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  "Package": "mvMISE",
  "Title": "A General Framework of Multivariate Mixed-Effects Selection\nModels",
  "Version": "1.0",
  "Date": "2018-06-04",
  "Author": "Jiebiao Wang and Lin S. Chen",
  "Maintainer": "Jiebiao Wang <randel.wang@gmail.com>",
  "Description": "Offers a general framework of multivariate mixed-effects\nmodels for the joint analysis of multiple correlated outcomes\nwith clustered data structures and potential missingness\nproposed by Wang et al. (2018)\n<doi:10.1093/biostatistics/kxy022>. The missingness of outcome\nvalues may depend on the values themselves (missing not at\nrandom and non-ignorable), or may depend on only the covariates\n(missing at random and ignorable), or both. This package\nprovides functions for two models: 1) mvMISE_b() allows\ncorrelated outcome-specific random intercepts with a\nfactor-analytic structure, and 2) mvMISE_e() allows the\ncorrelated outcome-specific error terms with a graphical lasso\npenalty on the error precision matrix. Both functions are\nmotivated by the multivariate data analysis on data with\nclustered structures from labelling-based quantitative\nproteomic studies. These models and functions can also be\napplied to univariate and multivariate analyses of clustered\ndata with balanced or unbalanced design and no missingness.",
  "License": "GPL",
  "URL": "https://github.com/randel/mvMISE",
  "BugReports": "https://github.com/randel/mvMISE/issues",
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  "Date/Publication": "2018-07-07 01:31:45 UTC",
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