API Reference¶

Here all foehnix classes and functions will be listed.

Main classes and functions¶

`foehnix.Foehnix`	Foehn Classification Based on a Two-Component Mixture Model
`foehnix.Family`	Common logic for the foehnix families
`foehnix.GaussianFamily`	Gaussian foehnix mixture model family
`foehnix.LogisticFamily`	Logistic foehnix mixture model family
`foehnix.foehnix.Control`	Foehnix Two-Component Mixture-Model Control Object
`foehnix.Foehnix.no_concomitant_fit`	Fitting foehnix Mixture Model Without Concomitant Model.
`foehnix.Foehnix.unreg_fit`	Fitting unregularized foehnix Mixture Model with Concomitant Model.
`foehnix.Foehnix.predict`	Predict method for foehnix Mixture Models

Filter¶

foehnix.foehnix_filter Evaluates Data Filter Rules for foehnix Mixture Model Calls

Support functions¶

`foehnix.Foehnix.summary`	Prints information about the model
`foehnix.Foehnix.plot`	Plotting method, helper function.
`foehnix.iwls_logit`	Iterative weighted least squares solver for a logistic regression model.
`foehnix.iwls_logit.iwls_summary`	Prints some statistics for a given concomitant model
`foehnix.get_demodata`	Returns a demo data.

Plotting¶

`foehnix.model_plots.loglik`	Plots the log-likelihood sum path through the iterations of the EM algorithm
`foehnix.model_plots.loglikcontribution`	Plots the log-likelihood with respect to initial log-likelihood
`foehnix.model_plots.coef`	Plots the estimated coefficients
`foehnix.model_plots.hist`	Conditional histogram plot
`foehnix.analysis_plots.TSControl`	Control object for the foehnix time series plot function.
`foehnix.analysis_plots.tsplot`	Time series plot for foehnix models
`foehnix.analysis_plots.image`	foehnix Image Plot - Hovmoeller Diagram