Modelling monotonic effects of ordinal predictors in Bayesian regression models

The Prior Can Often Only Be Understood in the Context of the Likelihood

(2017) Andrew Gelman et al.   Entropy

brms: An R Package for Bayesian Multilevel Models Using Stan

(2017) Paul-Christian Bürkner   Journal of Statistical Software

Stan: A Probabilistic Programming Language

(2017) Bob Carpenter et al.   Journal of Statistical Software

Sparsity information and regularization in the horseshoe and other shrinkage priors

(2017) Juho Piironen et al.   Electronic Journal of Statistics

Practical Bayesian model evaluation using leave-one-out cross-validation and WAIC

(2016) Aki Vehtari et al.   STATISTICS AND COMPUTING

Monotone B-Spline Smoothing for a Generalized Linear Model Response

(2015) Wei Wang et al.   AMERICAN STATISTICIAN

TheVGAMPackage for Capture-Recapture Data Using the Conditional Likelihood

(2015) Thomas W. Yee et al.   Journal of Statistical Software

Fitting Linear Mixed-Effects Models Usinglme4

(2015) Douglas Bates et al.   Journal of Statistical Software

Efficient estimation of variance components in nonparametric mixed-effects models with large samples

(2015) Nathaniel E. Helwig   STATISTICS AND COMPUTING

ANOVA for Factors With Ordered Levels

(2014) Jan Gertheiss   JOURNAL OF AGRICULTURAL BIOLOGICAL AND ENVIRONMENTAL STATISTICS

Shape constrained additive models

(2014) Natalya Pya et al.   STATISTICS AND COMPUTING

Minkowski–Weyl Priors for Models With Parameter Constraints: An Analysis of the BioCycle Study

(2012) Michelle R. Danaher et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Selection of ordinally scaled independent variables with applications to international classification of functioning core sets

(2011) Jan Gertheiss et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES C-APPLIED STATISTICS

Testing linearity and relevance of ordinal predictors

(2011) Jan Gertheiss et al.   Electronic Journal of Statistics

An active set algorithm to estimate parameters in generalized linear models with ordered predictors

(2010) Kaspar Rufibach   COMPUTATIONAL STATISTICS & DATA ANALYSIS

Penalized Regression with Ordinal Predictors

(2009) Jan Gertheiss et al.   INTERNATIONAL STATISTICAL REVIEW