Works about MISSING data (Statistics)

Results: 4656

The role of breastfeeding, antibiotics and antimalarial medicinal exposure in paediatric depression amongst children aged under 5: a population-based study.

Published in:

BMC Pediatrics, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12887-024-05265-1

By:

Umeh, Kanayo;
Adaji, S

Publication type:

Article

Machine learning solutions for integrating partially overlapping genetic datasets and modelling host–endophyte effects in ryegrass (Lolium) dry matter yield estimation.

Published in:

Frontiers in Plant Science, 2025, p. 1, doi. 10.3389/fpls.2025.1543956

By:

Zhu, Jiashuai;
Malmberg, M. Michelle;
Shinozuka, Maiko;
Retegan, Renata M.;
Cogan, Noel O.;
Jacobs, Joe L.;
Giri, Khageswor;
Smith, Kevin F.

Publication type:

Article

A Tipping Point Method to Evaluate Sensitivity to Potential Violations in Missing Data Assumptions.

Published in:

Pharmaceutical Statistics, 2025, v. 24, n. 3, p. 1, doi. 10.1002/pst.70002

By:

Torres, Cesar;
Levin, Gregory;
Rubin, Daniel;
Koh, William;
Chiu, Rebecca;
Permutt, Thomas

Publication type:

Article

Predicting hospital outpatient volume using XGBoost: a machine learning approach.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-01265-y

By:

Zhou, Lingling;
Zhu, Qin;
Chen, Qian;
Wang, Ping;
Huang, Hao

Publication type:

Article

miss-SNF: a multimodal patient similarity network integration approach to handle completely missing data sources Open Access.

Published in:

Bioinformatics, 2025, v. 41, n. 4, p. 1, doi. 10.1093/bioinformatics/btaf150

By:

Gliozzo, Jessica;
Gomez, Mauricio A Soto;
Bonometti, Arturo;
Patak, Alex;
Casiraghi, Elena;
Valentini, Giorgio

Publication type:

Article

ARIMA‐Based Virtual Data Generation Using Deepfake for Robust Physique Test.

Published in:

International Journal of Intelligent Systems, 2025, v. 2025, p. 1, doi. 10.1155/int/5533092

By:

Fan, Bo;
Luo, Kangrong;
Wang, Peng;
Foroughi, Andia;
Chen, Beijing

Publication type:

Article

A data pedigree system to support geospatial analyses of human-environment interactions in data poor contexts.

Published in:

International Journal of Geographical Information Science, 2025, v. 39, n. 6, p. 1223, doi. 10.1080/13658816.2024.2441415

By:

Magliocca, Nicholas R.;
Sink, Carter D.;
Devine, Jennifer A.;
Fagan, Matthew E.;
Aguilar-González, Bernardo;
McSweeney, Kendra;
Mukherjee, Rohit;
Nielsen, Erik A.;
Sesnie, Steven E.;
Tellman, Beth;
Arellano-Thompson, Elise

Publication type:

Article

Prolonged glucocorticoid use and rheumatoid arthritis-associated cervical spine deformity.

Published in:

Clinical Rheumatology, 2025, v. 44, n. 5, p. 1919, doi. 10.1007/s10067-025-07408-w

By:

Lebouille-Veldman, Anna B.;
Huizinga, Tom W. J.;
Mekary, Rania A.;
Vleggeert-Lankamp, Carmen L. A.

Publication type:

Article

Distributed Partial Label Learning for Missing Data Classification.

Published in:

Electronics (2079-9292), 2025, v. 14, n. 9, p. 1770, doi. 10.3390/electronics14091770

By:

Xu, Zhen;
Chen, Zushou

Publication type:

Article

The association between circadian syndrome and possible sarcopenia in an aging population: A 4-year follow-up study.

Published in:

PLoS ONE, 2025, v. 20, n. 5, p. 1, doi. 10.1371/journal.pone.0323211

By:

Zhong, Qian;
Ren, Li;
Wang, Tianhong;
An, Zhenmei;
Hua, Yusi

Publication type:

Article

A comparison of various imputation algorithms for missing data.

Published in:

PLoS ONE, 2025, v. 20, n. 5, p. 1, doi. 10.1371/journal.pone.0319784

By:

Kampf, Jürgen;
Dykun, Iryna;
Rassaf, Tienush;
Mahabadi, Amir Abbas

Publication type:

Article

Imputation Methods Based on Cluster-Wise Linear Regression: A Mathematical Programming Approach.

Published in:

Journal of Statistical Theory & Applications, 2025, v. 24, n. 1, p. 55, doi. 10.1007/s44199-024-00095-7

By:

Rashwan, Mahmoud M.;
Tawheed, Nouran M.;
Gad, Ahmed M.

Publication type:

Article

A high-quality daily nighttime light (HDNTL) dataset for global 600+ cities (2012–2024).

Published in:

Earth System Science Data Discussions, 2025, p. 1, doi. 10.5194/essd-2025-142

By:

Pei, Zixuan;
Zhu, Xiaolin;
Hu, Yang;
Chen, Jin;
Tan, Xiaoyue

Publication type:

Article

Data imputation in large and small-scale spatiotemporal time series gaps using BackForward Bi-LSTM.

Published in:

Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01163-0

By:

Galdelli, Alessandro;
Narang, Gagan;
Tomassini, Selene;
D'Agostino, Lorenzo;
Tassetti, Anna Nora;
Mancini, Adriano

Publication type:

Article

A Method for Constructing the Characteristics of English Majors in Vocational Colleges Based on Data Fusion of Educational Reform.

Published in:

International Journal of High Speed Electronics & Systems, 2025, v. 34, n. 3, p. 1, doi. 10.1142/S0129156424401190

By:

Chao, Li Shi

Publication type:

Article

Model selection based on KL divergence with censoring indicators missing at random.

Published in:

Statistics, 2025, v. 59, n. 3, p. 586, doi. 10.1080/02331888.2025.2456808

By:

Zhao, Xiang-Ru;
Liang, Han-Ying

Publication type:

Article

An Integer Programming Approach to Subspace Clustering with Missing Data.

Published in:

INFORMS Journal on Optimization, 2025, v. 7, n. 2, p. 83, doi. 10.1287/ijoo.2023.0020

By:

Soni, Akhilesh;
Linderoth, Jeff;
Luedtke, James;
Pimentel-Alarcón, Daniel

Publication type:

Article

Scaling factors to inform in vitro-in vivo extrapolation from preclinical and livestock animals: state of the field and recommendations for development of missing data.

Published in:

Drug Metabolism Reviews, 2025, v. 57, n. 2, p. 91, doi. 10.1080/03602532.2025.2462527

By:

Zimmer, Austin A.;
Collier, Abby C.

Publication type:

Article

Optimizing Imputation for Educational Data: Exploring Training Partition and Missing Data Ratios.

Published in:

Journal of Experimental Education, 2025, v. 93, n. 3, p. 607, doi. 10.1080/00220973.2023.2287447

By:

Collier, Zachary K.;
Chawla, Kamal;
Soyoye, Olushola

Publication type:

Article

基于随机森林算法的川西木绒锂矿区及外围地电化学技术找矿预测.

Published in:

Geology & Exploration, 2025, v. 61, n. 2, p. 359, doi. 10.12134/j.dzykt.2025.02.012

By:

甘盟;
刘攀峰;
岳大斌;
文美兰;
高文;
邓鹏;
陈若;
叶伟

Publication type:

Article

Burden and predictors of chronic obstructive pulmonary disease occurrence and severity among an occupational cohort of United States Department of Energy former workers.

Published in:

PLoS ONE, 2025, v. 20, n. 5, p. 1, doi. 10.1371/journal.pone.0322815

By:

Howard, Sara C.;
Rocconi, Louis;
Odoi, Agricola

Publication type:

Article

Two-stage multiple imputation with a longitudinal composite variable.

Published in:

BMC Medical Research Methodology, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12874-025-02555-9

By:

Wang, Xuzhi;
Larson, Martin G.;
Liu, Chunyu

Publication type:

Article

The tadpole of Chiasmocleis altomontana (Anura: Microhylidae).

Published in:

PeerJ, 2025, p. 1, doi. 10.7717/peerj.19220

By:

Menezes, Leandro B. C.;
Severgnini, Marcos R.;
Pezzuti, Tiago L.;
Garey, Michel V.;
Provete, Diogo B.

Publication type:

Article

基于模糊逻辑的FBiLSTM-Attention 短期负荷预测.

Published in:

Journal of Hebei University of Science & Technology, 2025, v. 46, n. 1, p. 41, doi. 10.7535/hbkd.2025yx01005

By:

张岩;
康泽鹏;
高晓芝;
杨楠;
王昭雷

Publication type:

Article

Assessing the impact of batch effect associated missing values on downstream analysis in high-throughput biomedical data.

Published in:

Briefings in Bioinformatics, 2025, v. 26, n. 2, p. 1, doi. 10.1093/bib/bbaf168

By:

Hui, Harvard Wai Hann;
Chan, Wei Xin;
Goh, Wilson Wen Bin

Publication type:

Article

Evaluation of imputation and imputation-free strategies for differential abundance analysis in metaproteomics data.

Published in:

Briefings in Bioinformatics, 2025, v. 26, n. 2, p. 1, doi. 10.1093/bib/bbaf141

By:

Mou, Xinyi;
Du, Haoyu;
Qiao, Guanghua;
Li, Jing

Publication type:

Article

GiGs: graph-based integrated Gaussian kernel similarity for virus–drug association prediction.

Published in:

Briefings in Bioinformatics, 2025, v. 26, n. 2, p. 1, doi. 10.1093/bib/bbaf117

By:

Jin, Yixuan;
Huang, Juanjuan;
Sun, Xu;
Fang, Yabo;
Wu, Jiageng;
Du, Jianshi;
Jia, Jiwei;
Wang, Guoqing

Publication type:

Article

Missing Data Imputation with High-Dimensional Data.

Published in:

American Statistician, 2024, v. 78, n. 2, p. 240, doi. 10.1080/00031305.2023.2259962

By:

Brini, Alberto;
van den Heuvel, Edwin R.

Publication type:

Article

Applied Linear Regression for Longitudinal Data: With an Emphasis on Missing Observations: Frans E. S. Tan and Shahab Jolani, Boca Raton, FL: Chapman & Hall/CRC Press, 2023, xxi + 226 pp., $120.00(H), ISBN 978-0-367-63431-5.

Published in:

2024

By:

Marino, Maria Francesca

Publication type:

Book Review

Hypothesis Testing for Matched Pairs with Missing Data by Maximum Mean Discrepancy: An Application to Continuous Glucose Monitoring.

Published in:

American Statistician, 2023, v. 77, n. 4, p. 357, doi. 10.1080/00031305.2023.2200512

By:

Matabuena, Marcos;
Félix, Paulo;
Ditzhaus, Marc;
Vidal, Juan;
Gude, Francisco

Publication type:

Article

Probability, Statistics, and Data: A Fresh Approach Using R: Darrin Speegle and Bryan Clair, Boca Raton, FL: Chapman & Hall/CRC Press, 2022, xii+500 pp., $99.95(H), ISBN: 978-0-367-43667-4.

Published in:

2022

By:

Roths, Scott A.

Publication type:

Book Review

Multiple Imputation Inference with Integer-Valued Point Estimates.

Published in:

American Statistician, 2022, v. 76, n. 4, p. 323, doi. 10.1080/00031305.2021.2006780

By:

Liu, Bo;
Reiter, Jerome P.

Publication type:

Article

Statistics in Medicine: 4th ed. Robert H. Riffenburgh and Daniel L. Gillen. Oxford, UK: Academic Press, 2020, xxvi + 795 pp., $99.95(H), ISBN: 978-0-12-815328-4.

Published in:

2022

By:

Dai, Weixiao;
Hamasaki, Toshimitsu

Publication type:

Book Review

Difference Between Binomial Proportions Using Newcombe's Method With Multiple Imputation for Incomplete Data.

Published in:

American Statistician, 2022, v. 76, n. 1, p. 29, doi. 10.1080/00031305.2021.1898468

By:

Sidi, Yulia;
Harel, Ofer

Publication type:

Article

Beyond Multiple Linear Regression: Applied Generalized Linear Models and Multilevel Models in R: by Paul Roback and Julie Legler. Boca Raton, FL: Chapman & Hall/CRC Press, 2020(H)/2021(e-book), xvii + 418 pp., $99.95(H/e-book), ISBN: 9781439885383(H), 9780429066665(e-book)

Published in:

2021

By:

Lee, Youjin

Publication type:

Book Review

A Time-Series Model for Underdispersed or Overdispersed Counts.

Published in:

American Statistician, 2020, v. 74, n. 4, p. 317, doi. 10.1080/00031305.2018.1505656

By:

MacDonald, Iain L.;
Bhamani, Feroz

Publication type:

Article

Bias Reduction in Logistic Regression with Missing Responses When the Missing Data Mechanism is Nonignorable.

Published in:

American Statistician, 2019, v. 73, n. 4, p. 340, doi. 10.1080/00031305.2017.1407359

By:

Maity, Arnab Kumar;
Pradhan, Vivek;
Das, Ujjwal

Publication type:

Article

Is the Decision Not to Use Contraception an Indicator of Reproductive Agency?

Published in:

Studies in Family Planning, 2023, v. 54, n. 1, p. 95, doi. 10.1111/sifp.12235

By:

Fabic, Madeleine Short;
McDougal, Lotus;
Raj, Anita;
Jadhav, Apoorva

Publication type:

Article

A primer for handling missing values in the analysis of education and training data.

Published in:

International Journal of Training Research, 2012, v. 10, n. 3, p. 233, doi. 10.5172/ijtr.2012.10.3.233

By:

GEMICI, SINAN;
BEDNARZ, ALICE;
LIM, PATRICK

Publication type:

Article

Inverse Probability Tilting for Moment Condition Models with Missing Data.

Published in:

Review of Economic Studies, 2012, v. 79, n. 3, p. 1053, doi. 10.1093/restud/rdr047

By:

Graham, Bryan S.;
De Xavier Pinto, Cristine Campos;
Egel, Daniel

Publication type:

Article

Missing Data in Research on Youth and Family Programs.

Published in:

Psychological Reports, 2022, v. 125, n. 5, p. 2664, doi. 10.1177/00332941211026851

By:

Ballard, Jaime;
Richmond, Adeya;
van den Hoogenhof, Suzanne;
Borden, Lynne;
Perkins, Daniel Francis

Publication type:

Article

Evaluating network-based missing protein prediction using p-values, Bayes Factors, and probabilities.

Published in:

Journal of Bioinformatics & Computational Biology, 2023, v. 21, n. 1, p. 1, doi. 10.1142/S0219720023500051

By:

Goh, Wilson Wen Bin;
Kong, Weijia;
Wong, Limsoon

Publication type:

Article

A deep imputation and inference framework for estimating personalized and race-specific causal effects of genomic alterations on PSA.

Published in:

Journal of Bioinformatics & Computational Biology, 2021, v. 19, n. 4, p. 1, doi. 10.1142/S0219720021500165

By:

Chen, Zhong;
Cao, Bo;
Edwards, Andrea;
Deng, Hongwen;
Zhang, Kun

Publication type:

Article

Data discretization impact on deep learning for missing value imputation of continuous data.

Published in:

International Journal of Wavelets, Multiresolution & Information Processing, 2025, v. 23, n. 1, p. 1, doi. 10.1142/S0219691324500450

By:

Kumar, Talluri Sunil;
Neelakantan, P.;
Reddy, G. Suresh;
Gangappa, Malige;
Rajasekar, M.

Publication type:

Article

Minimax optimal estimation of high-dimensional sparse covariance matrices with missing data.

Published in:

International Journal of Wavelets, Multiresolution & Information Processing, 2022, v. 20, n. 6, p. 1, doi. 10.1142/S0219691322500217

By:

Qi, Xinyu;
Wang, Jinru;
Zeng, Xiaochen

Publication type:

Article

A universal rank approximation method for matrix completion.

Published in:

International Journal of Wavelets, Multiresolution & Information Processing, 2022, v. 20, n. 5, p. 1, doi. 10.1142/S0219691322500163

By:

Yan, Jinyao;
Meng, Xinhong;
Cao, Feilong;
Ye, Hailiang

Publication type:

Article

Sketching a network portrait of the humber region.

Published in:

Complexity, 2014, v. 19, n. 6, p. 54, doi. 10.1002/cplx.21519

By:

Penn, Alexandra S.;
Jensen, Paul D.;
Woodward, Amy;
Basson, Lauren;
Schiller, Frank;
Druckman, Angela

Publication type:

Article

Two-person cooperative uncertain differential game with transferable payoffs.

Published in:

Fuzzy Optimization & Decision Making, 2021, v. 20, n. 4, p. 567, doi. 10.1007/s10700-021-09355-y

By:

Zhang, Yi;
Gao, Jinwu;
Li, Xiang;
Yang, Xiangfeng

Publication type:

Article

Large-sample properties of multiple imputation estimators for parameters of logistic regression with covariates missing at random separately or simultaneously: Large-sample properties of multiple imputation estimators: P. L. Tran et al.

Published in:

Annals of the Institute of Statistical Mathematics, 2025, v. 77, n. 2, p. 251, doi. 10.1007/s10463-024-00914-9

By:

Tran, Phuoc-Loc;
Lee, Shen-Ming;
Le, Truong-Nhat;
Li, Chin-Shang

Publication type:

Article

Statistical inference using regularized M-estimation in the reproducing kernel Hilbert space for handling missing data.

Published in:

Annals of the Institute of Statistical Mathematics, 2023, v. 75, n. 6, p. 911, doi. 10.1007/s10463-023-00872-8

By:

Wang, Hengfang;
Kim, Jae Kwang

Publication type:

Article