comparison armadillo-2.4.4/include/armadillo_bits/fn_stddev.hpp @ 0:8b6102e2a9b0

Armadillo Library
author maxzanoni76 <max.zanoni@eecs.qmul.ac.uk>
date Wed, 11 Apr 2012 09:27:06 +0100
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1 // Copyright (C) 2009-2011 NICTA (www.nicta.com.au)
2 // Copyright (C) 2009-2011 Conrad Sanderson
3 //
4 // This file is part of the Armadillo C++ library.
5 // It is provided without any warranty of fitness
6 // for any purpose. You can redistribute this file
7 // and/or modify it under the terms of the GNU
8 // Lesser General Public License (LGPL) as published
9 // by the Free Software Foundation, either version 3
10 // of the License or (at your option) any later version.
11 // (see http://www.opensource.org/licenses for more info)
12
13
14 //! \addtogroup fn_stddev
15 //! @{
16
17
18
19 template<typename T1>
20 inline
21 const mtOp<typename T1::pod_type, T1, op_stddev>
22 stddev(const Base<typename T1::elem_type,T1>& X, const uword norm_type = 0, const uword dim = 0)
23 {
24 arma_extra_debug_sigprint();
25
26 return mtOp<typename T1::pod_type, T1, op_stddev>(X.get_ref(), norm_type, dim);
27 }
28
29
30
31 //! Immediate 'find the standard deviation of a row vector' operation
32 template<typename eT>
33 inline
34 arma_warn_unused
35 typename get_pod_type<eT>::result
36 stddev(const Row<eT>& A, const uword norm_type = 0)
37 {
38 arma_extra_debug_sigprint();
39
40 const uword A_n_elem = A.n_elem;
41
42 arma_debug_check( (A_n_elem == 0), "stddev(): given object has no elements" );
43
44 return std::sqrt( op_var::direct_var(A.mem, A_n_elem, norm_type) );
45 }
46
47
48
49 //! Immediate 'find the standard deviation of a column vector' operation
50 template<typename eT>
51 inline
52 arma_warn_unused
53 typename get_pod_type<eT>::result
54 stddev(const Col<eT>& A, const uword norm_type = 0)
55 {
56 arma_extra_debug_sigprint();
57
58 const uword A_n_elem = A.n_elem;
59
60 arma_debug_check( (A_n_elem == 0), "stddev(): given object has no elements" );
61
62 return std::sqrt( op_var::direct_var(A.mem, A_n_elem, norm_type) );
63 }
64
65
66
67 //! find the standard deviation of a subview_row
68 template<typename eT>
69 inline
70 arma_warn_unused
71 typename get_pod_type<eT>::result
72 stddev(const subview_row<eT>& A, const uword norm_type = 0)
73 {
74 arma_extra_debug_sigprint();
75
76 arma_debug_check( (A.n_elem == 0), "stddev(): given object has no elements" );
77
78 return std::sqrt( op_var::direct_var(A, norm_type) );
79 }
80
81
82
83 //! find the standard deviation of a subview_col
84 template<typename eT>
85 inline
86 arma_warn_unused
87 typename get_pod_type<eT>::result
88 stddev(const subview_col<eT>& A, const uword norm_type = 0)
89 {
90 arma_extra_debug_sigprint();
91
92 arma_debug_check( (A.n_elem == 0), "stddev(): given object has no elements" );
93
94 return std::sqrt( op_var::direct_var(A.colptr(0), A.n_rows, norm_type) );
95 }
96
97
98
99 //! find the standard deviation of a diagview
100 template<typename eT>
101 inline
102 arma_warn_unused
103 typename get_pod_type<eT>::result
104 stddev(const diagview<eT>& A, const uword norm_type = 0)
105 {
106 arma_extra_debug_sigprint();
107
108 arma_debug_check( (A.n_elem == 0), "stddev(): given object has no elements" );
109
110 return std::sqrt( op_var::direct_var(A, norm_type) );
111 }
112
113
114
115 template<typename eT, typename T1>
116 inline
117 arma_warn_unused
118 typename get_pod_type<eT>::result
119 stddev(const subview_elem1<eT,T1>& A, const uword norm_type = 0)
120 {
121 arma_extra_debug_sigprint();
122
123 const Col<eT> X(A);
124
125 return stddev(X, norm_type);
126 }
127
128
129
130 //! @}