Additive monotone regression in high and lower dimensions
From MaRDI portal
Publication:2002524
DOI10.1214/19-SS124zbMath1469.62234OpenAlexW2952368138MaRDI QIDQ2002524
Solveig Engebretsen, Ingrid K. Glad
Publication date: 12 July 2019
Published in: Statistics Surveys (Search for Journal in Brave)
Full work available at URL: https://projecteuclid.org/euclid.ssu/1560996027
Applications of statistics to economics (62P20) Nonparametric regression and quantile regression (62G08)
Related Items
Uses Software
Cites Work
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- A Method for Bayesian Monotonic Multiple Regression
- Inference using shape-restricted regression splines
- Group selection in high-dimensional partially linear additive models
- Semiparametric regression models with additive nonparametric components and high dimensional parametric components
- Sparsity with sign-coherent groups of variables via the cooperative-Lasso
- Component selection and smoothing in multivariate nonparametric regression
- Constrained polynomial spline estimation of monotone additive models
- Least angle and \(\ell _{1}\) penalized regression: a review
- Generalized additive models
- Hedonic housing prices and the demand for clean air
- Flexible smoothing with \(B\)-splines and penalties. With comments and a rejoinder by the authors
- Monotone splines Lasso
- Variable selection in high-dimensional partially linear additive models for composite quantile regression
- Efficient regularized isotonic regression with application to gene-gene interaction search
- Penalized wavelet monotone regression
- A unified framework of constrained regression
- Semi-parametric additive constrained regression
- Bayesian monotone regression using Gaussian process projection
- Bayesian estimation and inference for generalised partial linear models using shape-restricted splines
- Linear or Nonlinear? Automatic Structure Discovery for Partially Linear Models
- Stochastically ordered multiple regression
- Can Tests for Jumps be Viewed as Tests for Clusters?
- Bayesian Nonparametric Estimation of Continuous Monotone Functions with Applications to Dose–Response Analysis
- Monotone B-Spline Smoothing
- The Reduced Monotonic Regression Method
- Variable selection in partially linear additive models for modal regression
- Strictly monotone and smooth nonparametric regression for two or more variables
- Generalized monotonic regression based on B-splines with an application to air pollution data
- Regularization and Variable Selection Via the Elastic Net
- Generalized Additive and Index Models with Shape Constraints
- The Isotonic Regression Problem and Its Dual
- Estimation and variable selection for semiparametric additive partial linear models
- Shape constrained additive models