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check_corr_matrix.hpp
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1 #ifndef STAN_MATH_PRIM_MAT_ERR_CHECK_CORR_MATRIX_HPP
2 #define STAN_MATH_PRIM_MAT_ERR_CHECK_CORR_MATRIX_HPP
3
4 #include <stan/math/prim/scal/err/domain_error.hpp>
5 #include <stan/math/prim/scal/err/check_positive_size.hpp>
6 #include <stan/math/prim/mat/err/check_pos_definite.hpp>
7 #include <stan/math/prim/mat/err/check_symmetric.hpp>
8 #include <stan/math/prim/scal/err/check_size_match.hpp>
9 #include <stan/math/prim/mat/err/constraint_tolerance.hpp>
10 #include <stan/math/prim/mat/fun/Eigen.hpp>
11 #include <stan/math/prim/mat/meta/index_type.hpp>
12 #include <stan/math/prim/scal/meta/error_index.hpp>
13 #include <sstream>
14 #include <string>
15
16 namespace stan {
17
18 namespace math {
43 template <typename T_y>
44 inline bool
45 check_corr_matrix(
46 const char* function,
47 const char* name,
48 const Eigen::Matrix<T_y, Eigen::Dynamic, Eigen::Dynamic>& y
49 ) {
50 using Eigen::Matrix;
51 using stan::math::index_type;
52
53 typedef typename index_type<Matrix<
54 T_y, Eigen::Dynamic, Eigen::Dynamic> >::type size_t;
55
56 check_size_match(function,
57 "Rows of correlation matrix", y.rows(),
58 "columns of correlation matrix", y.cols());
59 check_positive_size(function, name, "rows", y.rows());
60 check_symmetric(function, "y", y);
61
62 for (size_t k = 0; k < y.rows(); ++k) {
63 if (!(fabs(y(k, k) - 1.0) <= CONSTRAINT_TOLERANCE)) {
64 std::ostringstream msg;
65 msg << "is not a valid correlation matrix. "
66 << name << "(" << stan::error_index::value + k
67 << "," << stan::error_index::value + k
68 << ") is ";
69 std::string msg_str(msg.str());
70 domain_error(function, name, y(k, k),
71 msg_str.c_str(),
72 ", but should be near 1.0");
73 return false;
74 }
75 }
76 stan::math::check_pos_definite(function, "y", y);
77 return true;
78 }
79
80 }
81 }
82 #endif
stan::math::fabs
fvar< T > fabs(const fvar< T > &x)
Definition: fabs.hpp:14
check_size_match.hpp
stan::math::check_positive_size
bool check_positive_size(const char *function, const char *name, const char *expr, const int size)
Return true if size is positive.
Definition: check_positive_size.hpp:23
stan
Definition: log_sum_exp.hpp:8
constraint_tolerance.hpp
check_symmetric.hpp
stan::math::CONSTRAINT_TOLERANCE
const double CONSTRAINT_TOLERANCE
The tolerance for checking arithmetic bounds In rank and in simplexes.
Definition: constraint_tolerance.hpp:11
stan::math::index_type
Primary template class for the metaprogram to compute the index type of a container.
Definition: index_type.hpp:19
index_type.hpp
stan::error_index::value
Definition: error_index.hpp:7
stan::math::check_size_match
bool check_size_match(const char *function, const char *name_i, T_size1 i, const char *name_j, T_size2 j)
Return true if the provided sizes match.
Definition: check_size_match.hpp:30
stan::math::domain_error
void domain_error(const char *function, const char *name, const T &y, const char *msg1, const char *msg2)
Throw a domain error with a consistently formatted message.
Definition: domain_error.hpp:32
Eigen.hpp
stan::math::check_corr_matrix
bool check_corr_matrix(const char *function, const char *name, const Eigen::Matrix< T_y, Eigen::Dynamic, Eigen::Dynamic > &y)
Return true if the specified matrix is a valid correlation matrix.
Definition: check_corr_matrix.hpp:45
stan::math::check_pos_definite
bool check_pos_definite(const char *function, const char *name, const Eigen::Matrix< T_y, Eigen::Dynamic, Eigen::Dynamic > &y)
Return true if the specified square, symmetric matrix is positive definite.
Definition: check_pos_definite.hpp:37
domain_error.hpp
error_index.hpp
stan::math::check_symmetric
bool check_symmetric(const char *function, const char *name, const Eigen::Matrix< T_y, Eigen::Dynamic, Eigen::Dynamic > &y)
Return true if the specified matrix is symmetric.
Definition: check_symmetric.hpp:37
check_positive_size.hpp
check_pos_definite.hpp

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