compute_s2()

template<typename F , typename Theta , typename AMat , typename TupleArgs , typename Stream , require_eigen_vector_t< Theta > * = nullptr, require_tuple_t< TupleArgs > * = nullptr>

auto stan::math::laplace_likelihood::compute_s2 ( F &&  f, Theta &&  theta, AMat &&  A, int  hessian_block_size, TupleArgs &&  ll_args, Stream *  msgs  )

inline

A wrapper that accepts a tuple as arguments.

Template Parameters

F	Type of log likelhood function.
Theta	Type of latent Gaussian ba
TupleArgs	Type of arguments for covariance function.
Stream	Type of stream for messages.

Parameters

f	Log likelihood function.
theta	Latent Gaussian variable.
A	Matrix storing initial tangents for higher-order differentiation (line 21 in Algorithm 4, https://arxiv.org/pdf/2306.14976)
hessian_block_size	If Hessian of log likelihood w.r.t theta is block diagonal, size of block.
ll_args	Variadic arguments for likelihood function.
msgs	Streaming messages.

Definition at line 403 of file laplace_likelihood.hpp.