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WISHLIST.md

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(UPDATE THIS)

Quick wishlist for possible future additions:

  • Expand the hdfe.ado algorithm, so that we can switch between the current algorithm, the one in Somaini & Wolak (for the low-dimensional FEs), and the one by Mittag (c.g., for an initial acceleration).
  • If what we want is speed, nothing would gain rewriting the core algorithm in C and even CUDA/GPU. However, that is extremely low on the list of things I'm interested in doing (and I also don't know CUDA).
  • Add core() support for OSX/Linux. One problem is that there is no easy way to run winexec on terminal. Maybe we can switch to -parallel- entirely, but that may require some rewriting.
  • Maybe we can implement a test for the FEs under robust/cluster with the robustified hausman. See explanation of xtoverid (Hansen J)
  • Add a more thorough discussion on the possible identification issues. Maybe as a PDF
  • Implement -bootstrap- option in DoF estimation
  • Calculate exact DoF adjustment for 3+ HDFEs (note: not a problem with cluster VCE when one FE is nested within the cluster). Note: Paulo Guimaraes has worked on this, as well as Simen Gaure with lfe (and a few emails received have discussions on the topic).
  • Allow a simpler way to replicate -suest-