Isotonic single-index model for high-dimensional database marketing

DOI10.1016/j.csda.2003.11.023zbMath1429.62689OpenAlexW2150438942MaRDI QIDQ957060

Prasad A. Naik, Chih-Ling Tsai

Publication date: 26 November 2008

Published in: Computational Statistics and Data Analysis (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.csda.2003.11.023

zbMATH Keywords

logistic regressionsingle-index modelslarge datasetscustomer selectiondirect marketingconstrained nonparametric estimationdimension-reduction

Mathematics Subject Classification ID

Applications of statistics to economics (62P20) Density estimation (62G07) Generalized linear models (logistic models) (62J12) Marketing, advertising (90B60)

Related Items (3)

On the population least‐squares criterion in the monotone single index model ⋮ Isotonic regression meets Lasso ⋮ Semiparametric Regression Models with Applications to Scoring: A Review

Cites Work

• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Slicing regression: A link-free regression method
• An asymptotic theory for sliced inverse regression
• Semiparametric least squares (SLS) and weighted SLS estimation of single-index models
• Semiparametric methods in econometrics
• Nonparametric kernel regression subject to monotonicity constraints
• Smoothing methods in statistics
• Single-index model selections
• Optimal Mailing of Catalogs: A New Methodology Using Estimable Structural Dynamic Programming Models
• An Empirical Distribution Function for Sampling with Incomplete Information
• Consistency of the Maximum Likelihood Estimator in the Presence of Infinitely Many Incidental Parameters
• Distribution-Free Maximum Likelihood Estimator of the Binary Choice Model
• Consistent Estimation of Scaled Coefficients
• Sliced Inverse Regression for Dimension Reduction
• Modeling large data sets in marketing
• Reweighting to Achieve Elliptically Contoured Covariates in Regression
• Mailing Decisions in the Catalog Sales Industry
• Generalized Partially Linear Single-Index Models
• Partial Least Squares Estimator for Single-Index Models
• Finite mixture models
• Dimension Reduction in Binary Response Regression
• Semiparametric Estimation of Index Coefficients
• Note on the Consistency of the Maximum Likelihood Estimate
• Comment

This page was built for publication: Isotonic single-index model for high-dimensional database marketing