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NEWS.md

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mvtboost 0.4.4

  • mvtb.covex now estimates the covariance explained matrix, it is not estimated by default
  • Arguments in mvtb correspond directly to gbm
  • Tests are more flexible, maintainable, have improved coverage
  • Documentation for several functions has been simplified
  • mvtb.fit is now exported
  • Any distribution can be any supported by mvtb, but covariance explained can only be estimated when distribution=gaussian

mvtboost 0.4

  • Added mvtb.covex that directly returns the covariance explained matrix.
  • mvtb.plot gains return.grid argument to return gbm grid that is used for plotting
  • Documentation of functions improved, using more \code{} statements, among other things
  • Tests for summary functions improved
  • Revised package vignettes
  • corrected order of variable names for 'age', 'educ' and 'income' in wellbeing data
  • mvtb.heat gains a dec argument to specify the number of digits after the decimal to plot
  • example in ?mvtboost has been updated to produce a cleaner plot

mvtboost 0.3

  • Added wellbeing data and vignette
  • Improved documentation for mvtb, and other functions
  • mvtb.summary gains a covex argument if covex is not wanted
  • predict now drops unnecessary dimensions
  • cluster.covex becomes mvtb.cluster, a more generic way to cluster any table. obtains a 'plot' argument, a call to mvtb.heat
  • heat.covex becomes mvtb.heat, a generic way to heatmap any table (e.g. covex or relative influence). Has better plotting defaults to allow room for y-axis labels. Gets cexRow,cexCol arguments, with sensible defaults. Clustering can also be turned off by setting clust.method=NULL.
  • mvtb.perspec plots variable names by default, gets ylab, xlab, zlab arguments
  • fixed weighting influence bug in mvtb

mvtboost 0.2.2

  • Corrected biased estimates for covex. Required a small correction factor: 1+(1-shrinkage)
  • Added tests to verify correctness of this estimate

mvtboost 0.2.0

  • Added vignette
  • First stable release.