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miscelania
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skewness and kurtosis of yield levels vs changes

June 25th, 2012, 2:52 pm

Hello,I am computing the first moments of yields levels and changes.I am finding that skewness and kurtosis of yields levels are very different than for yield changes:1) yield changes are skewed to the left but yield levels are slightly skewed to the right2) yield changes have fat tails (kurtosis) while yield levels do notI am confused and I do not know whether to consider yields levels or changes to analyze the distributional properties of yields.I do not know what's more relevant: focusing on levels or changes an in which cases you focus on changes rather than levels.Can anybody help me?Thanks,
 
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bearish
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skewness and kurtosis of yield levels vs changes

June 25th, 2012, 3:23 pm

Time series of yields usually have a near unit root, so for most statistical purposes you want to work with changes (absolute or relative).
 
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miscelania
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skewness and kurtosis of yield levels vs changes

June 26th, 2012, 7:01 am

Ok. Thank you
 
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alfredux
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skewness and kurtosis of yield levels vs changes

November 7th, 2013, 6:39 am

Hi,what numbers did you get for the skewness and kurtosis of yield changes?Many papers deal with yield changes, or yield spread changes (perhaps best known: Collin-Dufresne Goldstein Martin 2001 Journal of Finance), but nobody ever gives you a basic distributional of their data.I'm investigating bond returns, and want to see how my values for skewness and kurtosis compare with the literature.
 
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alfredux
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skewness and kurtosis of yield levels vs changes

November 7th, 2013, 6:40 am

Last edited by alfredux on November 6th, 2013, 11:00 pm, edited 1 time in total.