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State Space and Unobserved Component Models: Theory and Applications Book

State Space and Unobserved Component Models: Theory and Applications
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State Space and Unobserved Component Models: Theory and Applications, Offering a broad overview of the state-of-the-art developments in the theory and applications of state space modeling, fourteen chapters from twenty-three contributors present a unique synthesis of state space methods and unobserved component models impor, State Space and Unobserved Component Models: Theory and Applications
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  • State Space and Unobserved Component Models: Theory and Applications
  • Written by author Andrew Harvey
  • Published by Cambridge University Press, 9/13/2012
  • Offering a broad overview of the state-of-the-art developments in the theory and applications of state space modeling, fourteen chapters from twenty-three contributors present a unique synthesis of state space methods and unobserved component models impor
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Book Categories

Authors

Pt. I State space models 1
1 Introduction to state space time series analysis 3
2 State structure, decision making and related issues 26
3 An introduction to particle filters 40
Pt. II Testing 73
4 Frequency domain and wavelet-based estimation for long-memory signal plus noise models 75
5 A goodness-of-fit test for AR(1) models and power against state space alternatives 92
6 Tests for cycles 102
Pt. III Bayesian inference and bootstrap 121
7 Efficient Bayesian parameter estimation 123
8 Empirical Bayesian inference in a nonparametric regression model 152
9 Resampling in state space models 171
Pt. IV Applications 203
10 Measuring and forecasting financial variability using realised variance 205
11 Practical filtering for stochastic volatility models 236
12 On RegComponent time series models and their applications 248
13 State spaces modelling in macroeconomics and finance using SsfPack in S+Finmetrics 284
14 Finding genes in the human genome with hidden Markov models 336


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State Space and Unobserved Component Models: Theory and Applications, Offering a broad overview of the state-of-the-art developments in the theory and applications of state space modeling, fourteen chapters from twenty-three contributors present a unique synthesis of state space methods and unobserved component models impor, State Space and Unobserved Component Models: Theory and Applications

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State Space and Unobserved Component Models: Theory and Applications, Offering a broad overview of the state-of-the-art developments in the theory and applications of state space modeling, fourteen chapters from twenty-three contributors present a unique synthesis of state space methods and unobserved component models impor, State Space and Unobserved Component Models: Theory and Applications

State Space and Unobserved Component Models: Theory and Applications

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State Space and Unobserved Component Models: Theory and Applications, Offering a broad overview of the state-of-the-art developments in the theory and applications of state space modeling, fourteen chapters from twenty-three contributors present a unique synthesis of state space methods and unobserved component models impor, State Space and Unobserved Component Models: Theory and Applications

State Space and Unobserved Component Models: Theory and Applications

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