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Personal profile

Research interests

I work on modelling highly complex spatial, temporal or spatio-temporal data in health, ecological and environmental applications to estimate spatial and temporal trends.

Education/Academic qualification

Statistics, Doctor of Philosophy, University of St Andrews

Fingerprint Fingerprint is based on mining the text of the person's scientific documents to create an index of weighted terms, which defines the key subjects of each individual researcher.

Defoliation Mathematics
saplings Agriculture & Biology
Modeling Mathematics
Phytophthora fragariae Agriculture & Biology
Count Data Mathematics
Space-time Mathematics
Spatio-temporal Modeling Mathematics
Proportional Odds Model Mathematics

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Projects 2006 2019

Research Output 2001 2018

  • 27 Article
  • 1 Other report
  • 1 Chapter
  • 1 Entry for encyclopedia/dictionary
1 Citation (Scopus)

Modeling sapling distribution over time using a functional predictor in a generalized additive model

Moreno-Fernández, D., Augustin, N. H., Montes, F., Cañellas, I. & Sánchez-González, M., 1 Mar 2018, In : Annals of Forest Science. 75, 1, 14 p., 9.

Research output: Contribution to journalArticle

Open Access
File
sapling
saplings
modeling
felling
regeneration
5 Citations (Scopus)

When small data beats big data

Faraway, J. & Augustin, N., 1 May 2018, In : Statistics & Probability Letters. 136, p. 142-145 4 p.

Research output: Contribution to journalArticle

Beat
Large Data
Costs
Statistical Inference
Data Acquisition

A flexible multivariate random effects proportional odds model with application to adverse effects during radiation therapy

Augustin, N., Kim, S. W., Uhlig, A., Hanser, C., Henke, M. & Schumacher, M., 15 Nov 2017, In : Biometrical Journal. 59, 6, p. 1339–1351 201600142.

Research output: Contribution to journalArticle

Proportional Odds Model
Radiation Therapy
Random Effects Model
Dose
Radiation
14 Citations (Scopus)

Generalized additive models for gigadata: modelling the UK black smoke network daily data

Wood, S. N., Li, Z., Shaddick, G. & Augustin, N. H., 25 Apr 2017, In : Journal of the American Statistical Association. 112, 519, p. 1199-1210

Research output: Contribution to journalArticle

Open Access
Generalized Additive Models
Discretization
Modeling
Health
Sulfur Dioxide
1 Citation (Scopus)

Modelling a response as a function of high frequency count data: the association between physical activity and fat mass

Augustin, N. H., Mattocks, C., Faraway, J. J., Greven, S. & Ness, A. R., 1 Oct 2017, In : Statistical Methods in Medical Research. 26, 5, p. 2210-2226

Research output: Contribution to journalArticle

Open Access
File
High-frequency Data
Count Data
Fats
Exercise
Accelerometer

Thesis

Spatio-temporal modelling of forest monitoring data

Author: Griffiths, A., 9 Jun 2015

Supervisor: Augustin, N. (Supervisor) & Lindgren, F. (Supervisor)

Student thesis: Doctoral ThesisMPhil

File