Nicole H. Augustin
Statistics and Probability · 2001–2018
A researcher in the Science corpus: 4 papers; trusts 6 researchers and is trusted by 27 researchers here, as inferred from the citation graph.
Subfields
- Statistics and Probability — 14 citations into it; #2,195 of 12,932 by trust here, #3,513 by citations
Whom Nicole H. Augustin trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Simon N. Wood
- Bernard Walter Silverman
- Grace Wahba
- Alan Y. Chiang
- Ludwig Fahrmeir
- Chong Gu
- Robert E. Kass
- Trevor J. Hastie
- David Ruppert
- Brian D. Marx
Who trusts Nicole H. Augustin overall
- Simon N. Wood
- Miska Luoto
- Julian J. Faraway
- O. Jensen
- Sylvie Charlot
- J. López‐Moreno
- Niklas Pfister
- Benjamin Planque
- C. Armas
- Joshua J. Lawler
Papers from Nicole H. Augustin's perspective
Ordered by how strongly the researchers Nicole H. Augustin trusts endorse each paper. Same corpus, a different order for every researcher.
- Spline Models for Observational Data
- A Practical Guide to Splines
- Direct generalized additive modeling with penalized likelihood
- Generalized Additive Models: An Introduction With R
- Nonparametric regression and generalized linear models
- Bayesian inference for generalized additive mixed models based on Markov random field priors
- Hierarchical Modeling and Analysis for Spatial Data
- Semiparametric Regression: Preface
- Generalized Additive Models
- Some Aspects of the Spline Smoothing Approach to Non‐Parametric Regression Curve Fitting
Their papers
- GAMs with integrated model selection using penalized regression splines and applications to environmental modelling (2002) — 821 citations
- Modeling Spatiotemporal Forest Health Monitoring Data (2009) — 111 citations
- Exploring spatial vegetation dynamics using logistic regression and a multinomial logit model (2001) — 83 citations
- When small data beats big data (2018) — 81 citations