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Information Theoretic Optimality of Observation Driven Time Series Models

https://doi.org/10.2139/ssrn.2423765
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34/34 checkable references clean · checked 2026-08-27

Every reference with a DOI in the deposited reference list resolved to a known work in Crossref or DataCite at the dated check, and none carried a retraction, withdrawal, or removal notice.

3 without a DOI — not checked. A reference deposited without a DOI is never matched by title or guessed at; it stays outside the checked set, and this line discloses that.

The 34 checked references that resolve
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Information Theory and an Extension of the Maximum Likelihood Principle
resolves10.2139/ssrn.2089452
Stationarity and Ergodicity of Univariate Generalized Autoregressive Score Processes
resolves10.2139/ssrn.2404276
Maximum Likelihood Estimation for Generalized Autoregressive Score Models
resolves10.1016/0304-4076(86)90063-1
Generalized autoregressive conditional heteroskedasticity
resolves10.1002/0471200611
Elements of Information Theory
resolves10.2139/ssrn.1297183
A General Framework for Observation Driven Time-Varying Parameter Models
resolves10.1198/jbes.2011.10070
A Dynamic Multivariate Heavy-Tailed Model for Time-Varying Volatilities and Correlations
resolves10.1002/jae.1279
GENERALIZED AUTOREGRESSIVE SCORE MODELS WITH APPLICATIONS
resolves10.2139/ssrn.1765764
Observation Driven Mixed-Measurement Dynamic Factor Models with an Application to Credit Risk
resolves10.1093/biomet/90.4.777
Observation-driven models for Poisson counts
resolves10.2139/ssrn.2284235
Dynamic Copula Models and High Frequency Data
resolves10.1093/acprof:oso/9780199641178.001.0001
Time Series Analysis by State Space Methods
resolves10.1093/biomet/84.3.669
Monte Carlo maximum likelihood estimation for non-Gaussian state space models
resolves10.2307/1912773
Autoregressive Conditional Heteroscedasticity with Estimates of the Variance of United Kingdom Inflation
resolves10.1002/jae.683
New frontiers for arch models
resolves10.2307/2999632
Autoregressive Conditional Duration: A New Model for Irregularly Spaced Transaction Data
resolves10.1017/cbo9781139540933
Dynamic Models for Volatility and Heavy Tails
resolves10.1080/01621459.2014.887011
Filtering With Heavy Tails
resolves10.1214/aos/1032298288
Locally parametric nonparametric density estimation
resolves10.1103/physrev.106.620
Information Theory and Statistical Mechanics
resolves10.1017/CBO9780511790423
Probability Theory
resolves10.1007/978-94-011-2430-0_1
Entropy Optimization Principles and Their Applications
resolves10.2139/ssrn.2016266
Predicting Time-Varying Parameters with Parameter-Driven and Observation-Driven Models
resolves10.1214/aoms/1177729694
On Information and Sufficiency
resolves10.2139/ssrn.2264249
Measuring Credit Risk in a Large Banking System: Econometric Modeling and Empirics
resolves10.2307/1912849
The Measurement and Decomposition of Multi-Dimensional Inequality
resolves10.1109/TAC.1975.1100882
Approximate non-Gaussian filtering with linear state and observation relations
resolves10.1111/j.1467-937x.2010.00603.x
Efficient Estimation of the Parameter Path in Unstable Time Series Models
resolves10.2307/2951474
Asymptotic Filtering Theory for Univariate Arch Models
resolves10.2139/ssrn.2269405
Time-Varying Systemic Risk: Evidence from a Dynamic Copula Model of CDS Spreads
resolves10.1002/j.1538-7305.1948.tb01338.x
A Mathematical Theory of Communication
resolves10.1093/oso/9780199257195.001.0001
Stochastic Volatility
resolves10.1016/0378-3758(95)00034-8
Entropy, divergence and distance measures with econometric applications
resolves10.1016/s0304-4076(01)00126-9
Uses of entropy and divergence measures for evaluating econometric approximations and inference
The 3 references without a DOI — listed, not checked
no DOI — not checkedComputation of maximum likelihood estimates for score driven models for positive valued observations
no DOI — not checkedStatistical analysis of time series: some recent developments
no DOI — not checkedref27
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