Research output per year
Research output per year
Personal profile
Biography
BSc in Computational and Statistical Science (Mathematical Statistics) and PhD in Econometrics.
Research interests
Specific research interests:
Main research interest is micro-data modeling. Areas of application have included experimental economics (binary panels), observational labour market behaviour (grouped count responses, deteminants of pricing for non-standard occupations), and poverty/inequality measurement (UK data, statistical data fusion).
Other interests include state space modelling of time series and econometric digital research.
Current/recent research projects:
CoDE: Centre on Dynamics of Ethnicity. ESRC 2013-2020. Large multidisciplinary project based in Social Science.
How are poverty, ethnicity and social netwroks related? JRF 2014. With colleagues in CMIST.
Units taught
UG- Intro. Statistics, Advanced Statistics, Intro. Computing Applications, Basic Econometrics, Marketing Research, Business Forecasting, PG- Further Econometrics, Econometric Computing (Stata/Gauss)
Pre-Manchester: State Space Modeling of Time Series, Fortran 77 Programming, Quantitative Methods
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Areas of expertise
- HA Statistics
- QA76 Computer software
Research Beacons, Institutes and Platforms
- Institute for Data Science and AI
- Digital Futures
- Cathie Marsh Institute
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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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Generalized additive modeling of the credit risk of Korean personal bank loans
Kim, Y.-A., Moffatt, P. & Peters, S., Sept 2022, In: The Journal of Credit Risk. 18, 3, p. 77 103 p.Research output: Contribution to journal › Article › peer-review
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MetaMap versus BERT Models with Explanable Active Learning: Ontology-Based Experiments with Prior Knowledge for COVID-19,
Arguello Casteleiro, M., Henson, C., Marato, N., Li, S., Des-Diz, J., Fernandez-Prieto, M., Peters, S., Furmston, T., Sevillano Torrado, C., Maseda Fernandez, D., Kulsrestha, M., Keane, J., Stevens, R. & Wroe, C., Jan 2022. 10 p.Research output: Contribution to conference › Paper › peer-review
Open Access -
Semantic Deep Learning: prior knowledge and a type of four-term embedding analogies to acquire treatments for wellknown diseases
Arguello Casteleiro, M., Des-Diz, J., Maroto, N., Fernandez-Prieto, M. J., Peters, S., Wroe, C., Torrado, C. S., Fernandez, D. M. & Stevens, R., 6 Aug 2020, In: JMIR medical informatics. 8, 8Research output: Contribution to journal › Article › peer-review
Open Access -
Exploring semantic deep learning for building reliable and reusable one health knowledge from PubMed systematic reviews and veterinary clinical notes
Arguello Casteleiro, M., Stevens, R., Des-Diz, J., Wroe, C., Fernandez-Prieto, M. J., Maroto, N., Maseda Fernandez, D., Demetriou, G., Peters, S., Noble, P.-J. M., Jones, P. H., Dukes-McEwan, J., Radford, A. D., Keane, J. & Nenadic, G., 12 Nov 2019, In: Journal of Biomedical Semantics. 10, 22Research output: Contribution to journal › Article › peer-review
Open Access -
How is the benefit of mixed social networks altered by neighbourhood deprivation for ethnic groups?
Peters, S., Finney, N. & Kapadia, D., 2018, In: Journal of Ethnic and Migration Studies.Research output: Contribution to journal › Article › peer-review
Open Access
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CoDE: Centre on Dynamics of Ethnicity (CoDE)
Alexander, C. (CoI), Ali-Moore, R. (Support team), Begum, N. (Support team), Byrne, B. (PI), Campion, K. (Support team), Clark, K. (CoI), Kapadia, D. (CoI), Nazroo, J. (CoI), Peters, S. (CoI), Rhodes, J. (CoI), Shankley, W. (Support team), Sobolewska, M. (CoI), Martin, N. (CoI), Wade, P. (CoI), Esmail, A. (CoI), Tsoneva, E. (Support team), Burke, H. (Support team) & Jones, M. (Support team)
1/01/13 → …
Project: Research
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Ethnicity and Migration
Laurence, J. (PI), Ali-Moore, R. (PI), Campion, K. (PI), Chandola, T. (PI), Begum, N. (PI), Haarmans, M. (PI), Hannemann, T. (PI), Higgins, V. (PI), Shankley, W. (PI), Buffel, T. (PI), Shryane, N. (PI), Brown, M. (PI), Wisniowski, A. (PI), Peters, S. (PI), Sobolewska, M. (PI), Ford, R. (PI), Nazroo, J. (PI), Kapadia, D. (CoI), Byrne, B. (PI), Troncoso Ruiz, P. (PI), Li, Y. (PI), Harris, S. (PI), Aparicio-Castro, A. (PI), Taylor, H. (PI), Cotterell, N. (PI), Chambers, R. (PI), Castillo Jaramillo, J. (PI) & Gosling, Z. (Support team)
1/08/19 → 30/09/22
Project: Research