Investigate statistical analysis

uw-echospace / batmo

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Investigate statistical analysis #7

Open m-ball3 opened 1 year ago

m-ball3 commented 1 year ago

read papers to learn what kind of statistical methods others have used to compare bat calls with weather data
find out of those methods can be used in pandas

m-ball3 commented 1 year ago

Perks and Goodenough (2020) used Kilmogorov-Smirnov two-sample tests, generalized linear mixed models, and Poisson distribution + link log function (to get AIC) for their analysis of weather data + bat call detection - look into these methods (can these be run in pandas with the data that I have?).

leewujung commented 1 year ago

can these be run in pandas with the data that I have?

I ended up learning some R in order to run generalized linear mixed models, but the KS 2-sample tests I used functions in scipy.stats before but i'd be curious to see if pandas has something too!