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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 Dive into the research topics where Nicole Augustin is active. These topic labels come from the works of this person. Together they form a unique fingerprint.

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

Network Recent external collaboration on country level. Dive into details by clicking on the dots.

Projects 2006 2019

Research Output 2001 2019

  • 28 Article
  • 1 Other report
  • 1 Chapter
  • 1 Entry for encyclopedia/dictionary

Spatio-temporal trend estimation of tree defoliation in Germany from 1989 to 2015 and grid examination using generalized additive mixed models

Eickenscheidt, N., Augustin, N. & Wellbrock, N., 4 Jul 2019, In : iForest. 12, p. 338-348 11 p.

Research output: Contribution to journalArticle

Open Access
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
15 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

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

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