Affine Term Structure Models: Theory, Characterization, and Estimation

Affine Term Structure Models: Theory, Characterization, and Estimation
Title Affine Term Structure Models: Theory, Characterization, and Estimation PDF eBook
Author Anders Brandt Wulff-Andersen
Publisher
Pages 100
Release 2000
Genre
ISBN

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Specification Analysis of Affine Term Structure Models

Specification Analysis of Affine Term Structure Models
Title Specification Analysis of Affine Term Structure Models PDF eBook
Author Qiang Dai
Publisher
Pages 51
Release 1997
Genre Geometry, Affine
ISBN

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This paper characterizes, interprets, and tests the over-identifying restrictions imposed in affine models of the term" structure. Letting r(t) = ë Y(t), where Y is an unobserved vector affine process, our analysis proceeds in three steps. First, we show that affine models can be categorized according to the different over-identifying restrictions they impose on (i) ë, and (ii) the parameters of the diffusion matrices. Second, this formulation is shown to be equivalent to a model in which there is a terraced drift structure with one of the state variables being the stochastic long-run mean of r. This equivalence allows direct comparisons of the substantive restrictions on the dynamics of interest rates imposed in CIR-style models and models in which the state variables are the stochastic long-run mean and volatility of r. Third, we compute simulated method of moments estimates of a three-factor affine term structure model, and test the over-identifying restrictions on the joint distribution of long- and short-term interest rates implied by extant affine models of r. We find allowing for correlated factors is key to simultaneously describing the short and long ends of the yield curve. This finding is interpreted in terms of the properties of the risk factors underlying term structure movements

Term-Structure Models

Term-Structure Models
Title Term-Structure Models PDF eBook
Author Damir Filipovic
Publisher Springer Science & Business Media
Pages 259
Release 2009-07-28
Genre Mathematics
ISBN 3540680152

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Changing interest rates constitute one of the major risk sources for banks, insurance companies, and other financial institutions. Modeling the term-structure movements of interest rates is a challenging task. This volume gives an introduction to the mathematics of term-structure models in continuous time. It includes practical aspects for fixed-income markets such as day-count conventions, duration of coupon-paying bonds and yield curve construction; arbitrage theory; short-rate models; the Heath-Jarrow-Morton methodology; consistent term-structure parametrizations; affine diffusion processes and option pricing with Fourier transform; LIBOR market models; and credit risk. The focus is on a mathematically straightforward but rigorous development of the theory. Students, researchers and practitioners will find this volume very useful. Each chapter ends with a set of exercises, that provides source for homework and exam questions. Readers are expected to be familiar with elementary Itô calculus, basic probability theory, and real and complex analysis.

Estimating and Testing Exponential-Affine Term Structure Models by Kalman Filter

Estimating and Testing Exponential-Affine Term Structure Models by Kalman Filter
Title Estimating and Testing Exponential-Affine Term Structure Models by Kalman Filter PDF eBook
Author Jin-Chuan Duan
Publisher
Pages
Release 2000
Genre
ISBN

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This paper proposes a unified state-space formulation for parameter estimation of exponential--affine term structure models. The proposed method uses an approximate linear Kalman filter which only requires specifying the conditional mean and variance of the system in an approximate sense. The method allows for measurement errors in the observed yields to maturity, and can simultaneously deal with many yields on bonds with different maturities. An empirical analysis of two special cases of this general class of model is carried out: the Gaussian case (Vasicek 1977) and the non-Gaussian case (Cox Ingersoll and Ross1985 and Chen and Scott 1992). Our test results indicate a strong rejection of these two cases. A Monte Carlo study indicates that the procedure is reliable for moderate sample sizes.

GMM Estimation of Affine Term Structure Models

GMM Estimation of Affine Term Structure Models
Title GMM Estimation of Affine Term Structure Models PDF eBook
Author Jaroslava Hlouskova
Publisher
Pages 34
Release 2019
Genre
ISBN

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This article investigates parameter estimation of affine term structure models by means of the generalized method of moments. Exact moments of the affine latent process as well as of the yields are obtained by using results derived for p-polynomial processes. Then the generalized method of moments, combined with Quasi-Bayesian methods, is used to get reliable parameter estimates and to perform inference. After a simulation study, the estimation procedure is applied to empirical interest rate data.

Term Structure Modeling and Estimation in a State Space Framework

Term Structure Modeling and Estimation in a State Space Framework
Title Term Structure Modeling and Estimation in a State Space Framework PDF eBook
Author Wolfgang Lemke
Publisher Springer Science & Business Media
Pages 224
Release 2005-12-08
Genre Business & Economics
ISBN 3540283447

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This book has been prepared during my work as a research assistant at the Institute for Statistics and Econometrics of the Economics Department at the University of Bielefeld, Germany. It was accepted as a Ph.D. thesis titled "Term Structure Modeling and Estimation in a State Space Framework" at the Department of Economics of the University of Bielefeld in November 2004. It is a pleasure for me to thank all those people who have been helpful in one way or another during the completion of this work. First of all, I would like to express my gratitude to my advisor Professor Joachim Frohn, not only for his guidance and advice throughout the com pletion of my thesis but also for letting me have four very enjoyable years teaching and researching at the Institute for Statistics and Econometrics. I am also grateful to my second advisor Professor Willi Semmler. The project I worked on in one of his seminars in 1999 can really be seen as a starting point for my research on state space models. I thank Professor Thomas Braun for joining the committee for my oral examination.

Identification and estimation of Gaussian affine term structure models

Identification and estimation of Gaussian affine term structure models
Title Identification and estimation of Gaussian affine term structure models PDF eBook
Author James D. Hamilton
Publisher
Pages 60
Release 2012
Genre Economics
ISBN

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This paper develops new results for identification and estimation of Gaussian affine term structure models. We establish that three popular canonical representations are unidentified, and demonstrate how unidentified regions can complicate numerical optimization. A separate contribution of the paper is the proposal of minimum-chi-square estimation as an alternative to MLE. We show that, although it is asymptotically equivalent to MLE, it can be much easier to compute. In some cases, MCSE allows researchers to recognize with certainty whether a given estimate represents a global maximum of the likelihood function and makes feasible the computation of small-sample standard errors.