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mhunter1 / dynr

Dynamic Modeling in R
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New ideas for summer 2023!!! #275

Open symiin opened 1 year ago

symiin commented 1 year ago
  1. Automating individual model fitting
  2. Automating VAR
  3. Automating leave-one out model fitting and getting residuals for construction of diagnostic statistics
  4. Extending dynr.taste to work with dynr.formula for nonlinear discrete-time dynamic models (Meng’s IMPS – Compare dynr.taste to Laura Bringmann’s pointwise IC approach for detecting “outliers”)
  5. Extending dynr.taste to work with dynr.formula for nonlinear continuous-time dynamic models
  6. Getting reliability discrete-time models
  7. Getting reliability for continuous-time models
  8. Monte Carlo CIs for different models – starting with the VAR model (Jek)
  9. Power analysis (dynr.aperitiv)
  10. Mixture dynamic analysis emxStateSpaceMixtureModel https://search.r-project.org/CRAN/refmans/EasyMx/html/emxStateSpaceMixtureModel.html https://osf.io/9zwfd https://osf.io/p82bv
  11. Specifying covariance function as formula