Tree-structured modelling of categorical predictors in generalized additive regression

JOURNAL ARTICLE published September 2018 in Advances in Data Analysis and Classification

Authors: Gerhard Tutz | Moritz Berger

Functional fuzzy clusterwise regression analysis

JOURNAL ARTICLE published March 2013 in Advances in Data Analysis and Classification

Authors: Tianyu Tan | Hye Won Suk | Heungsun Hwang | Jooseop Lim

Hilbert–Huang Transform Approach to Lorenz Signal Separation

JOURNAL ARTICLE published April 2015 in Advances in Adaptive Data Analysis

Research funded by US National Science Foundation (AGS-1015957)

Authors: Gregori J. Clarke | Samuel S. P. Shen

Data-Mining Homogeneous Subgroups in Multiple Regression When Heteroscedasticity, Multicollinearity, and Missing Variables Confound Predictor Effects

JOURNAL ARTICLE published April 2020 in Advances in Data Science and Adaptive Analysis

Authors: Richard B. Francoeur

RIDGE REGRESSION MODEL-BASED ENSEMBLE EMPIRICAL MODE DECOMPOSITION FOR ULTRASOUND CLUTTER REJECTION

JOURNAL ARTICLE published April 2012 in Advances in Adaptive Data Analysis

Authors: ZHIYUAN SHEN | NAIZHANG FENG | YI SHEN

Quantile regression with group lasso for classification

JOURNAL ARTICLE published September 2016 in Advances in Data Analysis and Classification

Authors: Hussein Hashem | Veronica Vinciotti | Rahim Alhamzawi | Keming Yu

Human Resource Working Prediction Based on Logistic Regression

BOOK CHAPTER published 2021 in Advances in Intelligent Systems and Computing

Authors: Anusha Hegde | G. Poornalatha

Tests of ignoring and eliminating in nonsymmetric correspondence analysis

JOURNAL ARTICLE published December 2009 in Advances in Data Analysis and Classification

Authors: Yoshio Takane | Sunho Jung

Discrepancy, separation and Riesz energy of finite point sets on the unit sphere

JOURNAL ARTICLE published July 2013 in Advances in Computational Mathematics

Authors: Paul Leopardi

Bayesian Kernel Regression for Noisy Inputs Based on Nadaraya–Watson Estimator Constructed from Noiseless Training Data

JOURNAL ARTICLE published January 2020 in Advances in Data Science and Adaptive Analysis

Authors: Ryo Hanafusa | Takeshi Okadome

Semiparametric finite mixture of regression models with Bayesian P-splines

JOURNAL ARTICLE published September 2023 in Advances in Data Analysis and Classification

Authors: Marco Berrettini | Giuliano Galimberti | Saverio Ranciati

Logistic Regression and Boosting for Labeled Bags of Instances

BOOK CHAPTER published 2004 in Advances in Knowledge Discovery and Data Mining

Authors: Xin Xu | Eibe Frank

Regime dependent interconnectedness among fuzzy clusters of financial time series

JOURNAL ARTICLE published June 2021 in Advances in Data Analysis and Classification

Authors: Giovanni De Luca | Paola Zuccolotto

Adaptive sparse group LASSO in quantile regression

JOURNAL ARTICLE published September 2021 in Advances in Data Analysis and Classification

Research funded by Ministerio de Ciencia, Innovación y Universidades (UNC313-4E-2361,ENE2009-12213-C03-03) | Ministerio de Ciencia, Innovación y Universidades (ENE2012-33219,ENE2015-68265-P) | Ministerio de Economía, Industria y Competitividad, Gobierno de España (ECO2015-66593-P) | Ministerio de Economía y Competitividad (MTM2017-88708-P) | Ministerio de Ciencia, Innovación y Universidades (IJCI-2017-34038)

Authors: Alvaro Mendez-Civieta | M. Carmen Aguilera-Morillo | Rosa E. Lillo

On the use of quantile regression to deal with heterogeneity: the case of multi-block data

JOURNAL ARTICLE published December 2020 in Advances in Data Analysis and Classification

Authors: Cristina Davino | Rosaria Romano | Domenico Vistocco

A fuzzy approach to robust regression clustering

JOURNAL ARTICLE published December 2017 in Advances in Data Analysis and Classification

Research funded by Ministerio de Economía y Competitividad (MTM2014-56235-C2-1-P) | Consejería de Educacion de la Junta de Castilla y Leon (VA212U13)

Authors: Francesco Dotto | Alessio Farcomeni | Luis Angel García-Escudero | Agustín Mayo-Iscar

Clusterwise elastic-net regression based on a combined information criterion

JOURNAL ARTICLE published March 2023 in Advances in Data Analysis and Classification

Authors: Xavier Bry | Ndèye Niang | Thomas Verron | Stéphanie Bougeard

Asymptotic comparison of semi-supervised and supervised linear discriminant functions for heteroscedastic normal populations

JOURNAL ARTICLE published June 2018 in Advances in Data Analysis and Classification

Research funded by Japan Society for the Promotion of Science (24700276)

Authors: Kenichi Hayashi

Linear regression for numeric symbolic variables: a least squares approach based on Wasserstein Distance

JOURNAL ARTICLE published March 2015 in Advances in Data Analysis and Classification

Authors: Antonio Irpino | Rosanna Verde

Correction: Bayesian ridge regression for survival data based on a vine copula-based prior

JOURNAL ARTICLE published 14 February 2023 in AStA Advances in Statistical Analysis

Authors: Hirofumi Michimae | Takeshi Emura