Dan Nettleton

Available identifiers

zbMath Open nettleton.danWikidataQ56606080 ScholiaQ56606080MaRDI QIDQ137971

List of research outcomes

Publication	Date of Publication	Type
Fusion learning of functional linear regression with application to genotype-by-environment interaction studies	2023-10-12	Paper
Adjusting for spatial effects in genomic prediction	2022-10-18	Paper
Random Forest Prediction Intervals	2022-09-28	Paper
A residual-based approach for robust random forest regression	2022-02-02	Paper
Variable importance assessments and backward variable selection for multi-sample problems	2021-10-28	Paper
Tree aggregation for random forest class probability estimation	2020-10-14	Paper
Sparse model identification and learning for ultra-high-dimensional additive partially linear models	2019-10-01	Paper
Random Forest Prediction Intervals	2019-06-04	Paper
Adaptive and Dynamic Adaptive Procedures for False Discovery Rate Control and Estimation	2019-04-30	Paper
Nested Hierarchical Functional Data Modeling and Inference for the Analysis of Functional Plant Phenotypes	2018-11-02	Paper
Detecting rare and faint signals via thresholding maximum likelihood estimators	2018-05-18	Paper
Predictor augmentation in random forests	2018-05-14	Paper
Detecting differentially expressed genes with RNA-seq data using backward selection to account for the effects of relevant covariates	2016-01-29	Paper
Hierarchical modeling and differential expression analysis for RNA-seq experiments with inbred and hybrid genotypes	2016-01-29	Paper
Empirical Bayes analysis of RNA-seq data for detection of gene expression heterosis	2016-01-29	Paper
A Hidden Markov Model Approach to Testing Multiple Hypotheses on a Tree-Transformed Gene Ontology Graph	2015-06-17	Paper
Testing for the Supremacy of a Multinomial Cell Probability	2015-06-10	Paper
Estimation and testing of gene expression heterosis	2015-01-21	Paper
Estimating the number of genes that are differentially expressed in both of two independent experiments	2015-01-07	Paper
Detecting Differential Expression in RNA-sequence Data Using Quasi-likelihood with Shrunken Dispersion Estimates	2014-10-13	Paper
Borrowing information across genes and experiments for improved error variance estimation in microarray data analysis	2014-10-08	Paper
Estimation of False Discovery Rate Using Sequential Permutation p‐Values	2013-05-14	Paper
A Hierarchical Semiparametric Model for Incorporating Intergene Information for Analysis of Genomic Data	2013-03-20	Paper
Improved Estimation of the Noncentrality Parameter Distribution from a Large Number of t‐Statistics, with Applications to False Discovery Rate Estimation in Microarray Data Analysis	2013-03-20	Paper
Detecting Differential Expression in RNA-sequence Data Using Quasi-likelihood with Shrunken Dispersion Estimates	2012-10-22	Paper
The importance of distinct modeling strategies for gene and gene-specific treatment effects in hierarchical models for microarray data	2012-10-21	Paper
Variance model selection with application to joint analysis of multiple microarray datasets under false discovery rate control	2012-08-18	Paper
Accounting for spot matching uncertainty in the analysis of proteomics data from two-dimensional gel electrophoresis	2011-10-25	Paper
Linear Mixed Model Selection for False Discovery Rate Control in Microarray Data Analysis	2010-08-03	Paper
Identifying differentially expressed genes in unreplicated multiple-treatment microarray timecourse experiments	2008-12-11	Paper
Exploring the Information in p‐Values for the Analysis and Planning of Multiple‐Test Experiments	2008-04-29	Paper
Accounting for Variability in the Use of Permutation Testing to Detect Quantitative Trait Loci	2005-04-19	Paper
Interval Mapping of Quantitative Trait Loci through Order-Restricted Inference	2005-04-11	Paper
Testing for ordered means in a variation of the normal mixture model	2003-04-03	Paper
Multiple Marginal Independence Testing for Pick Any/C Variables	2003-01-08	Paper
Convergence properties of the EM algorithm in constrained parameter spaces	2000-08-24	Paper
Order-restricted hypothesis testing in a variation of the normal mixture model	2000-08-10	Paper

Research outcomes over time

Doctoral students

Doctoral Student
Kun Liang
Rhonda DeCook
Justin C. Recknor
Dong Wang
Long Qu
Cumhur Yusuf Demirkale
Tim Bancroft
Xiaojun Mao
Megan Christina Orr
Haozhe Zhang

Known relations from the MaRDI Knowledge Graph

Property	Value
MaRDI profile type	MaRDI person profile
award received	Fellow of the American Statistical Association
doctoral advisor	Tim Robertson
doctoral advisor	Jens T. Præstgaard
doctoral student	Kun Liang
doctoral student	Rhonda DeCook
doctoral student	Justin C. Recknor
doctoral student	Dong Wang
doctoral student	Long Qu
doctoral student	Cumhur Yusuf Demirkale
doctoral student	Tim Bancroft
doctoral student	Xiaojun Mao
doctoral student	Megan Christina Orr
doctoral student	Haozhe Zhang
educated at	University of Iowa
employer	Iowa State University
family name	Nettleton
given name	Daniel
given name	Dan
instance of	human
member of	American Statistical Association
occupation	researcher
sex or gender	male

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