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funcharts v1.2.0

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@capezza capezza released this 16 Sep 14:26
· 96 commits to main since this release
  • improved backward compatibility, funcharts now depends on an older version of R, i.e., >3.6.0 instead of >4.0.0
  • fof_pc() now is much faster especially when the number of basis functions of the functional coefficient is large since the tensor product has been vectorized.
  • the argument seed has been deprecated in all functions, so that reproducibility is achieved by setting externally a seed with set.seed(), as it is commonly done in R.
  • sim_funcharts() simulates data sets automatically using the function simulate_mfd(). The only input required is the sample size for the Phase I, tuning and Phase II data sets.
  • control_charts_pca() allows automatic selection of components.
  • get_mfd_list() and get_mfd_array(), with the corresponding real time versions, are now much faster.
  • cross-validation in scalar-on-function regression is now much faster, since the for loop is avoided
  • inner products are more precise and much faster, because they rely on the pre-computed inner products of the B-spline basis functions, calculated via inprod.bspline().
  • argument seed is deprecated in all functions. Instead, a seed must be set before calling the functions by using set.seed().