A flexible smoother adapted to censored data with outliers and its application to SARS-CoV-2 monitoring in wastewater
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Jean-Marie Mouchel | Marie Courbariaux | Nicolas Cluzel | Siyun Wang | Vincent Mar'echal | Laurent Moulin | S'ebastien Wurtzer | Ob'epine consortium | Yvon Maday | Gr'egory Nuel
[1] Rudolph van der Merwe,et al. The unscented Kalman filter for nonlinear estimation , 2000, Proceedings of the IEEE 2000 Adaptive Systems for Signal Processing, Communications, and Control Symposium (Cat. No.00EX373).
[2] Michael J. Piovoso,et al. Nonlinear estimators for censored data: A comparison of the EKF, the UKF and the Tobit Kalman filter , 2015, 2015 American Control Conference (ACC).
[3] Lennart Ljung,et al. Generalized Kalman smoothing: Modeling and algorithms , 2016, Autom..
[4] H.F. Durrant-Whyte,et al. A new approach for filtering nonlinear systems , 1995, Proceedings of 1995 American Control Conference - ACC'95.
[5] Wolfgang Rauch,et al. Data filtering methods for SARS-CoV-2 wastewater surveillance. , 2021, Water science and technology : a journal of the International Association on Water Pollution Research.
[6] D. Leleux,et al. Applications of Kalman filtering to real-time trace gas concentration measurements , 2002 .
[7] L. Moulin,et al. A nationwide indicator to smooth and normalize heterogeneous SARS-CoV-2 RNA data in wastewater , 2021, Environment International.
[8] B. Desjardins,et al. The effects of heterogeneity and stochastic variability of behaviours on the intrinsic dynamics of epidemics , 2021, medRxiv.
[9] Giovanni Petris,et al. An R Package for Dynamic Linear Models , 2010 .
[10] Michael J. Piovoso,et al. The Tobit Kalman Filter: An Estimator for Censored Measurements , 2016, IEEE Transactions on Control Systems Technology.
[11] D. Champredon,et al. A wastewater-based epidemic model for SARS-CoV-2 with application to three Canadian cities , 2021, Epidemics.
[12] Andrew W. Moore,et al. Locally Weighted Learning , 1997, Artificial Intelligence Review.
[13] L. Moulin,et al. Evaluation of lockdown effect on SARS-CoV-2 dynamics through viral genome quantification in waste water, Greater Paris, France, 5 March to 23 April 2020 , 2020, Euro surveillance : bulletin Europeen sur les maladies transmissibles = European communicable disease bulletin.
[14] Michael J. Piovoso,et al. Modelling HIV-1 2-LTR dynamics following raltegravir intensification , 2013, Journal of The Royal Society Interface.
[15] S. Luby,et al. Uncertainties in estimating SARS-CoV-2 prevalence by wastewater-based epidemiology , 2021, Chemical Engineering Journal.
[16] David J. C. MacKay,et al. Bayesian Interpolation , 1992, Neural Computation.
[17] R. E. Kalman,et al. New Results in Linear Filtering and Prediction Theory , 1961 .
[18] S. Haykin. Kalman Filtering and Neural Networks , 2001 .
[19] Mark Ilg,et al. Kalman filter-based tracking of multiple similar objects from a moving camera platform , 2012, 2012 IEEE 51st IEEE Conference on Decision and Control (CDC).
[20] T. Başar,et al. A New Approach to Linear Filtering and Prediction Problems , 2001 .