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I am working on time series data and have both conditional mean and conditional variance in the process. My strategy has so far been to fit a GARCH on the residuals of a fitted ARMA model.

But then I stumbled upon some questions (herehere is a link to one of them), where it stated that you should do the simultaneous one since it's the most effective and otherwise you'll get inconsistent parameter estimates. This was made by @RichardHardy and seems to be really sound advice.

The question I have is if anyone can confirm this and more preferably post a reference to it. I've been searching for some confirmation for hours with no prevail.

I am working on time series data and have both conditional mean and conditional variance in the process. My strategy has so far been to fit a GARCH on the residuals of a fitted ARMA model.

But then I stumbled upon some questions (here is a link to one of them), where it stated that you should do the simultaneous one since it's the most effective and otherwise you'll get inconsistent parameter estimates. This was made by @RichardHardy and seems to be really sound advice.

The question I have is if anyone can confirm this and more preferably post a reference to it. I've been searching for some confirmation for hours with no prevail.

I am working on time series data and have both conditional mean and conditional variance in the process. My strategy has so far been to fit a GARCH on the residuals of a fitted ARMA model.

But then I stumbled upon some questions (here is a link to one of them), where it stated that you should do the simultaneous one since it's the most effective and otherwise you'll get inconsistent parameter estimates. This was made by @RichardHardy and seems to be really sound advice.

The question I have is if anyone can confirm this and more preferably post a reference to it. I've been searching for some confirmation for hours with no prevail.

deleted 26 characters in body; edited tags; edited title
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Richard Hardy
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To fit a GARCH on ARIMA residuals or to fit an AIRMA+GARCHARIMA+GARCH

I am working on a time series data and have both a conditional mean and conditional variance in the process. My strategy has so far been to fit a GARCH on the residuals of a fitted ARMA model.

But then I stumbled upon some questions here(here is a link to one of them), where it stated that you should do the simultaneous one since it's the most effective and otherwise you'll get inconsistent parameter estimates. This was made by @Richard_Hardy@RichardHardy and seems to be really sound advice.

The question I have is if anyone can confirm this and more preferably post a reference to it. I've been searching for some confirmation for hours with no prevail.

Here's a link to one of the questions:Link

To fit a GARCH on ARIMA residuals or to fit an AIRMA+GARCH

I am working on a time series data and have both a conditional mean and conditional variance in the process. My strategy has so far been to fit a GARCH on the residuals of a fitted ARMA model.

But then I stumbled upon some questions here, where it stated that you should do the simultaneous one since it's the most effective and otherwise you'll get inconsistent parameter estimates. This was made by @Richard_Hardy and seems to be really sound advice.

The question I have is if anyone can confirm this and more preferably post a reference to it. I've been searching for some confirmation for hours with no prevail.

Here's a link to one of the questions:Link

To fit a GARCH on ARIMA residuals or to fit an ARIMA+GARCH

I am working on time series data and have both conditional mean and conditional variance in the process. My strategy has so far been to fit a GARCH on the residuals of a fitted ARMA model.

But then I stumbled upon some questions (here is a link to one of them), where it stated that you should do the simultaneous one since it's the most effective and otherwise you'll get inconsistent parameter estimates. This was made by @RichardHardy and seems to be really sound advice.

The question I have is if anyone can confirm this and more preferably post a reference to it. I've been searching for some confirmation for hours with no prevail.

edited title
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To fit a GARCH on ARIMA residuals or to fit an ARMA+GARCHAIRMA+GARCH

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