Simon N. Wood
- Statistical inference for noisy nonlinear ecological dynamic systems
2010/08/01 by Simon N. Wood · 45 citations
Environmental Science · #Ecosystem dynamics and resilience #Animal Ecology and Behavior Studies #Ecology and Vegetation Dynamics Studies
- Model averaging in ecology: a review of Bayesian, information‐theoretic, and tactical approaches for predictive inference
2018/05/03 by Carsten F. Dormann, Justin M. Calabrese, Gurutzeta Guillera‐Arroita +22 · 38 citations
Mathematics · Computer Science · #Statistical Methods and Bayesian Inference #Bayesian Modeling and Causal Inference #Advanced Causal Inference Techniques
- Spatial+: A novel approach to spatial confounding
2022/03/08 by Emiko Dupont, Simon N. Wood, Nicole H. Augustin · 1 voice · 25 citations
Economics, Econometrics and Finance · #Health Systems, Economic Evaluations, Quality of Life #Spatial and Panel Data Analysis #Economic and Environmental Valuation
- Shape constrained additive models
2014/02/24 by Natalya Pya, Simon N. Wood · 14 citations
Mathematics · Computer Science · #Statistical Methods and Inference #Medical Image Segmentation Techniques #Bayesian Methods and Mixture Models
- Practical variable selection for generalized additive models
2011/07/01 by Giampiero Marra, Simon N. Wood · 8 citations
- Scalable visualisation methods for modern Generalized Additive Models
2018/09/27 by Matteo Fasiolo, Fasiolo, Matteo, Raphaël Nedellec +5 · 4 citations
Computer Science · Decision Sciences · #Applications (stat.AP) #Data Analysis with R #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Methodology (stat.ME) #Probabilistic and Robust Engineering Design
- Scalable Visualization Methods for Modern Generalized Additive Models
2019/06/12 by Matteo Fasiolo, Raphaël Nedellec, Yannig Goude +1 · 4 citations
Computer Science · Mathematics · #Data Analysis with R #Statistical Methods and Bayesian Inference #Statistical Methods and Inference
- GAMs with integrated model selection using penalized regression splines and applications to environmental modelling
2002/11/01 by Simon N. Wood, Nicole H. Augustin · 2 citations
- Fast Calibrated Additive Quantile Regression
2020/03/11 by Matteo Fasiolo, Simon N. Wood, Margaux Zaffran +2 · 3 citations
- A note on basis dimension selection in generalized additive modelling
2016/02/22 by Natalya Pya, Simon N. Wood, Pya, Natalya +1 · 2 citations
Decision Sciences · Engineering · Mathematics · #Advanced Statistical Methods and Models #FOS: Computer and information sciences #Fault Detection and Control Systems #Methodology (stat.ME) #Other Statistics (stat.OT) #Probabilistic and Robust Engineering Design
- Faster model matrix crossproducts for large generalized linear models with discretized covariates
2019/03/01 by Zheyuan Li, Simon N. Wood · 2 citations
Decision Sciences · Mathematics · #Advanced Statistical Methods and Models #Optimal Experimental Design Methods #Statistical Methods and Bayesian Inference
- Some statistical aspects of the Covid-19 response
2024/09/10 by Simon N. Wood, Ernst C. Wit, Wood, Simon N. +13 · 1 voice · 2 citations
Mathematics · #COVID-19 epidemiological studies #stat.AP
- Generalized Additive Models
2024/10/07 by Simon N. Wood · 1 voice · 1 citation
Chemistry · Computer Science · Mathematics · #Gaussian Processes and Bayesian Inference #Spectroscopy and Chemometric Analyses #Statistical Methods and Inference