Research output per year
Research output per year
Personal profile
Research interests
Wavelet multiscale methods, non-stationary time series, long memory processes, nonparametric regression, data collected on irregular and spatial structures, networks. Applications in energy, biology, bioinformatics.
Biography
BSc Mathematics (Bucharest)
MSc Stochastic Processes and Theoretical Statistics (Bucharest)
PhD Statistics (Bristol)
Post-doctoral research positions sponsored by GCHQ (Bristol, 2006-2008) and on the EPSRC funded project Locally Stationary Energy Time series (Bristol, 2011-2013). [Academic career break to fit with my very young family-- worked part-time as a medical statistician for NHS Blood and Transplant, Bristol, 2008-2011.]
In September 2013 I joined the Department of Mathematics at the University of York as a Lecturer in Statistics.
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Automatic Locally Stationary Time Series Forecasting with application to predicting UK Gross Value Added Time Series
Killick, R., Knight, M. I., Nason, G. P., Nunes, M. A. & Eckley, I. A., 1 Jan 2025, In: Journal of the Royal Statistical Society; Series C (Applied Statistics). 74, 1, p. 18-33 16 p., qlae043.Research output: Contribution to journal › Article › peer-review
Open AccessFile -
Continuous Time Locally Stationary Wavelet Processes
Palasciano, H. A., Knight, M. I. & Nason, G. P., 27 Jan 2025, (Accepted/In press) In: Biometrika.Research output: Contribution to journal › Article › peer-review
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A Complete Pipeline for Heart Rate Extraction from Infant ECG
Mason, H. T., Martinez Cedillo, P., Vuong, Q., Garcia De Soria Bazan, M. D. C., Smith, S. L., Geangu, E. & Knight, M. I., 6 Mar 2024, (Accepted/In press) In: Signals.Research output: Contribution to journal › Article › peer-review
Open AccessFile
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NeST Programme Grant
Knight, M. I. (Principal investigator)
1/12/22 → 30/11/28
Project: Research project (funded) › Research
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Novel strategies for efficient selection of lines with synchronised development by using properties of the circadian clock
Ezer, D. (Principal investigator), Davis, S. J. (Co-investigator) & Knight, M. I. (Co-investigator)
BBSRC (BIOTECHNOLOGY AND BIOLOGICAL SCIENCES RESEARCH COUNCIL)
1/01/22 → 31/12/24
Project: Research project (funded) › Research
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How the natural statistics of infants' real world environments shape the development of brain networks for social executive functions
Geangu, E. (Principal investigator), Smith, S. L. (Co-investigator), Knight, M. I. (Co-investigator), Tse, Z. (Co-investigator), Smith, W. A. P. (Co-investigator) & Henderson, L.-M. (Co-investigator)
1/08/21 → 31/10/23
Project: Research project (funded) › Research
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Statistics for Learning from Complex Data, KAUST, Saudi Arabia
Knight, M. I. (Invited speaker)
17 Nov 2024 → 21 Nov 2024Activity: Talk or presentation › Invited talk
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Joint Statistical Meeting (JSM) 2024
Knight, M. I. (Invited speaker)
3 Aug 2024 → 8 Aug 2024Activity: Talk or presentation › Invited talk
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6th International Conference on Econometrics and Statistics
Marina Iuliana Knight (Invited speaker)
1 Aug 2023 → 3 Aug 2023Activity: Participating in or organising an event › Conference