Tsay, Analysis of Financial Time Series, 3e

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Tsay, Analysis of Financial Time Series, 3e

Postby TomDoan » Fri Jun 29, 2012 12:24 pm

The attached zip has the programs and data for Analysis of Financial Time Series , 3e by Ruey Tsay (2010, Wiley). This is a graduate level text on time series analysis with a special emphasis on computations needed in finance. For instance, there are several examples which compute the value-at-risk (VaR) using different methods. This also has quite a few "non-standard" GARCH models that require estimation by MAXIMIZE, though it also uses more standard GARCH models as well. Several other areas not generally covered in textbooks are threshold models, and Gibbs sampling. Note that the Gibbs sampling examples often use rather inefficient techniques (for instance "griddy Gibbs") and so several are quite slow.

This book is available for purchase from Estima. See http://www.estima.com/textbook_tsay.shtml

tsay_3.zip
Zip with programs/data
(3.17 MiB) Downloaded 300 times


Example Description RATS Level
tsayp011.rpf Descriptive statistics Intermediate
tsayp019.rpf Graphics examples Basic
tsayp021.rpf Kernel density estimation Intermediate
tsayp033.rpf Graphing autocorrelations Basic
tsayp042.rpf AR models, analysis of roots Intermediate
tsayp047.rpf AR models Intermediate
tsayp060.rpf MA order Basic
tsayp078.rpf Unit root test Basic
tsayp079.rpf Unit root test Basic
tsayp081.rpf Seasonal ARMA model Basic
tsayp086.rpf Seasonal ARMA model Basic
tsayp090.rpf ARMA-X model Basic
tsayp111.rpf Graphing volatility statistics Basic
tsayp116.rpf Graphing volatility statistics Basic
tsayp123.rpf ARCH model Basic
tsayp131.rpf ARCH model Basic
tsayp134.rpf ARCH and GARCH models Intermediate
tsayp145.rpf EGARCH model Basic
tsayp151.rpf CHARMA model Advanced
tsayp155.rpf GARCH model (univariate/non-standard form) Advanced
tsayp158.rpf GARCH model (univariate with spillovers) Advanced
tsayp160.rpf Sample volatility estimates Advanced
tsayp178.rpf Bilinear model Intermediate
tsayp180.rpf STAR model Advanced
tsayp182.rpf Asymmetrical GARCH model Advanced
tsayp185.rpf STAR-ARCH model Advanced
tsayp188.rpf Markov Switching model Advanced
tsayp196.rpf Non-parametric regression Basic
tsayp203.rpf Neural network Intermediate
tsayp204.rpf Neural network Intermediate
tsayp218.rpf Nonlinear AR models Advanced
tsayp238.rpf Tick data Advanced
tsayp241.rpf Tick data Advanced
tsayp243.rpf Tick data Advanced
tsayp250.rpf Ordered probit model Advanced
tsayp261.rpf ACD models Advanced
tsayp264.rpf ACD models Advanced
tsayp268.rpf Transactions models Advanced
tsayp270.rpf ACD models Advanced
tsayp295.rpf Geometric Brownian Motion Basic
tsayp296.rpf Geometric Brownian Motion Basic
tsayp302.rpf Black-Scholes Basic
tsayp305.rpf Black-Scholes Advanced
tsayp330.rpf Value at Risk (VaR) using GARCH Intermediate
tsayp334.rpf Value at Risk (VaR) using GARCH Intermediate
tsayp338.rpf Value at Risk (VaR) using GARCH, multi-step Basic
tsayp339.rpf Value at Risk (VaR) using quantiles Basic
tsayp340.rpf Value at Risk (VaR) using quantiles Basic
tsayp348.rpf Generalized Extreme Value-tail index estimation Advanced
tsayp355.rpf Value at Risk (VaR) using GEV Intermediate
tsayp364.rpf Value at Risk (VaR) using GEV, GPD Advanced
tsayp373.rpf Value at Risk (VaR) using GEV with explanatory variables Advanced
tsayp383.rpf Extremal index Advanced
tsayp393.rpf Cross correlation tables Intermediate
tsayp395.rpf Cross correlation tables Basic
tsayp407.rpf Vector autoregression (VAR) Intermediate
tsayp421.rpf Vector ARMA model Advanced
tsayp425.rpf Vector ARMA model Advanced
tsayp438.rpf Vector Error Correction model (VECM) Intermediate
tsayp445.rpf Threshold cointegration model Advanced
tsayp449.rpf Vector Error Correction model (VECM) Intermediate
tsayp470.rpf Single Factor model Advanced
tsayp475.rpf Multiple (macroeconomic) factor model Advanced
tsayp478.rpf BARRA factor model Advanced
tsayp485.rpf Principal components factor model Intermediate
tsayp493.rpf Maximum likelihood factor model Advanced
tsayp495.rpf Maximum likelihood factor model Advanced
tsayp500.rpf Asymptotic principal components model Advanced
tsayp507.rpf MV-GARCH (EWMA) Intermediate
tsayp511.rpf MV-GARCH (DVEC) Advanced
tsayp514.rpf MV-GARCH (BEKK) Intermediate
tsayp523.rpf MV-GARCH (CC) Intermediate
tsayp524.rpf MV-GARCH (time varying correlations) Advanced
tsayp532.rpf MV-GARCH (DCC) Basic
tsayp538.rpf MV-GARCH (Cholesky factor model) Advanced
tsayp544.rpf MV-GARCH (principal factors) Advanced
tsayp546.rpf MV-GARCH VaR calculations Intermediate
tsayp559.rpf State-space model (local level) Intermediate
tsayp602.rpf State-space model (time varying CAPM) Advanced
tsayp605.rpf State-space model (unobservable components) Advanced
tsayp627.rpf Gibbs sampling (AR regression model) Expert
tsayp635.rpf Gibbs sampling (outlier detection) Expert
tsayp640.rpf Gibbs sampling (stochastic volatility) Expert
tsayp658.rpf Gibbs sampling (multivariate SV) Expert
tsayp663.rpf Gibbs sampling (Markov switching GARCH) Expert
TomDoan
 
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Joined: Wed Nov 01, 2006 5:36 pm

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