| /dports/math/py-pystan/pystan-2.19.0.0/pystan/stan/lib/stan_math/stan/math/prim/scal/prob/ |
| H A D | frechet_lpdf.hpp | 50 if (!include_summand<propto, T_y, T_shape, T_scale>::value) in frechet_lpdf()
54 scalar_seq_view<T_shape> alpha_vec(alpha); in frechet_lpdf()
59 T_shape> in frechet_lpdf()
62 if (include_summand<propto, T_shape>::value) in frechet_lpdf()
69 if (include_summand<propto, T_y, T_shape>::value) in frechet_lpdf()
76 if (include_summand<propto, T_shape, T_scale>::value) in frechet_lpdf()
87 T_partials_return, T_y, T_shape, T_scale> in frechet_lpdf()
99 if (include_summand<propto, T_shape>::value) in frechet_lpdf()
101 if (include_summand<propto, T_y, T_shape>::value) in frechet_lpdf()
103 if (include_summand<propto, T_shape, T_scale>::value) in frechet_lpdf()
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| H A D | weibull_lpdf.hpp | 60 if (!include_summand<propto, T_y, T_shape, T_scale>::value) in weibull_lpdf()
64 scalar_seq_view<T_shape> alpha_vec(alpha); in weibull_lpdf()
75 T_shape> in weibull_lpdf()
78 if (include_summand<propto, T_shape>::value) in weibull_lpdf()
85 if (include_summand<propto, T_y, T_shape>::value) in weibull_lpdf()
92 if (include_summand<propto, T_shape, T_scale>::value) in weibull_lpdf()
103 T_partials_return, T_y, T_shape, T_scale> in weibull_lpdf()
115 if (include_summand<propto, T_shape>::value) in weibull_lpdf()
117 if (include_summand<propto, T_y, T_shape>::value) in weibull_lpdf()
119 if (include_summand<propto, T_shape, T_scale>::value) in weibull_lpdf()
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| H A D | gamma_lpdf.hpp | 75 scalar_seq_view<T_shape> alpha_vec(alpha); in gamma_lpdf()
93 if (include_summand<propto, T_y, T_shape>::value) { in gamma_lpdf()
101 T_shape> in gamma_lpdf()
103 VectorBuilder<!is_constant_struct<T_shape>::value, T_partials_return, T_shape> in gamma_lpdf()
106 if (include_summand<propto, T_shape>::value) in gamma_lpdf()
108 if (!is_constant_struct<T_shape>::value) in gamma_lpdf()
115 if (include_summand<propto, T_shape, T_inv_scale>::value) { in gamma_lpdf()
125 if (include_summand<propto, T_shape>::value) in gamma_lpdf()
127 if (include_summand<propto, T_shape, T_inv_scale>::value) in gamma_lpdf()
129 if (include_summand<propto, T_y, T_shape>::value) in gamma_lpdf()
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| H A D | pareto_lpdf.hpp | 29 typename return_type<T_y, T_scale, T_shape>::type pareto_lpdf( in pareto_lpdf()
53 scalar_seq_view<T_shape> alpha_vec(alpha); in pareto_lpdf()
66 if (include_summand<propto, T_y, T_shape>::value) { in pareto_lpdf()
74 if (contains_nonconstant_struct<T_y, T_shape>::value) { in pareto_lpdf()
82 if (include_summand<propto, T_scale, T_shape>::value) { in pareto_lpdf()
88 T_shape> in pareto_lpdf()
90 if (include_summand<propto, T_shape>::value) { in pareto_lpdf()
97 if (include_summand<propto, T_shape>::value) in pareto_lpdf()
99 if (include_summand<propto, T_scale, T_shape>::value) in pareto_lpdf()
101 if (include_summand<propto, T_y, T_shape>::value) in pareto_lpdf()
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| H A D | inv_gamma_lpdf.hpp | 72 scalar_seq_view<T_shape> alpha_vec(alpha); in inv_gamma_lpdf()
93 if (include_summand<propto, T_y, T_shape>::value) in inv_gamma_lpdf()
101 T_shape> in inv_gamma_lpdf()
103 VectorBuilder<!is_constant_struct<T_shape>::value, T_partials_return, T_shape> in inv_gamma_lpdf()
106 if (include_summand<propto, T_shape>::value) in inv_gamma_lpdf()
108 if (!is_constant_struct<T_shape>::value) in inv_gamma_lpdf()
115 if (include_summand<propto, T_shape, T_scale>::value) { in inv_gamma_lpdf()
124 if (include_summand<propto, T_shape>::value) in inv_gamma_lpdf()
126 if (include_summand<propto, T_shape, T_scale>::value) in inv_gamma_lpdf()
128 if (include_summand<propto, T_y, T_shape>::value) in inv_gamma_lpdf()
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| H A D | neg_binomial_lpmf.hpp | 53 if (!include_summand<propto, T_shape, T_inv_scale>::value) in neg_binomial_lpmf()
60 scalar_seq_view<T_shape> alpha_vec(alpha); in neg_binomial_lpmf()
80 VectorBuilder<true, T_partials_return, T_inv_scale, T_shape> in neg_binomial_lpmf()
87 VectorBuilder<!is_constant_struct<T_shape>::value, T_partials_return, T_shape> in neg_binomial_lpmf()
89 if (!is_constant_struct<T_shape>::value) { in neg_binomial_lpmf()
97 if (!is_constant_struct<T_shape>::value) { in neg_binomial_lpmf()
103 T_shape, T_inv_scale> in neg_binomial_lpmf()
116 if (include_summand<propto, T_shape, T_inv_scale>::value) in neg_binomial_lpmf()
119 if (!is_constant_struct<T_shape>::value) in neg_binomial_lpmf()
126 if (include_summand<propto, T_shape>::value) in neg_binomial_lpmf()
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| H A D | pareto_type_2_lpdf.hpp | 28 typename T_shape>
31 const T_shape& alpha) { in pareto_type_2_lpdf()
58 scalar_seq_view<T_shape> alpha_vec(alpha); in pareto_type_2_lpdf()
82 T_shape> in pareto_type_2_lpdf()
84 if (include_summand<propto, T_shape>::value) { in pareto_type_2_lpdf()
89 VectorBuilder<!is_constant_struct<T_shape>::value, T_partials_return, T_shape> in pareto_type_2_lpdf()
91 if (!is_constant_struct<T_shape>::value) { in pareto_type_2_lpdf()
106 if (include_summand<propto, T_shape>::value) in pareto_type_2_lpdf()
110 if (include_summand<propto, T_y, T_scale, T_shape>::value) in pareto_type_2_lpdf()
120 if (!is_constant_struct<T_shape>::value) in pareto_type_2_lpdf()
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| H A D | neg_binomial_lccdf.hpp | 32 template <typename T_n, typename T_shape, typename T_inv_scale>
33 typename return_type<T_shape, T_inv_scale>::type neg_binomial_lccdf( in neg_binomial_lccdf()
34 const T_n& n, const T_shape& alpha, const T_inv_scale& beta) { in neg_binomial_lccdf()
36 typedef typename stan::partials_return_type<T_n, T_shape, T_inv_scale>::type in neg_binomial_lccdf()
50 scalar_seq_view<T_shape> alpha_vec(alpha); in neg_binomial_lccdf()
59 operands_and_partials<T_shape, T_inv_scale> ops_partials(alpha, beta); in neg_binomial_lccdf()
68 VectorBuilder<!is_constant_struct<T_shape>::value, T_partials_return, T_shape> in neg_binomial_lccdf()
70 VectorBuilder<!is_constant_struct<T_shape>::value, T_partials_return, T_shape> in neg_binomial_lccdf()
72 VectorBuilder<!is_constant_struct<T_shape>::value, T_partials_return, T_shape> in neg_binomial_lccdf()
75 if (!is_constant_struct<T_shape>::value) { in neg_binomial_lccdf()
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| H A D | neg_binomial_lcdf.hpp | 32 template <typename T_n, typename T_shape, typename T_inv_scale>
33 typename return_type<T_shape, T_inv_scale>::type neg_binomial_lcdf( in neg_binomial_lcdf()
34 const T_n& n, const T_shape& alpha, const T_inv_scale& beta) { in neg_binomial_lcdf()
36 typedef typename stan::partials_return_type<T_n, T_shape, T_inv_scale>::type in neg_binomial_lcdf()
50 scalar_seq_view<T_shape> alpha_vec(alpha); in neg_binomial_lcdf()
59 operands_and_partials<T_shape, T_inv_scale> ops_partials(alpha, beta); in neg_binomial_lcdf()
68 VectorBuilder<!is_constant_struct<T_shape>::value, T_partials_return, T_shape> in neg_binomial_lcdf()
70 VectorBuilder<!is_constant_struct<T_shape>::value, T_partials_return, T_shape> in neg_binomial_lcdf()
72 VectorBuilder<!is_constant_struct<T_shape>::value, T_partials_return, T_shape> in neg_binomial_lcdf()
75 if (!is_constant_struct<T_shape>::value) { in neg_binomial_lcdf()
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| /dports/math/stanmath/math-4.2.0/stan/math/prim/prob/ |
| H A D | loglogistic_lpdf.hpp | 44 T_y, T_scale, T_shape>* = nullptr>
45 return_type_t<T_y, T_scale, T_shape> loglogistic_lpdf(const T_y& y, in loglogistic_lpdf()
51 using T_shape_ref = ref_type_if_t<!is_constant<T_shape>::value, T_shape>; in loglogistic_lpdf()
72 if (!include_summand<propto, T_y, T_scale, T_shape>::value) { in loglogistic_lpdf()
101 if (include_summand<propto, T_scale, T_shape>::value) { in loglogistic_lpdf()
106 if (!is_constant_all<T_y, T_scale, T_shape>::value) { in loglogistic_lpdf()
110 + !is_constant_all<T_shape>::value in loglogistic_lpdf()
134 if (!is_constant_all<T_shape>::value) { in loglogistic_lpdf()
144 template <typename T_y, typename T_scale, typename T_shape>
145 inline return_type_t<T_y, T_scale, T_shape> loglogistic_lpdf( in loglogistic_lpdf()
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| H A D | frechet_lpdf.hpp | 30 T_y, T_shape, T_scale>* = nullptr>
31 return_type_t<T_y, T_shape, T_scale> frechet_lpdf(const T_y& y, in frechet_lpdf()
36 using T_alpha_ref = ref_type_t<T_shape>; in frechet_lpdf()
57 if (!include_summand<propto, T_y, T_shape, T_scale>::value) { in frechet_lpdf()
65 = to_ref_if<(include_summand<propto, T_y, T_shape>::value in frechet_lpdf()
69 = to_ref_if<!is_constant_all<T_y, T_shape, T_scale>::value>( in frechet_lpdf()
74 if (include_summand<propto, T_shape>::value) { in frechet_lpdf()
77 if (include_summand<propto, T_y, T_shape>::value) { in frechet_lpdf()
80 if (include_summand<propto, T_shape, T_scale>::value) { in frechet_lpdf()
84 if (!is_constant_all<T_shape>::value) { in frechet_lpdf()
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| H A D | weibull_lpdf.hpp | 39 T_y, T_shape, T_scale>* = nullptr>
40 return_type_t<T_y, T_shape, T_scale> weibull_lpdf(const T_y& y, in weibull_lpdf()
43 using T_partials_return = partials_return_t<T_y, T_shape, T_scale>; in weibull_lpdf()
45 using T_alpha_ref = ref_type_if_t<!is_constant<T_shape>::value, T_shape>; in weibull_lpdf()
67 if (!include_summand<propto, T_y, T_shape, T_scale>::value) { in weibull_lpdf()
86 = to_ref_if<!is_constant_all<T_y, T_shape, T_scale>::value>( in weibull_lpdf()
91 if (include_summand<propto, T_shape>::value) { in weibull_lpdf()
94 if (include_summand<propto, T_y, T_shape>::value) { in weibull_lpdf()
97 if (include_summand<propto, T_shape, T_scale>::value) { in weibull_lpdf()
105 if (!is_constant_all<T_shape>::value) { in weibull_lpdf()
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| H A D | pareto_lpdf.hpp | 24 template <bool propto, typename T_y, typename T_scale, typename T_shape,
26 T_y, T_scale, T_shape>* = nullptr>
27 return_type_t<T_y, T_scale, T_shape> pareto_lpdf(const T_y& y, in pareto_lpdf()
30 using T_partials_return = partials_return_t<T_y, T_scale, T_shape>; in pareto_lpdf()
33 using T_alpha_ref = ref_type_if_t<!is_constant<T_shape>::value, T_shape>; in pareto_lpdf()
53 if (!include_summand<propto, T_y, T_scale, T_shape>::value) { in pareto_lpdf()
65 if (include_summand<propto, T_shape>::value) { in pareto_lpdf()
68 if (include_summand<propto, T_y, T_shape>::value) { in pareto_lpdf()
83 if (include_summand<propto, T_scale, T_shape>::value) { in pareto_lpdf()
87 if (!is_constant_all<T_shape>::value) { in pareto_lpdf()
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| H A D | gamma_lpdf.hpp | 51 T_y, T_shape, T_inv_scale>* = nullptr>
52 return_type_t<T_y, T_shape, T_inv_scale> gamma_lpdf(const T_y& y, in gamma_lpdf()
57 using T_alpha_ref = ref_type_if_t<!is_constant<T_shape>::value, T_shape>; in gamma_lpdf()
78 if (!include_summand<propto, T_y, T_shape, T_inv_scale>::value) { in gamma_lpdf()
94 if (include_summand<propto, T_shape>::value) { in gamma_lpdf()
98 if (include_summand<propto, T_shape, T_inv_scale>::value) { in gamma_lpdf()
102 if (!is_constant_all<T_shape>::value) { in gamma_lpdf()
106 if (include_summand<propto, T_y, T_shape>::value) { in gamma_lpdf()
122 template <typename T_y, typename T_shape, typename T_inv_scale>
123 inline return_type_t<T_y, T_shape, T_inv_scale> gamma_lpdf( in gamma_lpdf()
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| H A D | inv_gamma_lpdf.hpp | 43 T_y, T_shape, T_scale>* = nullptr>
44 return_type_t<T_y, T_shape, T_scale> inv_gamma_lpdf(const T_y& y, in inv_gamma_lpdf()
49 using T_alpha_ref = ref_type_if_t<!is_constant<T_shape>::value, T_shape>; in inv_gamma_lpdf()
70 if (!include_summand<propto, T_y, T_shape, T_scale>::value) { in inv_gamma_lpdf()
85 if (include_summand<propto, T_shape>::value) { in inv_gamma_lpdf()
88 if (include_summand<propto, T_shape, T_scale>::value) { in inv_gamma_lpdf()
92 if (!is_constant_all<T_shape>::value) { in inv_gamma_lpdf()
96 if (include_summand<propto, T_y, T_shape>::value) { in inv_gamma_lpdf()
115 template <typename T_y, typename T_shape, typename T_scale>
116 inline return_type_t<T_y, T_shape, T_scale> inv_gamma_lpdf( in inv_gamma_lpdf()
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| H A D | lkj_corr_lpdf.hpp | 15 template <typename T_shape>
16 return_type_t<double, T_shape> do_lkj_constant(const T_shape& eta, in do_lkj_constant()
19 return_type_t<double, T_shape> constant; in do_lkj_constant()
48 template <bool propto, typename T_y, typename T_shape>
49 return_type_t<T_y, T_shape> lkj_corr_lpdf(const T_y& y, const T_shape& eta) { in lkj_corr_lpdf()
52 return_type_t<T_y, T_shape> lp(0.0); in lkj_corr_lpdf()
62 if (include_summand<propto, T_shape>::value) { in lkj_corr_lpdf()
66 if (eta == 1.0 && is_constant_all<scalar_type<T_shape>>::value) { in lkj_corr_lpdf()
70 if (!include_summand<propto, T_y, T_shape>::value) { in lkj_corr_lpdf()
79 template <typename T_y, typename T_shape>
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| H A D | neg_binomial_lpmf.hpp | 32 T_n, T_shape, T_inv_scale>* = nullptr>
33 return_type_t<T_shape, T_inv_scale> neg_binomial_lpmf(const T_n& n, in neg_binomial_lpmf()
39 using T_alpha_ref = ref_type_t<T_shape>; in neg_binomial_lpmf()
54 if (!include_summand<propto, T_shape, T_inv_scale>::value) { in neg_binomial_lpmf()
70 VectorBuilder<!is_constant_all<T_shape>::value, T_partials_return, T_shape> in neg_binomial_lpmf()
72 if (!is_constant_all<T_shape>::value) { in neg_binomial_lpmf()
87 T_shape, T_inv_scale> in neg_binomial_lpmf()
102 if (include_summand<propto, T_shape>::value) { in neg_binomial_lpmf()
110 if (!is_constant_all<T_shape>::value) { in neg_binomial_lpmf()
124 template <typename T_n, typename T_shape, typename T_inv_scale>
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| H A D | pareto_type_2_lcdf.hpp | 21 template <typename T_y, typename T_loc, typename T_scale, typename T_shape,
23 T_y, T_loc, T_scale, T_shape>* = nullptr>
24 return_type_t<T_y, T_loc, T_scale, T_shape> pareto_type_2_lcdf( in pareto_type_2_lcdf()
26 const T_shape& alpha) { in pareto_type_2_lcdf()
31 using T_alpha_ref = ref_type_if_t<!is_constant<T_shape>::value, T_shape>; in pareto_type_2_lcdf()
58 const auto& temp = to_ref_if<!is_constant_all<T_shape>::value>( in pareto_type_2_lcdf()
61 = to_ref_if<!is_constant_all<T_y, T_loc, T_scale, T_shape>::value>( in pareto_type_2_lcdf()
68 if (!is_constant_all<T_y, T_loc, T_scale, T_shape>::value) { in pareto_type_2_lcdf()
71 && !is_constant_all<T_shape>::value)>( in pareto_type_2_lcdf()
73 if (!is_constant_all<T_y, T_loc, T_scale, T_shape>::value) { in pareto_type_2_lcdf()
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| H A D | loglogistic_cdf.hpp | 43 template <typename T_y, typename T_scale, typename T_shape,
45 T_y, T_scale, T_shape>* = nullptr>
46 return_type_t<T_y, T_scale, T_shape> loglogistic_cdf(const T_y& y, in loglogistic_cdf()
48 const T_shape& beta) { in loglogistic_cdf()
49 using T_partials_return = partials_return_t<T_y, T_scale, T_shape>; in loglogistic_cdf()
52 using T_beta_ref = ref_type_t<T_shape>; in loglogistic_cdf()
81 = to_ref_if<!is_constant_all<T_shape>::value>(alpha_val / y_val); in loglogistic_cdf()
83 = to_ref_if<!is_constant_all<T_y, T_scale, T_shape>::value>( in loglogistic_cdf()
86 = to_ref_if<!is_constant_all<T_y, T_scale, T_shape>::value>( in loglogistic_cdf()
91 if (!is_constant_all<T_y, T_scale, T_shape>::value) { in loglogistic_cdf()
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| H A D | skew_normal_lpdf.hpp | 26 typename T_shape,
28 T_y, T_loc, T_scale, T_shape>* = nullptr>
29 return_type_t<T_y, T_loc, T_scale, T_shape> skew_normal_lpdf( in skew_normal_lpdf()
31 using T_partials_return = partials_return_t<T_y, T_loc, T_scale, T_shape>; in skew_normal_lpdf()
35 using T_alpha_ref = ref_type_if_t<!is_constant<T_shape>::value, T_shape>; in skew_normal_lpdf()
57 if (!include_summand<propto, T_y, T_loc, T_scale, T_shape>::value) { in skew_normal_lpdf()
70 = to_ref_if<!is_constant_all<T_y, T_loc, T_scale, T_shape>::value>( in skew_normal_lpdf()
86 if (!is_constant_all<T_y, T_loc, T_scale, T_shape>::value) { in skew_normal_lpdf()
91 + !is_constant_all<T_shape>::value in skew_normal_lpdf()
111 if (!is_constant_all<T_shape>::value) { in skew_normal_lpdf()
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| H A D | lkj_corr_cholesky_lpdf.hpp | 17 template <bool propto, typename T_covar, typename T_shape>
18 return_type_t<T_covar, T_shape> lkj_corr_cholesky_lpdf(const T_covar& L, in lkj_corr_cholesky_lpdf()
19 const T_shape& eta) { in lkj_corr_cholesky_lpdf()
20 using lp_ret = return_type_t<T_covar, T_shape>; in lkj_corr_cholesky_lpdf()
33 if (include_summand<propto, T_shape>::value) { in lkj_corr_cholesky_lpdf()
36 if (include_summand<propto, T_covar, T_shape>::value) { in lkj_corr_cholesky_lpdf()
44 if (eta == 1.0 && is_constant_all<scalar_type<T_shape>>::value) { in lkj_corr_cholesky_lpdf()
55 template <typename T_covar, typename T_shape>
56 inline return_type_t<T_covar, T_shape> lkj_corr_cholesky_lpdf( in lkj_corr_cholesky_lpdf()
57 const T_covar& L, const T_shape& eta) { in lkj_corr_cholesky_lpdf()
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| H A D | pareto_type_2_lpdf.hpp | 24 typename T_shape,
26 T_y, T_loc, T_scale, T_shape>* = nullptr>
27 return_type_t<T_y, T_loc, T_scale, T_shape> pareto_type_2_lpdf( in pareto_type_2_lpdf()
29 const T_shape& alpha) { in pareto_type_2_lpdf()
34 using T_alpha_ref = ref_type_if_t<!is_constant<T_shape>::value, T_shape>; in pareto_type_2_lpdf()
59 if (!include_summand<propto, T_y, T_loc, T_scale, T_shape>::value) { in pareto_type_2_lpdf()
68 if (include_summand<propto, T_shape>::value) { in pareto_type_2_lpdf()
74 if (include_summand<propto, T_y, T_loc, T_scale, T_shape>::value) { in pareto_type_2_lpdf()
104 if (!is_constant_all<T_shape>::value) { in pareto_type_2_lpdf()
112 inline return_type_t<T_y, T_loc, T_scale, T_shape> pareto_type_2_lpdf( in pareto_type_2_lpdf()
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| /dports/math/py-pystan/pystan-2.19.0.0/pystan/stan/lib/stan_math/stan/math/prim/mat/prob/ |
| H A D | lkj_cov_log.hpp | 15 typename T_shape>
16 typename boost::math::tools::promote_args<T_y, T_loc, T_scale, T_shape>::type
20 const T_shape& eta) { in lkj_cov_log()
29 T_shape>::type
33 const T_shape& eta) { in lkj_cov_log()
34 return lkj_cov_lpdf<T_y, T_loc, T_scale, T_shape>(y, mu, sigma, eta); in lkj_cov_log()
41 typename T_shape>
44 const T_loc& mu, const T_scale& sigma, const T_shape& eta) { in lkj_cov_log()
53 T_shape>::type
55 const T_loc& mu, const T_scale& sigma, const T_shape& eta) { in lkj_cov_log()
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| H A D | lkj_cov_lpdf.hpp | 19 typename T_shape>
24 const T_shape& eta) { in lkj_cov_lpdf()
29 typename promote_args<T_y, T_loc, T_scale, T_shape>::type lp(0.0); in lkj_cov_lpdf()
47 if (stan::is_constant<typename stan::scalar_type<T_shape> >::value in lkj_cov_lpdf()
50 lp += lkj_corr_lpdf<propto, T_y, T_shape>(y, eta); in lkj_cov_lpdf()
55 lp += lkj_corr_lpdf<propto, T_y, T_shape>(D * y * D, eta); in lkj_cov_lpdf()
61 T_shape>::type
65 const T_shape& eta) { in lkj_cov_lpdf()
72 typename T_shape>
98 lp += lkj_corr_lpdf<propto, T_y, T_shape>(D * y * D, eta); in lkj_cov_lpdf()
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| H A D | lkj_corr_lpdf.hpp | 51 template <typename T_shape>
52 typename boost::math::tools::promote_args<double, T_shape>::type
53 do_lkj_constant(const T_shape& eta, const unsigned int& K) { in do_lkj_constant()
81 template <bool propto, typename T_y, typename T_shape>
84 const T_shape& eta) { in lkj_corr_lpdf()
89 typename promote_args<T_y, T_shape>::type lp(0.0); in lkj_corr_lpdf()
97 if (include_summand<propto, T_shape>::value) in lkj_corr_lpdf()
104 if (!include_summand<propto, T_y, T_shape>::value) in lkj_corr_lpdf()
113 template <typename T_y, typename T_shape>
114 inline typename boost::math::tools::promote_args<T_y, T_shape>::type
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