gwas",
        "PrCa.lipids.betas.se.gwas",
        "PrCa.lipids.Geno",
        "PrCa.lipids.maf.gwas",
        "PrCa.lipids.marginal.Amatrix",
        "PrCa.lipids.pvalue.gwas",
        "PrCa.lipids.rsid"
      ]
    },
    {
      "page": "print.ENhJAM",
      "title": "Print out for EN-hJAM",
      "topics": [
        "print.ENhJAM"
      ]
    },
    {
      "page": "print.hJAM",
      "title": "Print out for hJAM",
      "topics": [
        "print.hJAM"
      ]
    },
    {
      "page": "print.hJAM_egger",
      "title": "Print out for hJAM_egger",
      "topics": [
        "print.hJAM_egger"
      ]
    },
    {
      "page": "print.SHAJAM",
      "title": "Print out for SHA-JAM",
      "topics": [
        "print.SHAJAM"
      ]
    },
    {
      "page": "SHAJAM",
      "title": "SHA-JAM Fit SHA-JAM",
      "topics": [
        "SHAJAM"
      ]
    },
    {
      "page": "SNPs_heatmap",
      "title": "Heatmap for all the SNPs used in the analysis",
      "topics": [
        "SNPs_heatmap"
      ]
    },
    {
      "page": "SNPs_scatter_plot",
      "title": "Scatter plot for SNPs vs. one intermediate in the analysis",
      "topics": [
        "SNPs_scatter_plot"
      ]
    },
    {
      "page": "susie_get_posterior_mean_v2",
      "title": "Get SuSiE posterior mean",
      "topics": [
        "susie_get_posterior_mean_v2"
      ]
    },
    {
      "page": "susie_get_posterior_sd_v2",
      "title": "Get SuSiE posterior sd",
      "topics": [
        "susie_get_posterior_sd_v2"
      ]
    },
    {
      "page": "susieJAM_A",
      "title": "Compute conditional A using SuSiE JAM",
      "topics": [
        "susieJAM_A"
      ]
    },
    {
      "page": "susieJAM_alphas",
      "title": "Compute conditional alphas using SuSiE JAM",
      "topics": [
        "susieJAM_alphas"
      ]
    }
  ],
  "_readme": "https://github.com/uscbiostats/hjam/raw/HEAD/README.md",
  "_rundeps": [
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    "mixsqp",
    "pillar",
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    "vctrs",
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  "_vignettes": [
    {
      "source": "hJAM_vignette.Rmd",
      "filename": "hJAM_vignette.html",
      "title": "hJAM Vignette",
      "author": "Lai Jiang",
      "engine": "knitr::rmarkdown",
      "headings": [
        "Overview",
        "Implementation",
        "General input",
        "Get conditional $\\hat{A}$ matrix",
        "Example",
        "Data exploration",
        "Conversion of $\\hat{A}$ matrix",
        "hJAM",
        "Conclusion"
      ],
      "created": "2020-01-30 01:45:02",
      "modified": "2021-01-06 22:50:29",
      "commits": 3
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  "_score": 5.176091259055681,
  "_indexed": true,
  "_nocasepkg": "hjam",
  "_universes": [
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