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-rw-r--r--py/stats.py38
1 files changed, 0 insertions, 38 deletions
diff --git a/py/stats.py b/py/stats.py
deleted file mode 100644
index b79e56f..0000000
--- a/py/stats.py
+++ /dev/null
@@ -1,38 +0,0 @@
-from data2 import trials
-from scipy.stats import cramervonmises
-from bisect import bisect_left
-from random import random
-
-def distance(pit1, pit2):
- out = ((pit2[1]-pit1[1])**2 + (pit2[0]-pit1[0])**2)**(1/2)
- if (out == 0):
- return 100
- else:
- return out
-
-def cdf(a,nnsim,tup):
- return [bisect_left(nnsim, x)/len(nnsim) for x in a]
-
-def calcpval(trialno):
- size = trials[trialno].size[0]
- pits = len(trials[trialno].pits)
-
- nnsim = []
- for j in range(10000):
- curpits = []
- for k in range(pits):
- curpits.append([random()*size,random()*size])
- for pit in curpits:
- l = size
- for pit2 in curpits:
- l = min(l,distance(pit,pit2))
- nnsim.append(l)
-
- nnsim.sort()
-
- nnreal = trials[trialno].nearest_neighbor()
- stat = cramervonmises(nnreal,cdf,(nnsim,()))
- return stat.pvalue
-
-for n in range(len(trials)):
- print(calcpval(n))