MediaWiki  1.23.8
RunningStat.php
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1 <?php
24 // Needed due to PHP non-bug <https://bugs.php.net/bug.php?id=49828>.
25 define( 'NEGATIVE_INF', -INF );
26 
52 class RunningStat implements Countable {
53 
55  public $n = 0;
56 
58  public $m1 = 0.0;
59 
61  public $m2 = 0.0;
62 
64  public $min = INF;
65 
67  public $max = NEGATIVE_INF;
68 
73  public function count() {
74  return $this->n;
75  }
76 
81  public function push( $x ) {
82  $x = (float) $x;
83 
84  $this->min = min( $this->min, $x );
85  $this->max = max( $this->max, $x );
86 
87  $n1 = $this->n;
88  $this->n += 1;
89  $delta = $x - $this->m1;
90  $delta_n = $delta / $this->n;
91  $this->m1 += $delta_n;
92  $this->m2 += $delta * $delta_n * $n1;
93  }
94 
103  public function getMean() {
104  return $this->m1;
105  }
106 
117  public function getVariance() {
118  if ( $this->n === 0 ) {
119  // The variance of the empty set is undefined.
120  return NAN;
121  } elseif ( $this->n === 1 ) {
122  return 0.0;
123  } else {
124  return $this->m2 / ( $this->n - 1.0 );
125  }
126  }
127 
138  public function getStdDev() {
139  return sqrt( $this->getVariance() );
140  }
141 
150  public function merge( RunningStat $other ) {
151  // If the other RunningStat is empty, there's nothing to do.
152  if ( $other->n === 0 ) {
153  return;
154  }
155 
156  // If this RunningStat is empty, copy values from other RunningStat.
157  if ( $this->n === 0 ) {
158  $this->n = $other->n;
159  $this->m1 = $other->m1;
160  $this->m2 = $other->m2;
161  $this->min = $other->min;
162  $this->max = $other->max;
163  return;
164  }
165 
166  $n = $this->n + $other->n;
167  $delta = $other->m1 - $this->m1;
168  $delta2 = $delta * $delta;
169 
170  $this->m1 = ( ( $this->n * $this->m1 ) + ( $other->n * $other->m1 ) ) / $n;
171  $this->m2 = $this->m2 + $other->m2 + ( $delta2 * $this->n * $other->n / $n );
172  $this->min = min( $this->min, $other->min );
173  $this->max = max( $this->max, $other->max );
174  $this->n = $n;
175  }
176 }
RunningStat\getStdDev
getStdDev()
Get the estimated stanard deviation.
Definition: RunningStat.php:133
RunningStat\$m2
float $m2
The second central moment (or variance).
Definition: RunningStat.php:58
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Definition: skin.txt:62
NEGATIVE_INF
const NEGATIVE_INF
Definition: RunningStat.php:25
RunningStat\$m1
float $m1
The first moment (or mean, or expected value).
Definition: RunningStat.php:56
RunningStat\count
count()
Count the number of accumulated values.
Definition: RunningStat.php:68
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Definition: UtfNormalGenerate.php:36
RunningStat\$min
float $min
The least value in the the set.
Definition: RunningStat.php:60
RunningStat\merge
merge(RunningStat $other)
Merge another RunningStat instance into this instance.
Definition: RunningStat.php:145
RunningStat\getMean
getMean()
Get the mean, or expected value.
Definition: RunningStat.php:98
RunningStat
Represents a running summary of a stream of numbers.
Definition: RunningStat.php:52
RunningStat\$n
int $n
Number of samples.
Definition: RunningStat.php:54
RunningStat\$max
float $max
The most value in the set.
Definition: RunningStat.php:62
RunningStat\getVariance
getVariance()
Get the estimated variance.
Definition: RunningStat.php:112
RunningStat\push
push( $x)
Add a number to the data set.
Definition: RunningStat.php:76