pylmrob

Getting started

Quickstart
What is robust regression?

Theory in pictures

Why robust at all?
What does robustness cost?
Breakdown point in pictures
Why MM needs an S init
The loss functions: rho, psi, weight

How-to examples

Walkthrough: the stackloss dataset
M-S init for factor designs
LmRob in sklearn pipelines

Reference

API reference
Porting from R’s robustbase::lmrob
The engine_c=True fast path
Control(rng="R") performance
Numerical notes
- Entries
FAQ / troubleshooting

pylmrob

Python Module Index

Python Module Index

p


	p
	`pylmrob`
	`pylmrob.psi`

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