GARCH data frequencies:monthly versus daily? thanks
Posted: Fri Mar 19, 2010 12:23 pm
Hi Eviews,
I am using Eviews 7. Our University thoroughly enjoys your outstanding customer support and excellent product. I have a question that somewhat pertains to Eviews, and forgive me if it a naive question, but I would really appreciate any insight or suggestions. I am doing a paper to bring awareness to the violence in a certain country, where I am measuring the economic and financial impact of certain types of crime on an emerging stock market. I am getting ready to run a GARCH (1, 1) and I found out that one of my key variables, the crime rate, is only available in monthly format not daily like the rest of my data including daily returns on stock market index, and controls such as S&P 500, exchange rate, etc. If I were to convert my data into monthly format, would the volatility that shows up in daily data still be represented at least to some degree? If you could you please give me any insight into the difference between using different frequencies of data for GARCH (1,1) and its effects, i.e. the market returns are very volatile between 2006 to 2010 on a daily basis, will this show up on a monthly basis as well?
Thanks so much and have a great day. Guero303030 :)
I am using Eviews 7. Our University thoroughly enjoys your outstanding customer support and excellent product. I have a question that somewhat pertains to Eviews, and forgive me if it a naive question, but I would really appreciate any insight or suggestions. I am doing a paper to bring awareness to the violence in a certain country, where I am measuring the economic and financial impact of certain types of crime on an emerging stock market. I am getting ready to run a GARCH (1, 1) and I found out that one of my key variables, the crime rate, is only available in monthly format not daily like the rest of my data including daily returns on stock market index, and controls such as S&P 500, exchange rate, etc. If I were to convert my data into monthly format, would the volatility that shows up in daily data still be represented at least to some degree? If you could you please give me any insight into the difference between using different frequencies of data for GARCH (1,1) and its effects, i.e. the market returns are very volatile between 2006 to 2010 on a daily basis, will this show up on a monthly basis as well?
Thanks so much and have a great day. Guero303030 :)