Fix up \s.
authorBen Pfaff <blp@cs.stanford.edu>
Sun, 21 Nov 2021 22:57:37 +0000 (14:57 -0800)
committerBen Pfaff <blp@cs.stanford.edu>
Sun, 21 Nov 2021 22:57:37 +0000 (14:57 -0800)
src/language/stats/matrix.c

index fe02d7269f1d9646533f6e0d425690373d8d05f3..473cec585a29c77bb27f7d0b1f782774407ef7bd 100644 (file)
@@ -209,170 +209,170 @@ matrix_var_set (struct matrix_var *var, gsl_matrix *value)
 
      - "a<b", "a>b", "a<=b", "a>=b".
 */
-#define MATRIX_FUNCTIONS                                \
-    F(ABS,      "ABS",      m_e, NULL)                \
-    F(ALL,      "ALL",      d_m, NULL)                  \
-    F(ANY,      "ANY",      d_m, NULL)                  \
-    F(ARSIN,    "ARSIN",    m_e, "a[-1,1]")         \
-    F(ARTAN,    "ARTAN",    m_e, NULL)                \
-    F(BLOCK,    "BLOCK",    m_any, NULL)                \
-    F(CHOL,     "CHOL",     m_m, NULL)                  \
-    F(CMIN,     "CMIN",     m_m, NULL)                  \
-    F(CMAX,     "CMAX",     m_m, NULL)                  \
-    F(COS,      "COS",      m_e, NULL)                \
-    F(CSSQ,     "CSSQ",     m_m, NULL)                  \
-    F(CSUM,     "CSUM",     m_m, NULL)                  \
-    F(DESIGN,   "DESIGN",   m_m, NULL)                  \
-    F(DET,      "DET",      d_m, NULL)                  \
-    F(DIAG,     "DIAG",     m_m, NULL)                  \
-    F(EVAL,     "EVAL",     m_m, NULL)                  \
-    F(EXP,      "EXP",      m_e, NULL)                \
-    F(GINV,     "GINV",     m_m, NULL)                  \
-    F(GRADE,    "GRADE",    m_m, NULL)                  \
-    F(GSCH,     "GSCH",     m_m, NULL)                  \
-    F(IDENT,    "IDENT",    IDENT, NULL)                \
-    F(INV,      "INV",      m_m, NULL)                  \
-    F(KRONEKER, "KRONEKER", m_mm, NULL)                 \
-    F(LG10,     "LG10",     m_e, "a>0")               \
-    F(LN,       "LN",       m_e, "a>0")               \
-    F(MAGIC,    "MAGIC",    m_d, "ai>=3")                  \
-    F(MAKE,     "MAKE",     m_ddd, NULL)                \
-    F(MDIAG,    "MDIAG",    m_v, NULL)                  \
-    F(MMAX,     "MMAX",     d_m, NULL)                  \
-    F(MMIN,     "MMIN",     d_m, NULL)                  \
-    F(MOD,      "MOD",      m_md, NULL)                 \
-    F(MSSQ,     "MSSQ",     d_m, NULL)                  \
-    F(MSUM,     "MSUM",     d_m, NULL)                  \
-    F(NCOL,     "NCOL",     d_m, NULL)                  \
-    F(NROW,     "NROW",     d_m, NULL)                  \
-    F(RANK,     "RANK",     d_m, NULL)                  \
-    F(RESHAPE,  "RESHAPE",  m_mdd, NULL)                \
-    F(RMAX,     "RMAX",     m_m, NULL)                  \
-    F(RMIN,     "RMIN",     m_m, NULL)                  \
-    F(RND,      "RND",      m_e, NULL)                \
-    F(RNKORDER, "RNKORDER", m_m, NULL)                  \
-    F(RSSQ,     "RSSQ",     m_m, NULL)                  \
-    F(RSUM,     "RSUM",     m_m, NULL)                  \
-    F(SIN,      "SIN",      m_e, NULL)                \
-    F(SOLVE,    "SOLVE",    m_mm, NULL)                 \
-    F(SQRT,     "SQRT",     m_e, "a>=0")                  \
-    F(SSCP,     "SSCP",     m_m, NULL)                  \
-    F(SVAL,     "SVAL",     m_m, NULL)                  \
-    F(SWEEP,    "SWEEP",    m_md, NULL)                 \
-    F(T,        "T",        m_m, NULL)                  \
-    F(TRACE,    "TRACE",    d_m, NULL)                  \
-    F(TRANSPOS, "TRANSPOS", m_m, NULL)                  \
-    F(TRUNC,    "TRUNC",    m_e, NULL)                \
-    F(UNIFORM,  "UNIFORM",  m_dd, "ai>=0 bi>=0")                 \
-    F(PDF_BETA, "PDF.BETA", m_edd, "a[0,1] b>0 c>0")  \
-    F(CDF_BETA, "CDF.BETA", m_edd, "a[0,1] b>0 c>0")  \
-    F(IDF_BETA, "IDF.BETA", m_edd, "a[0,1] b>0 c>0")  \
-    F(RV_BETA,  "RV.BETA",  d_dd, "a>0 b>0")            \
-    F(NCDF_BETA, "NCDF.BETA", m_eddd, "a>=0 b>0 c>0 d>0")       \
-    F(NPDF_BETA, "NCDF.BETA", m_eddd, "a>=0 b>0 c>0 d>0") \
-    F(CDF_BVNOR, "CDF.BVNOR", m_eed, "c[-1,1]") \
-    F(PDF_BVNOR, "PDF.BVNOR", m_eed, "c[-1,1]") \
-    F(CDF_CAUCHY, "CDF.CAUCHY", m_edd, "c>0") \
-    F(IDF_CAUCHY, "IDF.CAUCHY", m_edd, "a(0,1) c>0") \
-    F(PDF_CAUCHY, "PDF.CAUCHY", m_edd, "c>0") \
-    F(RV_CAUCHY, "RV.CAUCHY", d_dd, "b>0") \
-    F(CDF_CHISQ, "CDF.CHISQ", m_ed, "a>=0 b>0") \
-    F(CHICDF, "CHICDF", m_ed, "a>=0 b>0") \
-    F(IDF_CHISQ, "IDF.CHISQ", m_ed, "a[0,1) b>0") \
-    F(PDF_CHISQ, "PDF.CHISQ", m_ed, "a>=0 b>0") \
-    F(RV_CHISQ, "RV.CHISQ", d_d, "a>0") \
-    F(SIG_CHISQ, "SIG.CHISQ", m_ed, "a>=0 b>0") \
-    F(CDF_EXP, "CDF.EXP", m_ed, "a>=0 b>=0") \
-    F(IDF_EXP, "IDF.EXP", m_ed, "a[0,1) b>0") \
-    F(PDF_EXP, "PDF.EXP", m_ed, "a>=0 b>0") \
-    F(RV_EXP, "RV.EXP", d_d, "a>0") \
-    F(PDF_XPOWER, "PDF.XPOWER", m_edd, "b>0 c>=0") \
-    F(RV_XPOWER, "RV.XPOWER", d_dd, "a>0 c>=0") \
-    F(CDF_F, "CDF.F", m_edd, "a>=0 b>0 c>0") \
-    F(FCDF, "FCDF", m_edd, "a>=0 b>0 c>0") \
-    F(IDF_F, "IDF.F", m_edd, "a[0,1) b>0 c>0") \
-    F(PDF_F, "PDF.F", m_edd, "a>=0 b>0 c>0") \
-    F(RV_F, "RV.F", d_dd, "a>0 b>0") \
-    F(SIG_F, "SIG.F", m_edd, "a>=0 b>0 c>0") \
-    F(CDF_GAMMA, "CDF.GAMMA", m_edd, "a>=0 b>0 c>0") \
-    F(IDF_GAMMA, "IDF.GAMMA", m_edd, "a[0,1] b>0 c>0") \
-    F(PDF_GAMMA, "PDF.GAMMA", m_edd, "a>=0 b>0 c>0") \
-    F(RV_GAMMA, "RV.GAMMA", d_dd, "a>0 b>0") \
-    F(PDF_LANDAU, "PDF.LANDAU", m_e, NULL) \
-    F(RV_LANDAU, "RV.LANDAU", d_none, NULL) \
-    F(CDF_LAPLACE, "CDF.LAPLACE", m_edd, "c>0") \
-    F(IDF_LAPLACE, "IDF.LAPLACE", m_edd, "a(0,1) c>0") \
-    F(PDF_LAPLACE, "PDF.LAPLACE", m_edd, "c>0") \
-    F(RV_LAPLACE, "RV.LAPLACE", d_dd, "b>0") \
-    F(RV_LEVY, "RV.LEVY", d_dd, "b(0,2]") \
-    F(RV_LVSKEW, "RV.LVSKEW", d_ddd, "b(0,2] c[-1,1]") \
-    F(CDF_LOGISTIC, "CDF.LOGISTIC", m_edd, "c>0") \
-    F(IDF_LOGISTIC, "IDF.LOGISTIC", m_edd, "a(0,1) c>0") \
-    F(PDF_LOGISTIC, "PDF.LOGISTIC", m_edd, "c>0") \
-    F(RV_LOGISTIC, "RV.LOGISTIC", d_dd, "b>0") \
-    F(CDF_LNORMAL, "CDF.LNORMAL", m_edd, "a>=0 b>0 c>0") \
-    F(IDF_LNORMAL, "IDF.LNORMAL", m_edd, "a[0,1) b>0 c>0") \
-    F(PDF_LNORMAL, "PDF.LNORMAL", m_edd, "a>=0 b>0 c>0") \
-    F(RV_LNORMAL, "RV.LNORMAL", d_dd, "a>0 b>0") \
-    F(CDF_NORMAL, "CDF.NORMAL", m_edd, "c>0") \
-    F(IDF_NORMAL, "IDF.NORMAL", m_edd, "a(0,1) c>0") \
-    F(PDF_NORMAL, "PDF.NORMAL", m_edd, "c>0") \
-    F(RV_NORMAL, "RV.NORMAL", d_dd, "b>0") \
-    F(CDFNORM, "CDFNORM", m_e, NULL) \
-    F(PROBIT, "PROBIT", m_e, "a(0,1)")        \
-    F(NORMAL, "NORMAL", m_e, "a>0") \
-    F(PDF_NTAIL, "PDF.NTAIL", m_edd, "b>0 c>0") \
-    F(RV_NTAIL, "RV.NTAIL", d_dd, "a>0 b>0") \
-    F(CDF_PARETO, "CDF.PARETO", m_edd, "a>=b b>0 c>0") \
-    F(IDF_PARETO, "IDF.PARETO", m_edd, "a[0,1) b>0 c>0") \
-    F(PDF_PARETO, "PDF.PARETO", m_edd, "a>=b b>0 c>0") \
-    F(RV_PARETO, "RV.PARETO", d_dd, "a>0 b>0") \
-    F(CDF_RAYLEIGH, "CDF.RAYLEIGH", m_ed, "b>0") \
-    F(IDF_RAYLEIGH, "IDF.RAYLEIGH", m_ed, "a[0,1] b>0") \
-    F(PDF_RAYLEIGH, "PDF.RAYLEIGH", m_ed, "b>0") \
-    F(RV_RAYLEIGH, "RV.RAYLEIGH", d_d, "a>0") \
-    F(PDF_RTAIL, "PDF.RTAIL", m_edd, NULL) \
-    F(RV_RTAIL, "RV.RTAIL", d_dd, NULL) \
-    F(CDF_T, "CDF.T", m_ed, "b>0") \
-    F(TCDF, "TCDF", m_ed, "b>0") \
-    F(IDF_T, "IDF.T", m_ed, "a(0,1) b>0") \
-    F(PDF_T, "PDF.T", m_ed, "b>0") \
-    F(RV_T, "RV.T", d_d, "a>0") \
-    F(CDF_T1G, "CDF.T1G", m_edd, NULL) \
-    F(IDF_T1G, "IDF.T1G", m_edd, "a(0,1)") \
-    F(PDF_T1G, "PDF.T1G", m_edd, NULL) \
-    F(RV_T1G, "RV.T1G", d_dd, NULL) \
-    F(CDF_T2G, "CDF.T2G", m_edd, NULL) \
-    F(IDF_T2G, "IDF.T2G", m_edd, "a(0,1)") \
-    F(PDF_T2G, "PDF.T2G", m_edd, NULL) \
-    F(RV_T2G, "RV.T2G", d_dd, NULL) \
-    F(CDF_UNIFORM, "CDF.UNIFORM", m_edd, "a<=c b<=c") \
-    F(IDF_UNIFORM, "IDF.UNIFORM", m_edd, "a[0,1] b<=c") \
-    F(PDF_UNIFORM, "PDF.UNIFORM", m_edd, "a<=c b<=c") \
-    F(RV_UNIFORM, "RV.UNIFORM", d_dd, "a<=b") \
-    F(CDF_WEIBULL, "CDF.WEIBULL", m_edd, "a>=0 b>0 c>0") \
-    F(IDF_WEIBULL, "IDF.WEIBULL", m_edd, "a[0,1) b>0 c>0") \
-    F(PDF_WEIBULL, "PDF.WEIBULL", m_edd, "a>=0 b>0 c>0") \
-    F(RV_WEIBULL, "RV.WEIBULL", d_dd, "a>0 b>0") \
-    F(CDF_BERNOULLI, "CDF.BERNOULLI", m_ed, "ai[0,1] b[0,1]") \
-    F(PDF_BERNOULLI, "PDF.BERNOULLI", m_ed, "ai[0,1] b[0,1]") \
-    F(RV_BERNOULLI, "RV.BERNOULLI", d_d, "a[0,1]") \
-    F(CDF_BINOM, "CDF.BINOM", m_edd, "bi>0 c[0,1]") \
-    F(PDF_BINOM, "PDF.BINOM", m_edd, "ai>=0<=b bi>0 c[0,1]") \
-    F(RV_BINOM, "RV.BINOM", d_dd, "ai>0 b[0,1]") \
-    F(CDF_GEOM, "CDF.GEOM", m_ed, "ai>=1 b[0,1]") \
-    F(PDF_GEOM, "PDF.GEOM", m_ed, "ai>=1 b[0,1]") \
-    F(RV_GEOM, "RV.GEOM", d_d, "a[0,1]") \
-    F(CDF_HYPER, "CDF.HYPER", m_eddd, "ai>=0<=d bi>0 ci>0<=b di>0<=b") \
-    F(PDF_HYPER, "PDF.HYPER", m_eddd, "ai>=0<=d bi>0 ci>0<=b di>0<=b") \
-    F(RV_HYPER, "RV.HYPER", d_ddd, "ai>0 bi>0<=a ci>0<=a") \
-    F(PDF_LOG, "PDF.LOG", m_ed, "a>=1 b(0,1]")             \
-    F(RV_LOG, "RV.LOG", d_d, "a(0,1]") \
-    F(CDF_NEGBIN, "CDF.NEGBIN", m_edd, "a>=1 bi c(0,1]") \
-    F(PDF_NEGBIN, "PDF.NEGBIN", m_edd, "a>=1 bi c(0,1]")  \
-    F(RV_NEGBIN, "RV.NEGBIN", d_dd, "ai b(0,1]") \
-    F(CDF_POISSON, "CDF.POISSON", m_ed, "ai>=0 b>0") \
-    F(PDF_POISSON, "PDF.POISSON", m_ed, "ai>=0 b>0") \
+#define MATRIX_FUNCTIONS                                                \
+    F(ABS,      "ABS",      m_e, NULL)                                  \
+    F(ALL,      "ALL",      d_m, NULL)                                  \
+    F(ANY,      "ANY",      d_m, NULL)                                  \
+    F(ARSIN,    "ARSIN",    m_e, "a[-1,1]")                             \
+    F(ARTAN,    "ARTAN",    m_e, NULL)                                  \
+    F(BLOCK,    "BLOCK",    m_any, NULL)                                \
+    F(CHOL,     "CHOL",     m_m, NULL)                                  \
+    F(CMIN,     "CMIN",     m_m, NULL)                                  \
+    F(CMAX,     "CMAX",     m_m, NULL)                                  \
+    F(COS,      "COS",      m_e, NULL)                                  \
+    F(CSSQ,     "CSSQ",     m_m, NULL)                                  \
+    F(CSUM,     "CSUM",     m_m, NULL)                                  \
+    F(DESIGN,   "DESIGN",   m_m, NULL)                                  \
+    F(DET,      "DET",      d_m, NULL)                                  \
+    F(DIAG,     "DIAG",     m_m, NULL)                                  \
+    F(EVAL,     "EVAL",     m_m, NULL)                                  \
+    F(EXP,      "EXP",      m_e, NULL)                                  \
+    F(GINV,     "GINV",     m_m, NULL)                                  \
+    F(GRADE,    "GRADE",    m_m, NULL)                                  \
+    F(GSCH,     "GSCH",     m_m, NULL)                                  \
+    F(IDENT,    "IDENT",    IDENT, NULL)                                \
+    F(INV,      "INV",      m_m, NULL)                                  \
+    F(KRONEKER, "KRONEKER", m_mm, NULL)                                 \
+    F(LG10,     "LG10",     m_e, "a>0")                                 \
+    F(LN,       "LN",       m_e, "a>0")                                 \
+    F(MAGIC,    "MAGIC",    m_d, "ai>=3")                               \
+    F(MAKE,     "MAKE",     m_ddd, NULL)                                \
+    F(MDIAG,    "MDIAG",    m_v, NULL)                                  \
+    F(MMAX,     "MMAX",     d_m, NULL)                                  \
+    F(MMIN,     "MMIN",     d_m, NULL)                                  \
+    F(MOD,      "MOD",      m_md, NULL)                                 \
+    F(MSSQ,     "MSSQ",     d_m, NULL)                                  \
+    F(MSUM,     "MSUM",     d_m, NULL)                                  \
+    F(NCOL,     "NCOL",     d_m, NULL)                                  \
+    F(NROW,     "NROW",     d_m, NULL)                                  \
+    F(RANK,     "RANK",     d_m, NULL)                                  \
+    F(RESHAPE,  "RESHAPE",  m_mdd, NULL)                                \
+    F(RMAX,     "RMAX",     m_m, NULL)                                  \
+    F(RMIN,     "RMIN",     m_m, NULL)                                  \
+    F(RND,      "RND",      m_e, NULL)                                  \
+    F(RNKORDER, "RNKORDER", m_m, NULL)                                  \
+    F(RSSQ,     "RSSQ",     m_m, NULL)                                  \
+    F(RSUM,     "RSUM",     m_m, NULL)                                  \
+    F(SIN,      "SIN",      m_e, NULL)                                  \
+    F(SOLVE,    "SOLVE",    m_mm, NULL)                                 \
+    F(SQRT,     "SQRT",     m_e, "a>=0")                                \
+    F(SSCP,     "SSCP",     m_m, NULL)                                  \
+    F(SVAL,     "SVAL",     m_m, NULL)                                  \
+    F(SWEEP,    "SWEEP",    m_md, NULL)                                 \
+    F(T,        "T",        m_m, NULL)                                  \
+    F(TRACE,    "TRACE",    d_m, NULL)                                  \
+    F(TRANSPOS, "TRANSPOS", m_m, NULL)                                  \
+    F(TRUNC,    "TRUNC",    m_e, NULL)                                  \
+    F(UNIFORM,  "UNIFORM",  m_dd, "ai>=0 bi>=0")                        \
+    F(PDF_BETA, "PDF.BETA", m_edd, "a[0,1] b>0 c>0")                    \
+    F(CDF_BETA, "CDF.BETA", m_edd, "a[0,1] b>0 c>0")                    \
+    F(IDF_BETA, "IDF.BETA", m_edd, "a[0,1] b>0 c>0")                    \
+    F(RV_BETA,  "RV.BETA",  d_dd, "a>0 b>0")                            \
+    F(NCDF_BETA, "NCDF.BETA", m_eddd, "a>=0 b>0 c>0 d>0")               \
+    F(NPDF_BETA, "NCDF.BETA", m_eddd, "a>=0 b>0 c>0 d>0")               \
+    F(CDF_BVNOR, "CDF.BVNOR", m_eed, "c[-1,1]")                         \
+    F(PDF_BVNOR, "PDF.BVNOR", m_eed, "c[-1,1]")                         \
+    F(CDF_CAUCHY, "CDF.CAUCHY", m_edd, "c>0")                           \
+    F(IDF_CAUCHY, "IDF.CAUCHY", m_edd, "a(0,1) c>0")                    \
+    F(PDF_CAUCHY, "PDF.CAUCHY", m_edd, "c>0")                           \
+    F(RV_CAUCHY, "RV.CAUCHY", d_dd, "b>0")                              \
+    F(CDF_CHISQ, "CDF.CHISQ", m_ed, "a>=0 b>0")                         \
+    F(CHICDF, "CHICDF", m_ed, "a>=0 b>0")                               \
+    F(IDF_CHISQ, "IDF.CHISQ", m_ed, "a[0,1) b>0")                       \
+    F(PDF_CHISQ, "PDF.CHISQ", m_ed, "a>=0 b>0")                         \
+    F(RV_CHISQ, "RV.CHISQ", d_d, "a>0")                                 \
+    F(SIG_CHISQ, "SIG.CHISQ", m_ed, "a>=0 b>0")                         \
+    F(CDF_EXP, "CDF.EXP", m_ed, "a>=0 b>=0")                            \
+    F(IDF_EXP, "IDF.EXP", m_ed, "a[0,1) b>0")                           \
+    F(PDF_EXP, "PDF.EXP", m_ed, "a>=0 b>0")                             \
+    F(RV_EXP, "RV.EXP", d_d, "a>0")                                     \
+    F(PDF_XPOWER, "PDF.XPOWER", m_edd, "b>0 c>=0")                      \
+    F(RV_XPOWER, "RV.XPOWER", d_dd, "a>0 c>=0")                         \
+    F(CDF_F, "CDF.F", m_edd, "a>=0 b>0 c>0")                            \
+    F(FCDF, "FCDF", m_edd, "a>=0 b>0 c>0")                              \
+    F(IDF_F, "IDF.F", m_edd, "a[0,1) b>0 c>0")                          \
+    F(PDF_F, "PDF.F", m_edd, "a>=0 b>0 c>0")                            \
+    F(RV_F, "RV.F", d_dd, "a>0 b>0")                                    \
+    F(SIG_F, "SIG.F", m_edd, "a>=0 b>0 c>0")                            \
+    F(CDF_GAMMA, "CDF.GAMMA", m_edd, "a>=0 b>0 c>0")                    \
+    F(IDF_GAMMA, "IDF.GAMMA", m_edd, "a[0,1] b>0 c>0")                  \
+    F(PDF_GAMMA, "PDF.GAMMA", m_edd, "a>=0 b>0 c>0")                    \
+    F(RV_GAMMA, "RV.GAMMA", d_dd, "a>0 b>0")                            \
+    F(PDF_LANDAU, "PDF.LANDAU", m_e, NULL)                              \
+    F(RV_LANDAU, "RV.LANDAU", d_none, NULL)                             \
+    F(CDF_LAPLACE, "CDF.LAPLACE", m_edd, "c>0")                         \
+    F(IDF_LAPLACE, "IDF.LAPLACE", m_edd, "a(0,1) c>0")                  \
+    F(PDF_LAPLACE, "PDF.LAPLACE", m_edd, "c>0")                         \
+    F(RV_LAPLACE, "RV.LAPLACE", d_dd, "b>0")                            \
+    F(RV_LEVY, "RV.LEVY", d_dd, "b(0,2]")                               \
+    F(RV_LVSKEW, "RV.LVSKEW", d_ddd, "b(0,2] c[-1,1]")                  \
+    F(CDF_LOGISTIC, "CDF.LOGISTIC", m_edd, "c>0")                       \
+    F(IDF_LOGISTIC, "IDF.LOGISTIC", m_edd, "a(0,1) c>0")                \
+    F(PDF_LOGISTIC, "PDF.LOGISTIC", m_edd, "c>0")                       \
+    F(RV_LOGISTIC, "RV.LOGISTIC", d_dd, "b>0")                          \
+    F(CDF_LNORMAL, "CDF.LNORMAL", m_edd, "a>=0 b>0 c>0")                \
+    F(IDF_LNORMAL, "IDF.LNORMAL", m_edd, "a[0,1) b>0 c>0")              \
+    F(PDF_LNORMAL, "PDF.LNORMAL", m_edd, "a>=0 b>0 c>0")                \
+    F(RV_LNORMAL, "RV.LNORMAL", d_dd, "a>0 b>0")                        \
+    F(CDF_NORMAL, "CDF.NORMAL", m_edd, "c>0")                           \
+    F(IDF_NORMAL, "IDF.NORMAL", m_edd, "a(0,1) c>0")                    \
+    F(PDF_NORMAL, "PDF.NORMAL", m_edd, "c>0")                           \
+    F(RV_NORMAL, "RV.NORMAL", d_dd, "b>0")                              \
+    F(CDFNORM, "CDFNORM", m_e, NULL)                                    \
+    F(PROBIT, "PROBIT", m_e, "a(0,1)")                                  \
+    F(NORMAL, "NORMAL", m_e, "a>0")                                     \
+    F(PDF_NTAIL, "PDF.NTAIL", m_edd, "b>0 c>0")                         \
+    F(RV_NTAIL, "RV.NTAIL", d_dd, "a>0 b>0")                            \
+    F(CDF_PARETO, "CDF.PARETO", m_edd, "a>=b b>0 c>0")                  \
+    F(IDF_PARETO, "IDF.PARETO", m_edd, "a[0,1) b>0 c>0")                \
+    F(PDF_PARETO, "PDF.PARETO", m_edd, "a>=b b>0 c>0")                  \
+    F(RV_PARETO, "RV.PARETO", d_dd, "a>0 b>0")                          \
+    F(CDF_RAYLEIGH, "CDF.RAYLEIGH", m_ed, "b>0")                        \
+    F(IDF_RAYLEIGH, "IDF.RAYLEIGH", m_ed, "a[0,1] b>0")                 \
+    F(PDF_RAYLEIGH, "PDF.RAYLEIGH", m_ed, "b>0")                        \
+    F(RV_RAYLEIGH, "RV.RAYLEIGH", d_d, "a>0")                           \
+    F(PDF_RTAIL, "PDF.RTAIL", m_edd, NULL)                              \
+    F(RV_RTAIL, "RV.RTAIL", d_dd, NULL)                                 \
+    F(CDF_T, "CDF.T", m_ed, "b>0")                                      \
+    F(TCDF, "TCDF", m_ed, "b>0")                                        \
+    F(IDF_T, "IDF.T", m_ed, "a(0,1) b>0")                               \
+    F(PDF_T, "PDF.T", m_ed, "b>0")                                      \
+    F(RV_T, "RV.T", d_d, "a>0")                                         \
+    F(CDF_T1G, "CDF.T1G", m_edd, NULL)                                  \
+    F(IDF_T1G, "IDF.T1G", m_edd, "a(0,1)")                              \
+    F(PDF_T1G, "PDF.T1G", m_edd, NULL)                                  \
+    F(RV_T1G, "RV.T1G", d_dd, NULL)                                     \
+    F(CDF_T2G, "CDF.T2G", m_edd, NULL)                                  \
+    F(IDF_T2G, "IDF.T2G", m_edd, "a(0,1)")                              \
+    F(PDF_T2G, "PDF.T2G", m_edd, NULL)                                  \
+    F(RV_T2G, "RV.T2G", d_dd, NULL)                                     \
+    F(CDF_UNIFORM, "CDF.UNIFORM", m_edd, "a<=c b<=c")                   \
+    F(IDF_UNIFORM, "IDF.UNIFORM", m_edd, "a[0,1] b<=c")                 \
+    F(PDF_UNIFORM, "PDF.UNIFORM", m_edd, "a<=c b<=c")                   \
+    F(RV_UNIFORM, "RV.UNIFORM", d_dd, "a<=b")                           \
+    F(CDF_WEIBULL, "CDF.WEIBULL", m_edd, "a>=0 b>0 c>0")                \
+    F(IDF_WEIBULL, "IDF.WEIBULL", m_edd, "a[0,1) b>0 c>0")              \
+    F(PDF_WEIBULL, "PDF.WEIBULL", m_edd, "a>=0 b>0 c>0")                \
+    F(RV_WEIBULL, "RV.WEIBULL", d_dd, "a>0 b>0")                        \
+    F(CDF_BERNOULLI, "CDF.BERNOULLI", m_ed, "ai[0,1] b[0,1]")           \
+    F(PDF_BERNOULLI, "PDF.BERNOULLI", m_ed, "ai[0,1] b[0,1]")           \
+    F(RV_BERNOULLI, "RV.BERNOULLI", d_d, "a[0,1]")                      \
+    F(CDF_BINOM, "CDF.BINOM", m_edd, "bi>0 c[0,1]")                     \
+    F(PDF_BINOM, "PDF.BINOM", m_edd, "ai>=0<=b bi>0 c[0,1]")            \
+    F(RV_BINOM, "RV.BINOM", d_dd, "ai>0 b[0,1]")                        \
+    F(CDF_GEOM, "CDF.GEOM", m_ed, "ai>=1 b[0,1]")                       \
+    F(PDF_GEOM, "PDF.GEOM", m_ed, "ai>=1 b[0,1]")                       \
+    F(RV_GEOM, "RV.GEOM", d_d, "a[0,1]")                                \
+    F(CDF_HYPER, "CDF.HYPER", m_eddd, "ai>=0<=d bi>0 ci>0<=b di>0<=b")  \
+    F(PDF_HYPER, "PDF.HYPER", m_eddd, "ai>=0<=d bi>0 ci>0<=b di>0<=b")  \
+    F(RV_HYPER, "RV.HYPER", d_ddd, "ai>0 bi>0<=a ci>0<=a")              \
+    F(PDF_LOG, "PDF.LOG", m_ed, "a>=1 b(0,1]")                          \
+    F(RV_LOG, "RV.LOG", d_d, "a(0,1]")                                  \
+    F(CDF_NEGBIN, "CDF.NEGBIN", m_edd, "a>=1 bi c(0,1]")                \
+    F(PDF_NEGBIN, "PDF.NEGBIN", m_edd, "a>=1 bi c(0,1]")                \
+    F(RV_NEGBIN, "RV.NEGBIN", d_dd, "ai b(0,1]")                        \
+    F(CDF_POISSON, "CDF.POISSON", m_ed, "ai>=0 b>0")                    \
+    F(PDF_POISSON, "PDF.POISSON", m_ed, "ai>=0 b>0")                    \
     F(RV_POISSON, "RV.POISSON", d_d, "a>0")
 
 struct matrix_function_properties