Python mann kendall test

# credit to the post in the source link
# create dataset
data = [31, 29, 28, 28, 27, 26, 26, 27, 27, 27, 28, 29, 30, 29, 30, 29, 28]

# perform Mann-Kendall Trend Test
import pymannkendall as mk
mk.original_test(data)
>>> Mann_Kendall_Test(trend='no trend', h=False, p=0.422586268671707,
                      z=0.80194241623, Tau=0.147058823529, s=20.0,
                      var_s=561.33333333, slope=0.0384615384615, intercept=27.692307692)

# trend: increasing, decreasing, or no trend.
# h: True if trend is present. False if no trend is present.
# p: The p-value of the test. The lower the better
##### Mann - Kendall parameters
# z: The normalize test statistic.
# Tau: Kendall Tau.
# s: Mann-Kendal’s score
# var_s: Variance S
# slope: Theil-Sen estimator/slope
# intercept: Intercept of Kendall-Theil Robust Line

Source: statology.org

Similar codes

1 vote242 views1 answer
Deleting DataFrame row in Pandas based on column value
Python
4 votes189 views1 answer
Should i learn python or javascript
Python
0 vote241 views1 answer
Python subprocess.run output
Python
1 vote209 views1 answer
How to print me me big boy python
Python
8 votes210 views2 answers
Python use functions from another file
Python
0 vote220 views1 answer
Python yeild
Python
0 vote223 views1 answer
Cv2 get framerete video
Python
0 vote251 views1 answer
Current page django
Python Django
16 votes214 views1 answer
Classes in python with self parameter
Python
0 vote246 views1 answer
Django on_delete rules
Python