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Subgroup identification via homogeneity pursuit for dense longitudinal/spatial data
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What this work says
Outgoing claims: the papers this work cites, builds on, or argues with.
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Individualizing drug dosage by using a random intercept linear model
inferredcites →https://doi.org/10.1002/sim.4289openalex-snapshot
Subgroup identification based on differential effect search—A recursive partitioning method for establishing response to treatment in patient subpopulations
inferredcites →https://doi.org/10.1002/sim.4322openalex-snapshot
Subgroup identification from randomized clinical trial data
inferredcites →https://doi.org/10.1002/sim.5933openalex-snapshot
Qualitative interaction trees: a tool to identify qualitative treatment–subgroup interactions
inferredcites →https://doi.org/10.1002/sim.6343openalex-snapshot
A PRIM approach to predictive‐signature development for patient stratification
inferredcites →https://doi.org/10.1002/sim.6454openalex-snapshot
A regression tree approach to identifying subgroups with differential treatment effects
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Individualizing drug dosage with longitudinal data
inferredcites →https://doi.org/10.1002/sim.7064openalex-snapshot
Tutorial in biostatistics: data‐driven subgroup identification and analysis in clinical trials
inferredcites →https://doi.org/10.1002/sim.7236openalex-snapshot
Patient subgroup identification for clinical drug development
inferredcites →https://doi.org/10.1006/jmrb.1994.1037openalex-snapshot
Estimation of the Effective Self-Diffusion Tensor from the NMR Spin Echo
inferredcites →https://doi.org/10.1007/978-1-4419-6824-1openalex-snapshot
Recursive Partitioning and Applications
inferredcites →https://doi.org/10.1007/s11222-005-1311-zopenalex-snapshot
Tree-structured subgroup analysis for censored survival data: Validation of computationally inexpensive model selection criteria
inferredcites →https://doi.org/10.1016/0377-2217(85)90321-2openalex-snapshot
Classification and regression trees
inferredcites →https://doi.org/10.1016/j.jclinepi.2003.08.009openalex-snapshot
Subgroup analyses in randomized trials: risks of subgroup-specific analyses;
inferredcites →https://doi.org/10.1016/j.molonc.2008.04.001openalex-snapshot
Imaging and cancer: A review
inferredcites →https://doi.org/10.1016/j.neuroimage.2008.10.060openalex-snapshot
Group analysis of DTI fiber tract statistics with application to neurodevelopment
inferredcites →https://doi.org/10.1016/s1470-2045(17)30243-7openalex-snapshot
Novel molecular subgroups for clinical classification and outcome prediction in childhood medulloblastoma: a cohort study
inferredcites →https://doi.org/10.1056/nejmp068070openalex-snapshot
The Challenge of Subgroup Analyses — Reporting without Distorting
inferredcites →https://doi.org/10.1080/00949655.2017.1318135openalex-snapshot
Semiparametric estimation of multivariate partially linear models
inferredcites →https://doi.org/10.1080/01621459.2013.770704openalex-snapshot
Simultaneous Grouping Pursuit and Feature Selection Over an Undirected Graph
inferredcites →https://doi.org/10.1080/01621459.2016.1195742openalex-snapshot
A Functional Varying-Coefficient Single-Index Model for Functional Response Data
inferredcites →https://doi.org/10.1080/03610926.2012.729643openalex-snapshot
A Simultaneous Confidence Band for Dense Longitudinal Regression
inferredcites →https://doi.org/10.1093/biomet/ass050openalex-snapshot
Unified inference for sparse and dense longitudinal models
inferredcites →https://doi.org/10.1093/biomet/asv006openalex-snapshot
Effective dimension reduction for sparse functional data
inferredcites →https://doi.org/10.1093/biostatistics/kxl002openalex-snapshot
Averaged gene expressions for regression
inferredcites →https://doi.org/10.1111/biom.12522openalex-snapshot
A Bayesian Credible Subgroups Approach to Identifying Patient Subgroups with Positive Treatment Effects
inferredcites →https://doi.org/10.1111/j.1467-9868.2008.00663.xopenalex-snapshot
Gaussian Predictive Process Models for Large Spatial Data Sets
inferredcites →https://doi.org/10.1111/j.1541-0420.2007.00843.xopenalex-snapshot
Simultaneous Regression Shrinkage, Variable Selection, and Supervised Clustering of Predictors with OSCAR
inferredcites →https://doi.org/10.1126/science.1174521openalex-snapshot
Modalities, Modes, and Models in Functional Neuroimaging
inferredcites →https://doi.org/10.1145/2339530.2339675openalex-snapshot
Feature grouping and selection over an undirected graph
inferredcites →https://doi.org/10.1177/1740774510369350openalex-snapshot
The mean does not mean as much anymore: finding sub-groups for tailored therapeutics
inferredcites →https://doi.org/10.1177/1740774517729167openalex-snapshot
Multiplicity-adjusted semiparametric benefiting subgroup identification in clinical trials
inferredcites →https://doi.org/10.1186/s12884-016-1189-0openalex-snapshot
Subgroup identification of early preterm birth (ePTB): informing a future prospective enrichment clinical trial design
inferredcites →https://doi.org/10.1198/016214507000000581openalex-snapshot
Statistical Analysis of Diffusion Tensors in Diffusion-Weighted Magnetic Resonance Imaging Data
inferredcites →https://doi.org/10.1198/106186008x319331openalex-snapshot
Model-Based Recursive Partitioning
inferredcites →https://doi.org/10.1198/jasa.2009.0116openalex-snapshot
Rank-Based Estimation and Associated Inferences for Linear Models With Cluster Correlated Errors
inferredcites →https://doi.org/10.1198/jasa.2010.tm09380openalex-snapshot
Grouping Pursuit Through a Regularization Solution Surface
inferredcites →https://doi.org/10.1214/12-aos1005openalex-snapshot
Bayesian empirical likelihood for quantile regression
inferredcites →https://doi.org/10.1214/12-aos1045openalex-snapshot
Multivariate varying coefficient model for functional responses
inferredcites →https://doi.org/10.1214/15-aos1402openalex-snapshot
Local intrinsic stationarity and its inference
inferredcites →https://doi.org/10.1214/15-aos1403openalex-snapshot
Structure identification in panel data analysis
inferredcites →https://doi.org/10.1214/17-aoas1024openalex-snapshot
Subgroup inference for multiple treatments and multiple endpoints in an Alzheimer’s disease treatment trial
inferredcites →https://doi.org/10.2139/ssrn.1341380openalex-snapshot
Subgroup Analysis via Recursive Partitioning
inferredcites →https://doi.org/10.2202/1557-4679.1071openalex-snapshot
Interaction Trees with Censored Survival Data
inferredcites →https://doi.org/10.48550/arxiv.1302.4211openalex-snapshot
Multivariate varying coefficient model for functional responses
inferredcites →https://doi.org/10.5705/ss.202015.0120openalex-snapshot
Personalized treatment for longitudinal data using unspecified random-effects model
What points at this work
Incoming claims: where this work appears in other papers’ reference lists and arguments.
inferred← citeshttps://doi.org/10.2139/ssrn.4676975openalex-extracted
Creatinine Trajectories Unveil Patient Subgroups and Prognosis in Burn-Related AKI
inferred← citeshttps://doi.org/10.1002/cjs.11646openalex-snapshot
Group structure detection for a high‐dimensional panel data model
inferred← citeshttps://doi.org/10.1002/cjs.11737openalex-snapshot
A generalized single‐index linear threshold model for identifying treatment‐sensitive subsets based on multiple covariates and longitudinal measurements
inferred← citeshttps://doi.org/10.1002/cjs.11797openalex-snapshot
Fused mean structure learning in data integration with dependence
inferred← citeshttps://doi.org/10.1002/sim.8372openalex-snapshot
Personalized treatment selection using data from crossover designs with carry‐over effects
inferred← citeshttps://doi.org/10.1002/sim.9589openalex-snapshot
Multi‐threshold proportional hazards model and subgroup identification
inferred← citeshttps://doi.org/10.1002/wics.70062openalex-snapshot
Subgroup Identification via Multiple Change Point Detection: Methods and Applications
inferred← citeshttps://doi.org/10.1007/s00180-023-01340-wopenalex-snapshot
Unsupervised learning on U.S. weather forecast performance
inferred← citeshttps://doi.org/10.1007/s11424-023-2011-5openalex-snapshot
Subgroup Analysis for Longitudinal Data via Semiparametric Additive Mixed Effects Model
inferred← citeshttps://doi.org/10.1016/j.csda.2024.107928openalex-snapshot
Heterogeneous quantile regression for longitudinal data with subgroup structures
inferred← citeshttps://doi.org/10.1080/07350015.2020.1831516openalex-snapshot
Homogeneity and Structure Identification in Semiparametric Factor Models
inferred← citeshttps://doi.org/10.1111/biom.13711openalex-snapshot
A General Framework for Subgroup Detection via One-Step Value Difference Estimation
inferred← citeshttps://doi.org/10.1111/biom.13762openalex-snapshot
Change-Plane Analysis for Subgroup Detection with a Continuous Treatment
inferred← citeshttps://doi.org/10.48550/arxiv.2112.00453openalex-snapshot
Subgroup Analysis for Longitudinal data via Semiparametric Additive Mixed Effect Model
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