Comparison of parametric and non‐parametric Bayesian inference for fusing sensory estimates in physiological time‐series analysis

Tingting Zhu; Hamza Javed; David A. Clifton

doi:10.1049/htl2.12003

Comparison of parametric and non‐parametric Bayesian inference for fusing sensory estimates in physiological time‐series analysis

Healthcare Technology Letters ◽

10.1049/htl2.12003 ◽

2021 ◽

Vol 8 (2) ◽

pp. 25-30

Author(s):

Tingting Zhu ◽

Hamza Javed ◽

David A. Clifton

Keyword(s):

Time Series ◽

Bayesian Inference ◽

Time Series Analysis ◽

Series Analysis ◽

Physiological Time ◽

Non Parametric

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Comparison of parametric and non-parametric time-series analysis methods on a long-term meteorological data set

Central European Geology ◽

10.1556/24.60.2017.011 ◽

2017 ◽

Vol 60 (3) ◽

pp. 316-332 ◽

Cited By ~ 6

Author(s):

Tímea Kocsis ◽

Ilona Kovács-Székely ◽

Angéla Anda

Keyword(s):

Time Series ◽

Time Series Analysis ◽

Meteorological Data ◽

Data Set ◽

Series Analysis ◽

Analysis Methods ◽

Non Parametric

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Advances on asymptotic normality in non-parametric functional time series analysis

Statistics ◽

10.1080/02331880802184961 ◽

2009 ◽

Vol 43 (1) ◽

pp. 13-33 ◽

Cited By ~ 38

Author(s):

Laurent Delsol

Keyword(s):

Time Series ◽

Time Series Analysis ◽

Asymptotic Normality ◽

Series Analysis ◽

Functional Time Series ◽

Non Parametric

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Fractal, entropic and chaotic approaches to complex physiological time series analysis: A critical appraisal

10.1109/iembs.2009.5332501 ◽

2009 ◽

Author(s):

Cheng Li ◽

Guang-Hong Ding ◽

Guo-Qiang Wu ◽

Chi-Sang Poon

Keyword(s):

Time Series ◽

Time Series Analysis ◽

Critical Appraisal ◽

Series Analysis ◽

Physiological Time

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SNP: A Program for Non-Parametric Time Series Analysis

The Economic Journal ◽

10.2307/2235242 ◽

1996 ◽

Vol 106 (439) ◽

pp. 1825

Author(s):

Jan M. Podivinsky

Keyword(s):

Time Series ◽

Time Series Analysis ◽

Series Analysis ◽

Non Parametric

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Interpreting the Dynamics of Embankment Dams through a Time-Series Analysis of Piezometer Data Using a Non-Parametric Spectral Estimation Method

Computing in Civil Engineering ◽

10.1061/9780784413029.004 ◽

2013 ◽

Cited By ~ 1

Author(s):

In-Soo Jung ◽

Mario Berges ◽

James H. Garrett, Jr. ◽

Christopher J. Kelly

Keyword(s):

Time Series ◽

Time Series Analysis ◽

Spectral Estimation ◽

Estimation Method ◽

Embankment Dams ◽

Series Analysis ◽

Non Parametric

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Multitask Gaussian Processes for Multivariate Physiological Time-Series Analysis

IEEE Transactions on Biomedical Engineering ◽

10.1109/tbme.2014.2351376 ◽

2015 ◽

Vol 62 (1) ◽

pp. 314-322 ◽

Cited By ~ 50

Author(s):

Robert Durichen ◽

Marco A. F. Pimentel ◽

Lei Clifton ◽

Achim Schweikard ◽

David A. Clifton

Keyword(s):

Time Series ◽

Time Series Analysis ◽

Gaussian Processes ◽

Series Analysis ◽

Physiological Time

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NON-PARAMETRIC APPROACH IN TIME SERIES ANALYSIS

Journal of Time Series Analysis ◽

10.1111/j.1467-9892.1993.tb00153.x ◽

1993 ◽

Vol 14 (4) ◽

pp. 397-408 ◽

Cited By ~ 6

Author(s):

Masanobu Taniguchi ◽

Masao Kondo

Keyword(s):

Time Series ◽

Time Series Analysis ◽

Parametric Approach ◽

Series Analysis ◽

Non Parametric

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A Bayesian Non-Parametric Dynamic AR Model for Multiple Time Series Analysis

Journal of Time Series Analysis ◽

10.1111/jtsa.12182 ◽

2016 ◽

Vol 37 (5) ◽

pp. 675-689 ◽

Cited By ~ 4

Author(s):

Luis E. Nieto-Barajas ◽

Fernando A. Quintana

Keyword(s):

Time Series ◽

Time Series Analysis ◽

Ar Model ◽

Multiple Time ◽

Multiple Time Series ◽

Series Analysis ◽

Non Parametric

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Was school closure effective in mitigating coronavirus disease 2019 (COVID-19)? Time series analysis using Bayesian inference

International Journal of Infectious Diseases ◽

10.1016/j.ijid.2020.07.052 ◽

2020 ◽

Vol 99 ◽

pp. 57-61 ◽

Cited By ~ 4

Author(s):

Kentaro Iwata ◽

Asako Doi ◽

Chisato Miyakoshi

Keyword(s):

Time Series ◽

Bayesian Inference ◽

Time Series Analysis ◽

School Closure ◽

Series Analysis

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Isomorphism between time series analysis and non-parametric statistical inference

Advances in Applied Probability ◽

10.1017/s0001867800043883 ◽

1977 ◽

Vol 9 (02) ◽

pp. 232-233

Author(s):

Emanuel Parzen

Keyword(s):

Time Series ◽

Time Series Analysis ◽

Statistical Inference ◽

Series Analysis ◽

Non Parametric

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