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Analysis of Financial Time Series

3 messages · Brian G. Peterson, Spencer Graves

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Hello, All: 

      I'm currently developing an R companion to Ruey Tsay (2005) 
Analysis of Financial Time Series, 2nd ed. (Wiley), and I'd be pleased 
to have help. 

      A preliminary version "FinTS 0.1-17" is now available on CRAN.  A 
slightly newer version can be installed from R-Forge via 
'install.packages("FinTS",repos="http://r-forge.r-project.org")'.  The 
source code is available via "svn checkout 
svn://svn.r-forge.r-project.org/svnroot/fints". 

      The current versions contain all the data sets used in the text as 
documented R objects plus script files to generate nearly all the 
analyses in chapters 1 and 2.  It is therefore a great help, I believe, 
for anyone reading this book. 

      I could use volunteers to help me complete the package.  So far, 
I've found R functions to reproduce nearly all the examples, figures and 
tables in the book.  However, I don't use them routinely, and it is 
taking me considerable time to find what is available, to decide which 
of the available functions seem most appropriate for each application, 
and figure out how to use it so I get results reasonably close to those 
in the book.  For example, chapter 3 discusses "Conditional 
Heteroscedastic Models", including ARCH, GARCH, EGARCH, CHARMA, random 
coefficient autoregressive models, and stochastic volatility models.  
Other chapters discuss nonlinear time series, high frequency and 
continuous time models, extreme values, multivariate time series, Kalman 
filtering, and MCMC.  I can follow the math, but I have not used many of 
these models myself. 

      If you are interested in helping with this project, please let me 
know. 

      Best Wishes,
      Spencer Graves
#
Spencer Graves wrote:
Spencer, I am very pleased to hear that you are making progress in this, 
as it is important work that many students, professionals, and 
researchers will benefit from.

I'm wondering if you've made a table of the examples or chapters and the 
specific topics or techniques employed in each.  I think that there are 
many people on this list who have expertise in specific techniques, as 
you suggest below.  I think that categorizing the examples by goal or 
technique could help enlist aid from this group, as individuals could 
choose a small number of examples that use a technique that they are are 
either already expert in in R, or a technique which they wish to learn 
in greater detail.

I'm traveling right now, and my copy of Tsay is at home, but I would be 
happy to help construct such a cross-reference table if it doesn't 
already exist.

Regards,

    - Brian
2 days later
#
Dear Brian: 

      What do you think of "http://fints.r-forge.r-project.org" and the 
attached "FinTS Project Work Plan.xls"? 

      I think I should next do the following: 

      1.  Fix the obvious display problems with this web site. 

      2.  What do you think about posting questions to R Wiki, then 
asking package maintainers (and later R-SIG Finance) to help resolve 
questions?  That should stimulate a discussion whose resolution should 
be reasonably well documented and accessible to others.  I plan to try 
that with an ARCH question from Tsay's chapter 3. 

      3.  Upload a new version of FinTS to CRAN. 

      4.  When that's available, issue a progress report to 
R-SIG-Finance, inviting responses via R Wiki. 

      Best Wishes,
      Spencer Graves
Brian G. Peterson wrote:
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