Hierarchical Data | List of Frontiers open access articles

Original Research

Published on 25 Oct 2019

Exploring the Correlation Between Multiple Latent Variables and Covariates in Hierarchical Data Based on the Multilevel Multidimensional IRT Model

in Quantitative Psychology and Measurement

Jiwei Zhang
Jing Lu
Feng Chen
Jian Tao

Frontiers in Psychology

doi 10.3389/fpsyg.2019.02387

7,865 views
2 citations

Methods

Published on 25 Feb 2026

BugNet: a rapid and scalable pipeline for automated insect monitoring using hierarchical data

in Conservation and Restoration Ecology

Ari Grele
Lora A. Richards

Frontiers in Ecology and Evolution

doi 10.3389/fevo.2026.1750931

323 views

Perspective

Published on 20 Apr 2011

Data with Hierarchical Structure: Impact of Intraclass Correlation and Sample Size on Type-I Error

in Quantitative Psychology and Measurement

Serban C Musca
Rodolphe Kamiejski
Armelle Nugier
Alain Méot
Abdelatif Er-rafiy
Markus Brauer

Frontiers in Psychology

doi 10.3389/fpsyg.2011.00074

26,059 views
239 citations

Original Research

Published on 22 Nov 2021

Genome-Wide Association Studies of Soybean Yield-Related Hyperspectral Reflectance Bands Using Machine Learning-Mediated Data Integration Methods

in Technical Advances in Plant Science

Mohsen Yoosefzadeh-Najafabadi
Sepideh Torabi
Dan Tulpan
Istvan Rajcan
Milad Eskandari

Frontiers in Plant Science

doi 10.3389/fpls.2021.777028

10,798 views
54 citations

Original Research

Published on 02 Nov 2023

Improving power of genome-wide association studies via transforming ordinal phenotypes into continuous phenotypes

in Technical Advances in Plant Science

Ming Yang
Yangjun Wen
Jinchang Zheng
Jin Zhang
Tuanjie Zhao
Jianying Feng

Frontiers in Plant Science

doi 10.3389/fpls.2023.1247181

3,190 views
1 citation

Review

Published on 14 Oct 2025

Cloud–edge–device collaborative computing in smart agriculture: architectures, applications, and future perspectives

in Plant Bioinformatics

Pengpeng Yu
Fei Teng
Wenhui Zhu
Chaoping Shen
Zhenping Chen
Jinxiu Song

Frontiers in Plant Science

doi 10.3389/fpls.2025.1668545

8,263 views
6 citations

Methods

Published on 17 Apr 2012

A Practical Guide to Calculating Cohen’s f2, a Measure of Local Effect Size, from PROC MIXED

in Quantitative Psychology and Measurement

Arielle S Selya
Jennifer S. Rose
Lisa C Dierker
Donald Hedeker
Robin J. Mermelstein

Frontiers in Psychology

doi 10.3389/fpsyg.2012.00111

311,945 views
1,182 citations

Methods

Published on 17 Jul 2020

Statistical Methods in Transdisciplinary Educational Research

in Educational Psychology

Alfred Lindl
Stefan Krauss
Anita Schilcher
Sven Hilbert

Frontiers in Education

doi 10.3389/feduc.2020.00097

7,253 views
19 citations

Original Research

Published on 27 Mar 2023

Attention-driven tree-structured convolutional LSTM for high dimensional data understanding

in Medical Physics and Imaging

Yi Lu
Bin Kong
Feng Gao
Kunlin Cao
Siwei Lyu
Shaoting Zhang
Shu Hu
Youbing Yin
Xin Wang

Frontiers in Physics

doi 10.3389/fphy.2023.1095277

2,455 views
2 citations

Original Research

Published on 31 Aug 2016

Immunophenotype Discovery, Hierarchical Organization, and Template-Based Classification of Flow Cytometry Samples

in Molecular and Cellular Oncology

Ariful Azad
Bartek Rajwa
Alex Pothen

Frontiers in Oncology

doi 10.3389/fonc.2016.00188

7,914 views
15 citations

Hypothesis and Theory

Published on 11 Aug 2025

An analysis of the I/O semantic gaps of HPC storage stacks

in Architecture and Systems

Sebastian Oeste
Patrick Höhn
Michael Kluge
Julian Kunkel

Frontiers in High Performance Computing

doi 10.3389/fhpcp.2025.1393936

2,103 views

Technology Report

Published on 13 Apr 2018

Experimental Directory Structure (Exdir): An Alternative to HDF5 Without Introducing a New File Format

Svenn-Arne Dragly
Milad Hobbi Mobarhan
Mikkel E. Lepperød
Simen Tennøe
Marianne Fyhn
Torkel Hafting
Anders Malthe-Sørenssen

Frontiers in Neuroinformatics

doi 10.3389/fninf.2018.00016

19,942 views
18 citations

Brief Research Report

Published on 25 Feb 2026

Gender differences in emotional disconnection and emotional loneliness in romantic couples: a 3-day ecological momentary assessment study

in Personality and Social Psychology

Ximing Xiao

Frontiers in Psychology

doi 10.3389/fpsyg.2026.1787426

159 views

Articles

Exploring the Correlation Between Multiple Latent Variables and Covariates in Hierarchical Data Based on the Multilevel Multidimensional IRT Model

BugNet: a rapid and scalable pipeline for automated insect monitoring using hierarchical data

Data with Hierarchical Structure: Impact of Intraclass Correlation and Sample Size on Type-I Error

Genome-Wide Association Studies of Soybean Yield-Related Hyperspectral Reflectance Bands Using Machine Learning-Mediated Data Integration Methods

Improving power of genome-wide association studies via transforming ordinal phenotypes into continuous phenotypes

Cloud–edge–device collaborative computing in smart agriculture: architectures, applications, and future perspectives

A Practical Guide to Calculating Cohen’s f2, a Measure of Local Effect Size, from PROC MIXED

Statistical Methods in Transdisciplinary Educational Research

Attention-driven tree-structured convolutional LSTM for high dimensional data understanding

Immunophenotype Discovery, Hierarchical Organization, and Template-Based Classification of Flow Cytometry Samples

An analysis of the I/O semantic gaps of HPC storage stacks

Experimental Directory Structure (Exdir): An Alternative to HDF5 Without Introducing a New File Format

Gender differences in emotional disconnection and emotional loneliness in romantic couples: a 3-day ecological momentary assessment study