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ARCH models in Python

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The arch_lm_test method in the class arch.univariate.base.ARCHModelResult fails if the mean model uses the AR model (p>0). It seems to me that the problem comes from "nan" at the top...

Separate setting of in- and out-of-sample parameters in forecast [skip ci]

Add a VT GARCH model Note that inference isn't correct

This implements the ``Engle & Lee 1999`` Components GARCH model which decomposes volatility into long term and short term components. A lot of change has been in the ``volatility.py`` and...

Hello, I'm struggling to figure out how to properly use this package to fit a GARCH(1,1) model with an exogenous variable. [Here's](https://gist.github.com/KenRoytman/2fcd6af572c4281e2d03c74479407ba3) an example Jupyter notebook to illustrate what I'm...

enhancement

Hi, would be great to support MSGARCH similar to this R package [here](https://cran.r-project.org/web/packages/MSGARCH/MSGARCH.pdf). Thanks

enhancement
help wanted

Hi there, I'm trying to get this package to replicate the behavior found in rugarch. It allows you to specify an ARMA and GARCH model jointly. Do you have any...

help wanted
question

Hello there Is it possible to estimate the 1) FIAPARCH and 2) FIEGARCH models from the high-level `arch_model()`? How could 1) and 2) be estimated with the ARCH package? Thanks...

enhancement
help wanted

Some planned additions. No specific time for completion. - [x] Patton-Politis-White Bandwidth Selection for Time-Series Bootstraps - [x] Engle-Granger Cointegration Testing - [x] Phillips-Ouliaris Cointegration Testing - [x] Dynamic OLS...

enhancement
help wanted
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