N. Klein
Statistics and Probability · with Kneib · 2013–2016
A researcher in the Science corpus: 7 papers; trusts 49 researchers and is trusted by 11 researchers here, as inferred from the citation graph.
Subfields
- Statistics and Probability — 112 citations into it; #3,567 of 12,932 by trust here, #4,132 by citations
- Artificial Intelligence — 45 citations into it; #25,666 of 35,345 by trust here, #27,551 by citations
- Economics and Econometrics — 45 citations into it
- Management Science and Operations Research — 36 citations into it; #10,122 of 11,946 by trust here, #11,360 by citations
- Global and Planetary Change — 14 citations into it
- Applied Mathematics — 13 citations into it
- Environmental Engineering — 11 citations into it
- Finance — 11 citations into it
Whom N. Klein trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Stefan Lang
- Ludwig Fahrmeir
- Dani Gamerman
- Alan Y. Chiang
- Thomas Kneib
- Tilmann Gneiting
- Andreas Brezger
- Robert A. Rigby
- Simon N. Wood
- Michel Denuit
Who trusts N. Klein overall
- Thomas Kneib
- Stefan Lang
- Daniel P. Simpson
- Andrew Gelman
- Håvard Rue
- Geir-Arne Fuglstad
- Michel Denuit
- Torsten Hothorn
- Achim Zeileis
- Alexander Sohn
Papers from N. Klein's perspective
Ordered by how strongly the researchers N. Klein trusts endorse each paper. Same corpus, a different order for every researcher.
- Generalized Linear Models
- Prior distributions for variance parameters in hierarchical models (comment on article by Browne and Draper)
- Strictly Proper Scoring Rules, Prediction, and Estimation
- Estimating the Dimension of a Model
- Conservative prior distributions for variance parameters in hierarchical models
- Bayesian inference for generalized additive mixed models based on Markov random field priors
- Gaussian Markov Random Fields: Theory and Applications
- Spatial Interaction and the Statistical Analysis of Lattice Systems
- Bayesian analysis of binary and polychotomous response data
- Bayesian measures of model complexity and fit
Their papers
- Scale-Dependent Priors for Variance Parameters in Structured Additive Distributional Regression (2016) — 71 citations
- Bayesian structured additive distributional regression with an application to regional income inequality in Germany (2015) — 148 citations
- Bayesian Generalized Additive Models for Location, Scale, and Shape for Zero-Inflated and Overdispersed Count Data (2015) — 161 citations
- Nonlife ratemaking and risk management with Bayesian generalized additive models for location, scale, and shape (2014) — 71 citations
- Bayesian structured additive distributional regression for multivariate responses (2015) — 129 citations
- Bayesian Structured Additive Distributional Regression (2013) — 71 citations
- Nonlife Ratemaking and Risk Management with Bayesian Additive Models for Location, Scale and Shape (2013) — 59 citations