http://www.stir.ac.uk/people/federicoandreis
I have a Master degree in Statistics from the Catholic University in Milan, Italy and a PhD in Statistics with concentration in Epidemiology from the University of Milan-Bicocca, Italy. I am interested in the development and application of quantitative methods to health research, with a specific focus on linking official registers data to external environmental and socio-economic auxiliary information, to inform sampling strategies and modelling.
My research interests include finite population sampling - particularly with reference to epidemiological, public health and environmental applications - and data mining and modelling of electronic health records and questionnaire data. I have been working with more traditional statistical methods (item response theory models, generalised linear mixed models, discrete-margins copulas) and more recent statistical/machine learning paradigms. I am willing to supervise PhD students on the following areas:
Exploring the utility and safety of benzodiazepine prescribing among people receiving Opiate Replacement Therapy in Scotland: a multicentre retrospective cohort study
PI: Mr Joe Schofield
Funded by: Scottish Government
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COVID19 social distancing effects on social engagement, loneliness, wellbeing and physical activity in Scottish older adults, and an exploration of potential ameliorating strategies.
PI: Professor Anna Whittaker
Funded by: Chief Scientist Office
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Article
Thomson P, Angus NJ, Andreis F, Rushworth GF, Mohan AR, Chung ML & Leslie SJ (2020) Longitudinal evaluation of the effects of illness perceptions and beliefs about cardiac rehabilitation on quality of life of patients with coronary artery disease and their caregivers. Health and Quality of Life Outcomes, 18 (1), Art. No.: 158. https://doi.org/10.1186/s12955-020-01405-0
Article
A unified principled framework for resampling based on pseudo-populations: Asymptotic theory
Conti PL, Marella D, Mecatti F & Andreis F (2020) A unified principled framework for resampling based on pseudo-populations: Asymptotic theory. Bernoulli, 26 (2), pp. 1044-1069. https://doi.org/10.3150/19-bej1138
Article
Thomson P, Rushworth GF, Andreis F, Angus NJ, Mohan AR & Leslie SJ (2020) Longitudinal study of the relationship between patients' medication adherence and quality of life outcomes and illness perceptions and beliefs about cardiac rehabilitation. BMC Cardiovascular Disorders, 20 (1), Art. No.: 71. https://doi.org/10.1186/s12872-020-01378-4
Conference Paper (unpublished)
Whittaker AC, Tomaz SA, Ryde G, Connelly J, Coffee P, Kirkland A, McCabe L, Watchman K, Andreis F, Swales B, Martin JG, Pina I & Neely KC (2020) Loneliness, social support and wellbeing in Scottish older adults as a result of social distancing during the Covid19 pandemic. American Psychosomatic Society 2020 Virtual Meeting, Online, 03.12.2020-04.12.2020. https://psychosomatic.org/meetings/annual-meeting-2020/
Conference Paper (unpublished)
Impact of Covid19 social distancing on the social and mental health of Scottish older adults
Whittaker AC, Tomaz SA, Coffee P, Ryde G, Connelly J, Kirkland A, McCabe L, Watchman K, Andreis F, Neely KC, Swales B, Martin JG & Pina I (2020) Impact of Covid19 social distancing on the social and mental health of Scottish older adults. Scottish Physical Activity Research Connections 2020 Digital Conference, Online, 11.11.2020-18.11.2020. https://www.sparc.education.ed.ac.uk/conference-2020/
Conference Paper (unpublished)
Tomaz SA, Ryde G, Connelly J, Swales B, Martin JG, Pina I, Neely KC, Coffee P, Kirkland A, Andreis F, McCabe L, Watchman K & Whittaker AC (2020) The impact of Covid19 on Scottish older adults’ physical activity: Changes and associations with wellbeing. Scottish Physical Activity Research Connections 2020 Digital Conference, Online, 11.11.2020-18.11.2020. https://www.sparc.education.ed.ac.uk/conference-2020/
Article
Watchman K, Mattheys K, McKernon M, Strachan H, Andreis F & Murdoch J (2020) A person-centred approach to implementation of psychosocial interventions with people who have an intellectual disability and dementia-A participatory action study. Journal of Applied Research in Intellectual Disabilities. https://doi.org/10.1111/jar.12795
Article
Thomson P, Howie K, Leslie SJ, Angus NJ, Andreis F, Thomson R, Mohan ARM, Mondoa C & Chung ML (2020) Evaluating emotional distress and health-related quality of life in patients with heart failure and their family caregivers: Testing dyadic dynamics using the Actor-Partner Interdependence Model. PLOS ONE, 15 (1), Art. No.: e0227129. https://doi.org/10.1371/journal.pone.0227129
Article
On the role of weights rounding in applications of resampling based on pseudopopulations
Andreis F, Conti PL & Mecatti F (2019) On the role of weights rounding in applications of resampling based on pseudopopulations. Statistica Neerlandica, 73 (2), pp. 160-175. https://doi.org/10.1111/stan.12145
Policy Document
Scottish Ambulance Service New Clinical Response Model
Stoddart K, Cowie J, Robertson T, Bugge C, Andreis F & Donaldson J (2019) Scottish Ambulance Service New Clinical Response Model. University of Stirling. Stirling. https://www.stir.ac.uk/research/public-policy-hub/policy-briefings/
Research Report
The Scottish Ambulance Service New Clinical Response Model Evaluation Report
Stoddart K, Cowie J, Robertson T, Bugge C, Donaldson J & Andreis F (2019) The Scottish Ambulance Service New Clinical Response Model Evaluation Report [NCRM report for SAS]. Scottish Ambulance Service. Stirling: University of Stirling. https://scottishamb-newsroom.prgloo.com/news/scottish-ambulance-service-clinical-model-credited-with-saving-43-percent-more-lives
Conference Proceeding
Andreis F, Furfaro E & Mecatti F (2018) Methodological perspectives for surveying rare and clustered population: towards a sequentially adaptive approach. In: Perna C, Pratesi M & Ruiz-Gazen A (eds.) Studies in Theoretical and Applied Statistics. SIS 2016. Springer Proceedings in Mathematics & Statistics, 227. 48th Scientific Meeting of the Italian Statistical Society, SIS 2016, Salerno, Italy, 08.06.2016-10.06.2016. Cham, Switzerland: Springer, pp. 15-24. https://doi.org/10.1007/978-3-319-73906-9_2
Article
Andreis F & Bonetti M (2018) A proposal for a two-step sampling design to oversample units responding to prescribed characteristics. Environmental and Ecological Statistics, 25 (1), pp. 139-154. https://doi.org/10.1007/s10651-017-0396-9
Module coordinator:
