Created
August 7, 2017 16:43
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var l = [1, 22, 123, 121, 11, 23, 1223, 11,43 ,12, 123, 142, 11, 2333, 121, 123]; | |
document.body.innerHTML+='Input: '+l+'<br>'; | |
document.body.innerHTML+='Output: '+tietjenMooreTest(l, 2); |
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
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function _avg(x){ | |
return x.reduce((a,b) => a+b,0)/x.length; | |
} | |
function _avgK(x, k){ | |
var N = x.length; | |
var Nk = N-k; | |
return x.slice(0, Nk).reduce((a,b) => a+b,0)/Nk; | |
} | |
function tietjenMooreTest(X, K){ | |
var Xs = X.slice(0,X.length).sort((a,b)=>a-b); | |
var avg = _avg(Xs); | |
var avgK = _avgK(Xs,K); | |
var N = X.length; | |
var dist = tietjenMooreDistribution(N,K); | |
var Nk = N-K; | |
var passed = Xs.filter(x => { | |
return Math.pow(x-avgK,2)/Math.pow(x-avg,2) < dist; | |
}); | |
return X.filter(x => passed.indexOf(x) !== -1); | |
} | |
function tietjenMooreDistribution(N,K){ | |
var A,B; | |
switch(K){ | |
case 1: A=0.19418112; B=-0.06575383; break; | |
case 2: A=0.25812829; B=0.28278038; break; | |
case 3: A=0.29275863; B=0.49380456; break; | |
case 4: A=0.31458311; B=0.63943566; break; | |
case 5: A=0.3245631; B=0.73176359; break; | |
case 6: A=0.33029662; B=0.79975254; break; | |
case 7: A=0.32887508; B=0.83561828; break; | |
case 8: A=0.32971362; B=0.87499117; break; | |
case 9: A=0.32553272; B=0.89145385; break; | |
default: A=0.31999176; B=0.89985535; | |
} | |
return A * Math.log(N) - B | |
} |
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