Kelly Monaghan

Kelly Monaghan

United Kingdom
171 followers 161 connections

About

I am currently working as a principal biostatistician within a UK based CRO. I am…

Activity

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Experience

  • Plus-Project Ltd Graphic

    Plus-Project Ltd

    United Kingdom

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    United Kingdom

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    Glasgow, United Kingdom

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    Glasgow, United Kingdom

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Education

  • University of Glasgow Graphic

    The University of Glasgow

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    Activities and Societies: Postgraduate representative (2012-2013)

    The aim of this PhD was to develop statistical methods that could be used to identify dominant spatial and temporal patterns among observations collected on river networks. Specifically, I adapted a standard statistical method, Principal Components Analysis, to take into account spatial structure of the river network (flow direction, relative influence of upstream monitoring locations on downstream locations, stream distance) so that interesting spatial features previously masked by smooth…

    The aim of this PhD was to develop statistical methods that could be used to identify dominant spatial and temporal patterns among observations collected on river networks. Specifically, I adapted a standard statistical method, Principal Components Analysis, to take into account spatial structure of the river network (flow direction, relative influence of upstream monitoring locations on downstream locations, stream distance) so that interesting spatial features previously masked by smooth transitions along the river network could be uncovered. My research demonstrated how an asymmetric matrix of spatial weights could be incorporated within an existing framework, to provide additional information.

    During my research I used a variety of statistical methods including (but no limited to) dynamic factor analysis, additive models (in both frequentist and Bayesian frameworks), and functional data anlaysis.

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Volunteer Experience

  • Database assistant

    Mary's Meals Bookshop, Ayr

    - 1 year 4 months

    Education

    Editing a database of books in stock to enable and enhance online sales. My work on this contributed to doubling the weekly sales figures. I also assisted in the store as necessary - serving customers, organising stock and cleaning.

Courses

  • Introductory German

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Languages

  • English

    Native or bilingual proficiency

  • Japanese

    Elementary proficiency

  • German

    Elementary proficiency

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