Works about MULTIPLE imputation (Statistics)

Results: 1347

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

A Novel Hybrid Bayesian-Group-Based Machine Learning (HB-GML) Method for Predicting Uniaxial Compressive Strength (UCS) of Rock.

Published in:

Rock Mechanics & Rock Engineering, 2025, v. 58, n. 5, p. 5817, doi. 10.1007/s00603-024-04375-7

By:

Piao, Shenghao;
Huang, Sheng;
Wei, Yingjie;
Tan, Jianhui;
Ma, Baosong

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

Multiple-Model-based Robust Estimation of Causal Treatment Effect on a Binary Outcome with Integrated Information from Secondary Outcomes.

Published in:

American Statistician, 2024, v. 78, n. 2, p. 150, doi. 10.1080/00031305.2023.2250399

By:

Chen, Chixiang;
Chen, Shuo;
Long, Qi;
Das, Sudeshna;
Wang, Ming

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

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

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

Multiple Imputation in Practice: With Examples Using IVEware.

Published in:

2020

By:

Chen, Qixuan

Publication type:

Book Review

Iterative Multiple Imputation: A Framework to Determine the Number of Imputed Datasets.

Published in:

American Statistician, 2020, v. 74, n. 2, p. 125, doi. 10.1080/00031305.2018.1543615

By:

Nassiri, Vahid;
Molenberghs, Geert;
Verbeke, Geert;
Barbosa-Breda, João

Publication type:

Article

Wilson Confidence Intervals for Binomial Proportions With Multiple Imputation for Missing Data.

Published in:

American Statistician, 2020, v. 74, n. 2, p. 109, doi. 10.1080/00031305.2018.1473796

By:

Lott, Anne;
Reiter, Jerome P.

Publication type:

Article

An Examination of Discrepancies in Multiple Imputation Procedures Between SAS® and SPSS®.

Published in:

American Statistician, 2019, v. 73, n. 1, p. 80, doi. 10.1080/00031305.2018.1437078

By:

Wang, Jianjun;
Johnson, Dallas E.

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

Modeling earnings measurement error: A multiple imputation approach.

Published in:

Review of Economics & Statistics, 1996, v. 78, n. 4, p. 705, doi. 10.2307/2109957

By:

Brownstone, David;
Valletta, Robert G.

Publication type:

Article

Imputation for Single-cell RNA-seq Data with Non-negative Matrix Factorization and Transfer Learning.

Published in:

Journal of Bioinformatics & Computational Biology, 2023, v. 21, n. 6, p. 1, doi. 10.1142/S0219720023500294

By:

Zhu, Jiadi;
Yang, Youlong

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

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

Large sample results for frequentist multiple imputation for Cox regression with missing covariate data.

Published in:

Annals of the Institute of Statistical Mathematics, 2020, v. 72, n. 4, p. 969, doi. 10.1007/s10463-019-00716-4

By:

Eriksson, Frank;
Martinussen, Torben;
Nielsen, Søren Feodor

Publication type:

Article

A novel approach of shot peening process parameters prediction with missing surface integrity data based on imputation method.

Published in:

International Journal of Advanced Manufacturing Technology, 2023, v. 127, n. 1/2, p. 81, doi. 10.1007/s00170-023-11514-x

By:

Li, Yang;
Wei, Peitang;
Zhao, Xinhao;
Zhu, Rupeng;
Wu, Jizhan;
Liu, Huaiju

Publication type:

Article

Groundwater level monitoring using exploited domestic wells: outlier removal and imputation of missing values.

Published in:

Hydrogeology Journal, 2024, v. 32, n. 3, p. 723, doi. 10.1007/s10040-023-02740-4

By:

Abi, Attoumane;
Walter, Julien;
Chesnaux, Romain;
Saeidi, Ali

Publication type:

Article

When Can Multiple Imputation Improve Regression Estimates?

Published in:

Political Analysis, 2018, v. 26, n. 2, p. 240, doi. 10.1017/pan.2017.43

By:

Arel-Bundock, Vincent;
Pelc, Krzysztof J.

Publication type:

Article

How Multiple Imputation Makes a Difference.

Published in:

Political Analysis, 2016, v. 24, n. 4, p. 414, doi. 10.1093/pan/mpw020

By:

Lall, Ranjit

Publication type:

Article

Multiple Imputation for Continuous and Categorical Data: Comparing Joint Multivariate Normal and Conditional Approaches.

Published in:

Political Analysis, 2014, v. 22, n. 4, p. 497, doi. 10.1093/pan/mpu007

By:

Kropko, Jonathan;
Goodrich, Ben;
Gelman, Andrew;
Hill, Jennifer

Publication type:

Article

Missing Something?

Published in:

Marketing Research, 2004, v. 16, n. 3, p. 44

By:

Deal, Ken

Publication type:

Article

managing missing data.

Published in:

Marketing Research, 2002, v. 14, n. 3, p. 12

By:

Vriens, Marco;
Melton, Eric

Publication type:

Article

Split-Questionnaire Designs: a new tool in survey design and panel management.

Published in:

Marketing Research, 2001, v. 13, n. 2, p. 14

By:

Vriens, Marco;
Wedel, Michel;
Sándor, Zsolt

Publication type:

Article

Innovative method for traffic data imputation based on convolutional neural network.

Published in:

IET Intelligent Transport Systems (Wiley-Blackwell), 2019, v. 13, n. 4, p. 605, doi. 10.1049/iet-its.2018.5114

By:

Zhuang, Yifan;
Ke, Ruimin;
Wang, Yinhai

Publication type:

Article

A NEW HYBRID METHOD FOR DATA ANALYSIS WHEN A SIGNIFICANT PERCENTAGE OF DATA IS MISSING.

Published in:

Journal of Hyperstructures, 2024, v. 13, n. 2, p. 297, doi. 10.22098/jhs.2024.15095.1015

By:

Nouraldin, Ahmad;
Vajargah, Behrouz Fathi

Publication type:

Article

Using Bayesian Imputation to Assess Racial and Ethnic Disparities in Pediatric Performance Measures.

Published in:

2016

By:

Brown, David P.;
Knapp, Caprice;
Baker, Kimberly;
Kaufmann, Meggen

Publication type:

journal article

A methodological framework for imputing missing spatial data at an aggregate level and guaranteeing data privacy: the AFFINITY method; implementation in the context of the official spatial Greek census data.

Published in:

Communications in Statistics: Case Studies & Data Analysis, 2023, v. 9, n. 4, p. 437, doi. 10.1080/23737484.2023.2230483

By:

Tsiampalis, Thomas;
Faka, Antigoni;
Chalkias, Christos;
Panagiotakos, Demosthenes

Publication type:

Article

A robust approach for outlier imputation: Singular spectrum decomposition.

Published in:

Communications in Statistics: Case Studies & Data Analysis, 2022, v. 8, n. 2, p. 234, doi. 10.1080/23737484.2021.2017810

By:

Movahedifar, Maryam;
Hassani, Hossein;
Yarmohammadi, Masoud;
Kalantari, Mahdi;
Gupta, Rangan

Publication type:

Article

Joint modeling of longitudinal and time-to-event data with missing time-varying covariates in targeted therapy of oncology.

Published in:

Communications in Statistics: Case Studies & Data Analysis, 2020, v. 6, n. 3, p. 330, doi. 10.1080/23737484.2020.1782286

By:

Bhattacharjee, Atanu;
Vishwakarma, Gajendra K.;
Banerjee, Souvik

Publication type:

Article

Validity and efficiency in analyzing ordinal responses with missing observations.

Published in:

Canadian Journal of Statistics, 2020, v. 48, n. 2, p. 138, doi. 10.1002/cjs.11523

By:

She, Xichen;
Wu, Changbao

Publication type:

Article

Synthetic data method to incorporate external information into a current study.

Published in:

Canadian Journal of Statistics, 2019, v. 47, n. 4, p. 580, doi. 10.1002/cjs.11513

By:

Gu, Tian;
Taylor, Jeremy M. G.;
Cheng, Wenting;
Mukherjee, Bhramar

Publication type:

Article

Design selection for strong orthogonal arrays.

Published in:

Canadian Journal of Statistics, 2019, v. 47, n. 2, p. 302, doi. 10.1002/cjs.11494

By:

Shi, Chenlu;
Tang, Boxin

Publication type:

Article

Empirical likelihood confidence intervals under imputation for missing survey data from stratified simple random sampling.

Published in:

Canadian Journal of Statistics, 2019, v. 47, n. 2, p. 281, doi. 10.1002/cjs.11493

By:

Cai, Song;
Qin, Yongsong;
Rao, J. N. K.;
Winiszewska, Malgorzata

Publication type:

Article

CLUSTERING INCOMPLETE SPECTRAL DATA WITH ROBUST METHODS.

Published in:

International Archives of the Photogrammetry, Remote Sensing & Spatial Information Sciences, 2017, v. 42, n. 3/W3, p. 13, doi. 10.5194/isprs-archives-XLII-3-W3-13-2017

By:

yrämö, S. Ä;
Pölönen, I.;
Eskelinen, M. A.

Publication type:

Article

The effect of social care nurses on health related quality of life in patients with advanced cancer: A non-randomized, multicenter, controlled trial.

Published in:

Quality of Life Research, 2024, v. 33, n. 12, p. 3387, doi. 10.1007/s11136-024-03780-3

By:

Schindel, Daniel;
Frick, Johann;
Gebert, Pimrapat;
Grittner, Ulrike;
Letsch, Anne;
Schenk, Liane

Publication type:

Article

A random item effects generalized partial credit model with a multiple imputation-based scoring procedure.

Published in:

Quality of Life Research, 2024, v. 33, n. 3, p. 637, doi. 10.1007/s11136-023-03551-6

By:

Huang, Sijia;
Chung, Seungwon;
Cai, Li

Publication type:

Article

Missing data strategies for the Patient-Reported Outcomes version of the Common Terminology Criteria for Adverse Events (PRO-CTCAE) in Alliance A091105 and COMET-2.

Published in:

Quality of Life Research, 2022, v. 31, n. 4, p. 1069, doi. 10.1007/s11136-021-02968-1

By:

Mazza, Gina L.;
Petersen, Molly M.;
Ginos, Brenda;
Langlais, Blake T.;
Heon, Narre;
Gounder, Mrinal M.;
Mahoney, Michelle R.;
Zoroufy, Alexander J.;
Schwartz, Gary K.;
Rogak, Lauren J.;
Thanarajasingam, Gita;
Basch, Ethan;
Dueck, Amylou C.

Publication type:

Article

Reporting and dealing with missing quality of life data in RCTs: has the picture changed in the last decade?

Published in:

2016

By:

Fielding, S.;
Ogbuagu, A.;
Sivasubramaniam, S.;
MacLennan, G.;
Ramsay, C.;
Ramsay, C R

Publication type:

journal article

Non‐degenerate U‐statistics for data missing completely at random with application to testing independence.

Published in:

Stat, 2023, v. 12, n. 1, p. 1, doi. 10.1002/sta4.634

By:

Aleksić, Danijel;
Cuparić, Marija;
Milošević, Bojana

Publication type:

Article

Spatial dynamic panel models with missing data.

Published in:

Stat, 2023, v. 12, n. 1, p. 1, doi. 10.1002/sta4.585

By:

Liu, Jin;
Zhou, Jing;
Lan, Wei;
Wang, Hansheng

Publication type:

Article

Modern multiple imputation with functional data.

Published in:

Stat, 2021, v. 10, n. 1, p. 1, doi. 10.1002/sta4.331

By:

Rao, Aniruddha Rajendra;
Reimherr, Matthew

Publication type:

Article

Covariate selection for multilevel models with missing data.

Published in:

Stat, 2017, v. 6, n. 1, p. 31, doi. 10.1002/sta4.133

By:

Marino, Miguel;
Buxton, Orfeu M.;
Li, Yi

Publication type:

Article

Preprocessing Approach for Power Transformer Maintenance Data Mining Based on k-Nearest Neighbor Completion and Principal Component Analysis.

Published in:

International Transactions on Electrical Energy Systems, 2022, p. 1, doi. 10.1155/2022/8546588

By:

Manyol, Moïse;
Eke, Samuel;
Massoma, Alphonse J. M.;
Biboum, Alain;
Mouangue, Ruben

Publication type:

Article

Photovoltaic power missing data filling based on multiple matching and long‐ and short‐term memory network.

Published in:

International Transactions on Electrical Energy Systems, 2021, v. 31, n. 4, p. 1, doi. 10.1002/2050-7038.12829

By:

Lei, Zhen;
Wang, Bo;
Wang, Kaixuan;
Pei, Yan;
Huang, Zongyuan

Publication type:

Article

Data mining based excitation system parameters estimation considering DCS and PMU measurements using cubature Kalman filter.

Published in:

International Transactions on Electrical Energy Systems, 2020, v. 30, n. 11, p. 1, doi. 10.1002/2050-7038.12619

By:

Mohseni, Adel;
Doroudi, Aref;
Karrari, Mehdi

Publication type:

Article

Design based synthetic imputation methods for domain mean.

Published in:

Scientific Reports, 2024, v. 14, n. 1, p. 1, doi. 10.1038/s41598-024-53909-0

By:

Bhushan, Shashi;
Kumar, Anoop;
Pokhrel, Rohini;
Bakr, M. E.;
Mekiso, Getachew Tekle

Publication type:

Article

A simulation study on missing data imputation for dichotomous variables using statistical and machine learning methods.

Published in:

Scientific Reports, 2023, v. 13, n. 1, p. 1, doi. 10.1038/s41598-023-36509-2

By:

Ge, Yingfeng;
Li, Zhiwei;
Zhang, Jinxin

Publication type:

Article