I am trying to to mark some trends, so I have 1 as the lowest and 5 as the biggest value.
So for example,
I may have the following case:
5,4,5,5 (UP)
3,4, (UP)
4,3,3 (DOWN)
4,4,4,4, (FLAT - this is OK for all same numbers)
I am planning to have unlimited number of ordered values as input, an as an output I will just show an (UP), (DOWN), or (FLAT) image.
Any ideas on how I can achieve this?
Sorry if I am not descriptive enough.
Thank you all for you time.
Use least square fit to calculate the "slope" of the values.
function leastSquareFit(array $values) {
$x_sum = array_sum(array_keys($values));
$y_sum = array_sum($values);
$meanX = $x_sum / count($values);
$meanY = $y_sum / count($values);
// calculate sums
$mBase = $mDivisor = 0.0;
foreach($values as $i => $value) {
$mBase += ($i - $meanX) * ($value - $meanY);
$mDivisor += ($i - $meanX) * ($i - $meanX);
}
// calculate slope
$slope = $mBase / $mDivisor;
return $slope;
} // function leastSquareFit()
$trend = leastSquareFit(array(5,4,5,5));
(Untested)
If the slope is positive, the trend is upwards; if negative, it's downwards. Use your own judgement to decide what margin (positive or negative) is considered flat.
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