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Journal of the Royal Statistical Society. Series B (Statistical Methodology), ISSN 1369-7412, 1/2007, Volume 69, Issue 5, pp. 741 - 796
Journal Article
IEEE Transactions on Automatic Control, ISSN 0018-9286, 07/2017, Volume 62, Issue 7, pp. 3594 - 3601
A concurrent learning (CL)-based parameter estimator is developed to identify the unknown parameters in a nonlinear system. Unlike state-of-the-art CL... 
Estimation error | Parameter estimation | Smoothing methods | Adaptive systems | Heuristic algorithms | concurrent learning | History | Transient analysis | observers | Convergence | Lyapunov methods | parameter estimation | LINEAR-SYSTEMS | ADAPTIVE-CONTROL | IDENTIFICATION | AUTOMATION & CONTROL SYSTEMS | ENGINEERING, ELECTRICAL & ELECTRONIC
Journal Article
IEEE Transactions on Knowledge and Data Engineering, ISSN 1041-4347, 07/2018, Volume 30, Issue 7, pp. 1240 - 1253
Journal Article
Bayesian Analysis, ISSN 1936-0975, 2018, Volume 13, Issue 4, pp. 1133 - 1157
Journal Article
IEEE Transactions on Signal Processing, ISSN 1053-587X, 11/2017, Volume 65, Issue 22, pp. 5982 - 5994
Journal Article
Advances in Water Resources, ISSN 0309-1708, 2005, Volume 28, Issue 2, pp. 135 - 147
Hydrologic models are twofold: models for understanding physical processes and models for prediction. This study addresses the latter, which modelers use to... 
Dual estimation | Streamflow forecasting | Kernel smoothing | Stochastic processes | Ensemble Kalman filter | Data assimilation | RAINFALL-RUNOFF MODELS | CALIBRATION | dual estimation | GLOBAL OPTIMIZATION | streamflow forecasting | UNCERTAINTY | WATER RESOURCES | data assimilation | stochastic processes | ensemble Kalman filter
Journal Article
ISSN 1053-587X, 2017
We present approximate algorithms for performing smoothing in a class of high-dimensional state-space models via sequential Monte Carlo methods ("particle... 
state-space model | sequential Monte Carlo | smoothing | particle filter | high dimensions
Journal Article
IEEE/ASME Transactions on Mechatronics, ISSN 1083-4435, 10/2014, Volume 19, Issue 5, pp. 1593 - 1602
Journal Article
IEEE Wireless Communications Letters, ISSN 2162-2337, 7/2019, pp. 1 - 1
A multi-dimensional parameter estimation method for radio propagation measurements is investigated. A distributed electromagnetic vector antenna (EMVA) array... 
Antenna measurements | Smoothing methods | Parameter estimation | propagation measurements | vector antenna arrays | multi-dimensional parameter estimation | Delays | Multiple signal classification | Covariance matrices | Antenna arrays
Journal Article
Electronic Journal of Statistics, ISSN 1935-7524, 2016, Volume 10, Issue 2, pp. 3621 - 3647
In this article, we consider an imputation method to handle missing response values based on semiparametric quantile regression estimation. In the proposed... 
Semiparametric quantile regression | GMM | Imputation | HOT DECK IMPUTATION | imputation | SMOOTHING SPLINES | MISSING DATA | MULTIPLE-IMPUTATION | STATISTICS & PROBABILITY | EMPIRICAL LIKELIHOOD | semiparametric quantile regression | INFERENCE
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