Construct objective functions with derivatives based on a compiled C++ template.
Create minimal R-code corresponding to a cpp template.
Convert estimates to original list format.
Compile a C++ template to DLL suitable for MakeADFun.
Get or set internal configuration variables
Source R-script through gdb to get backtrace.
Calculate one-step-ahead (OSA) residuals for a latent variable model.
Precompile the TMB library in order to speed up compilation of templates.
[BETA VERSION] Draw MCMC samples from a model posterior using a Hamiltonian sampler.
[BETA VERSION] Draw MCMC samples from a model posterior using the No-U-Turn (NUTS) sampler with dual averaging.
[BETA VERSION] Draw MCMC samples from a model posterior using a Random Walk Metropolis (RWM) sampler.