Casper W. Berg
Statistics and Probability · 2014–2017
A researcher in the Science corpus: 8 papers; trusts 17 researchers and is trusted by 4 researchers here, as inferred from the citation graph.
Subfields
- Statistics and Probability — 37 citations into it; #6,220 of 12,932 by trust here, #3,513 by citations
- Artificial Intelligence — 28 citations into it
- Nature and Landscape Conservation — 22 citations into it
- Global and Planetary Change — 14 citations into it
- Ecology — 7 citations into it
Whom Casper W. Berg trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Anders Nielsen
- Robert Fildes
- R. Methot
- Mark N. Maunder
- Kasper Kristensen
- André E. Punt
- Chantell R. Wetzel
- David A. Fournier
- Hans Julius Skaug
- Simon N. Wood
Who trusts Casper W. Berg overall
Papers from Casper W. Berg's perspective
Ordered by how strongly the researchers Casper W. Berg trusts endorse each paper. Same corpus, a different order for every researcher.
- Generalized Linear Models
- Approximate Bayesian inference for latent Gaussian models by using integrated nested Laplace approximations
- AD Model Builder: using automatic differentiation for statistical inference of highly parameterized complex nonlinear models (Optim. Methods Softw.)
- Fitting Linear Mixed-Effects Models Using lme4
- Estimation of time-varying selectivity in stock assessments using state-space models
- MCMC methods for multi-response generalized linear mixed models
- Zero-inflated Poisson regression, with an application to defects in manufacturing
- Smoothing Parameter and Model Selection for General Smooth Models
- Generalized linear mixed models: a practical guide for ecology and evolution. (Trends in Ecology & Evolution)
- A useful distribution for fitting discrete data: revival of the Conway–Maxwell–Poisson distribution
Their papers
- TMB: Automatic Differentiation and Laplace Approximation (2015) — 931 citations
- glmmTMB Balances Speed and Flexibility Among Packages for Zero-inflated Generalized Linear Mixed Modeling (2017) — 10,195 citations
- Estimation of time-varying selectivity in stock assessments using state-space models (2014) — 223 citations
- Evaluation of alternative age-based methods for estimating relative abundance from survey data in relation to assessment models (2014) — 51 citations
- A stochastic surplus production model in continuous time (2017) — 130 citations
- Modeling zero-inflated count data with glmmTMB (2017) — 360 citations
- Accounting for correlated observations in an age-based state-space stock assessment model (2016) — 55 citations
- Long-term effects of an offshore wind farm in the North Sea on fish communities (2015) — 97 citations