Efficient estimation in Markov chain models: an introduction
We outline the theory of efficient estimation for semiparametric Markov chain models, and illustrate in a number of simple cases how the theory can be used to determine lower bounds for the asymptotic variance of estimators and to construct efficient ...
Wolfgang Wefelmeyer
core
Modeling Nonstationary Time Series Using Locally Stationary Basis Processes. [PDF]
Ganguly S, Craigmile PF.
europepmc +1 more source
Generalized Adaptive Exponential Smoothing Of Ergodic Markovian Observation Sequences
An exponential smoothing procedure applied to a homogeneous Markovian observation sequence generates an inhomogeneous Markov process as sequence of smoothed values.
Ulrich Herkenrath +2 more
core
Forecasting COVID-19 pandemic using optimal singular spectrum analysis. [PDF]
Kalantari M.
europepmc +1 more source
Estimation of a tail index based on minimum density power divergence
In this paper, we consider the minimum density power divergence estimator for the tail index of heavy tailed distributions in strong mixing processes. It is shown that the estimator is consistent and asymptotically normal under regularity conditions. The
Kim, Moosup, Lee, Sangyeol
core
Bootstrapping Cointegration Tests Under Structural Co-Breaks: A Robust Extended ECM test. [PDF]
The aim of the paper is the analysis of ECM (Error Correction Model) bootstrap cointegration tests under structural breaks. Classical ECM tests depend on some nuisance parameters, which is an undesirable feature for empirical applications.
Escribano, Álvaro, Arranz, Miguel A.
core
Order selection in GARMA models for count time series: a Bayesian perspective. [PDF]
Lastra KZ, Pumi G, Prass TS.
europepmc +1 more source
A hierarchical spatio-temporal model to analyze relative risk variations of COVID-19: a focus on Spain, Italy and Germany. [PDF]
Jalilian A, Mateu J.
europepmc +1 more source
Optimal bandwidth selection in stochastic regression of Bio-FET measurements. [PDF]
Melara LA +4 more
europepmc +1 more source
Comparative Chromosome Mapping of Musk Ox and the X Chromosome among Some Bovidae Species. [PDF]
Proskuryakova AA +12 more
europepmc +1 more source

