jmpy.bayes package

Submodules

jmpy.bayes.oneway module

class jmpy.bayes.oneway.JbResult(model, groups)

Bases: object

result(boxkwargs=None, figsize=(12, 10), maxpoints=1000)

Returns:

traceplot(name, **kwargs)

jmpy.bayes.oneway.oneway(x, y, data=None, control=None, iterations=24000, burn=4000, verbose=False)

Generate a oneway anova via bayesian markov-chain monte carlo

Parameters:

• x – str or ndarray, x axis (grouping axis)
• y – str or ndarray, y axis (values)
• data – pandas dataframe or Null
• control – If x has greater than two groups, you need to compare vs. the control
• iterations –
• burn –
• verbose – bool; default=False; turns on pymc progress bar

Returns:

a results object.

Module contents