Works matching DE "MULTIPLE imputation (Statistics)"

Results: 1358

A UNIFIED INFERENCE FRAMEWORK FOR MULTIPLE IMPUTATION USING MARTINGALES.

Published in:

Statistica Sinica, 2024, v. 34, n. 3, p. 1649, doi. 10.5705/ss.202021.0404

By:

Qian Guan;
Shu Yang

Publication type:

Article

Had Enough of Experts? Quantitative Knowledge Retrieval From Large Language Models.

Published in:

Stat, 2025, v. 14, n. 2, p. 1, doi. 10.1002/sta4.70054

By:

Selby, David;
Iwashita, Yuichiro;
Spriestersbach, Kai;
Saad, Mohammad;
Bappert, Dennis;
Warrier, Archana;
Mukherjee, Sumantrak;
Kise, Koichi;
Vollmer, Sebastian

Publication type:

Article

A Multiple Imputation Workflow for Handling Missing Covariate Data in Pharmacometrics Modeling.

Published in:

CPT: Pharmacometrics & Systems Pharmacology, 2025, v. 14, n. 6, p. 991, doi. 10.1002/psp4.70039

By:

Vuong, My‐Luong;
Verbeke, Geert;
Dreesen, Erwin

Publication type:

Article

Towards Clustering of Incomplete Mixed‐Attribute Data.

Published in:

Expert Systems, 2025, v. 42, n. 7, p. 1, doi. 10.1111/exsy.70074

By:

Zhang, Chuyao;
Chen, Xinxi;
Tan, Zexi;
Gu, Fangqing;
Ji, Yuzhu;
Zhang, Yiqun

Publication type:

Article

A comparison of propensity score-based causal estimators for analyzing partially missing confounder.

Published in:

Communications for Statistical Applications & Methods, 2025, v. 32, n. 3, p. 259, doi. 10.29220/CSAM.2025.32.3.259

By:

Bagmar, Shaddam Hossain;
Hua Shen

Publication type:

Article

Design and Analysis of Diabetes Prevention Trials for Glucose-Lowering Drugs.

Published in:

Statistics in Biopharmaceutical Research, 2014, v. 6, n. 1, p. 104, doi. 10.1080/19466315.2013.861766

By:

Holzhauer, Björn

Publication type:

Article

A Two-Step Multiple Imputation for Analysis of Repeated Measures With Left-Censored and Missing Data.

Published in:

Statistics in Biopharmaceutical Research, 2013, v. 5, n. 2, p. 116, doi. 10.1080/19466315.2013.783503

By:

Liu, G. Frank;
Hu, Peter;
Mehrotra, Devan V.

Publication type:

Article

Correction: A global dataset of tree hydraulic and structural traits imputed from phylogenetic relationships.

Published in:

Scientific Data, 2025, v. 12, n. 1, p. 1, doi. 10.1038/s41597-025-05244-w

By:

Knighton, James;
Sanchez-Martinez, Pablo;
Anderegg, Leander

Publication type:

Article

A COMPARATIVE ANALYSIS OF PARAMETRIC AND TREE-BASED IMPUTATION TECHNIQUES FOR MISSING DATA IN EPIDEMIOLOGICAL RESEARCH.

Published in:

Journal of Applied Probability & Statistics, 2024, v. 19, n. 3, p. 99

By:

JAVADI, SARA;
SABER, MOHAMMAD MEHDI;
TAGHIPOUR, MEHRDAD;
ALJADANI, ABDUSSALAM;
MANSOUR, MAHMOUD M.;
HAMED, MOHAMED S.;
YOUSOF, HAITHAM M.

Publication type:

Article

Research on Missing Data Estimation Method for UPFC Submodules Based on Bayesian Multiple Imputation and Support Vector Machines.

Published in:

Energies (19961073), 2025, v. 18, n. 10, p. 2535, doi. 10.3390/en18102535

By:

Yu, Xiaoming;
Wang, Jun;
Zhang, Ke;
Chen, Zhijun;
Tong, Ming;
Sun, Sibo;
Shen, Jiapeng;
Zhang, Li;
Wang, Chuyang

Publication type:

Article

Estimating hypothetical estimands with causal inference and missing data estimators in a diabetes trial case study.

Published in:

Biometrics, 2025, v. 81, n. 1, p. 1, doi. 10.1093/biomtc/ujae167

By:

Olarte Parra, Camila;
Daniel, Rhian M;
Wright, David;
Bartlett, Jonathan W

Publication type:

Article

Distributed lag models for retrospective cohort data with application to a study of built environment and body weight.

Published in:

Biometrics, 2025, v. 81, n. 1, p. 1, doi. 10.1093/biomtc/ujae166

By:

Bobb, Jennifer F;
Mooney, Stephen J;
Cruz, Maricela;
Vernez Moudon, Anne;
Drewnowski, Adam;
Arterburn, David;
Cook, Andrea J

Publication type:

Article

Is the whole larger than the sum of its parts? Impact of missing data imputation in economic evaluation conducted alongside randomized controlled trials.

Published in:

European Journal of Health Economics, 2020, v. 21, n. 5, p. 717, doi. 10.1007/s10198-020-01166-z

By:

Michalowsky, Bernhard;
Hoffmann, Wolfgang;
Kennedy, Kevin;
Xie, Feng

Publication type:

Article

Multiple imputation strategies for zero-inflated cost data in economic evaluations: which method works best?

Published in:

2016

By:

MacNeil Vroomen, Janet;
Eekhout, Iris;
Dijkgraaf, Marcel;
van Hout, Hein;
de Rooij, Sophia;
Heymans, Martijn;
Bosmans, Judith;
Dijkgraaf, Marcel G;
de Rooij, Sophia E;
Heymans, Martijn W;
Bosmans, Judith E

Publication type:

journal article

Can we afford to ignore missing data in cost-effectiveness analyses?

Published in:

2009

By:

Marshall, Andrea;
Billingham, Lucinda;
Bryan, Stirling

Publication type:

Editorial

Multiple Imputation for handling missing data in social research.

Published in:

Social Research Update, 2014, n. 65, p. 1

By:

Brunton-Smith, Ian;
Carpenter, James;
Kenward, Mike;
Tarling, Roger

Publication type:

Article

Autoreplicative random forests with applications to missing value imputation.

Published in:

Machine Learning, 2024, v. 113, n. 10, p. 7617, doi. 10.1007/s10994-024-06584-1

By:

Antonenko, Ekaterina;
Carreño, Ander;
Read, Jesse

Publication type:

Article

Discordance minimization-based imputation algorithms for missing values in rating data.

Published in:

Machine Learning, 2024, v. 113, n. 1, p. 241, doi. 10.1007/s10994-023-06452-4

By:

Park, Young Woong;
Kim, Jinhak;
Zhu, Dan

Publication type:

Article

Tensor completion with noisy side information.

Published in:

Machine Learning, 2023, v. 112, n. 10, p. 3945, doi. 10.1007/s10994-023-06338-5

By:

Bertsimas, Dimitris;
Pawlowski, Colin

Publication type:

Article

Misalignment problem in matrix decomposition with missing values.

Published in:

Machine Learning, 2021, v. 110, n. 11/12, p. 3157, doi. 10.1007/s10994-021-05985-w

By:

Fernandes, Sofia;
Antunes, Mário;
Gomes, Diogo;
Aguiar, Rui L.

Publication type:

Article

Imputation of clinical covariates in time series.

Published in:

Machine Learning, 2021, v. 110, n. 1, p. 185, doi. 10.1007/s10994-020-05923-2

By:

Bertsimas, Dimitris;
Orfanoudaki, Agni;
Pawlowski, Colin

Publication type:

Article

Ratai: recurrent autoencoder with imputation units and temporal attention for multivariate time series imputation: RATAI: recurrent autoencoder with imputation units and temporal...: X. Lai et al.

Published in:

Artificial Intelligence Review, 2025, v. 58, n. 2, p. 1, doi. 10.1007/s10462-024-11039-z

By:

Lai, Xiaochen;
Yao, Yachen;
Mu, Jichong;
Lu, Wei;
Zhang, Liyong

Publication type:

Article

Fuzzy-based missing value imputation technique for air pollution data.

Published in:

Artificial Intelligence Review, 2023, v. 56, n. 2, p. 1, doi. 10.1007/s10462-022-10168-7

By:

Mustafi, Ayon;
Middya, Asif Iqbal;
Roy, Sarbani

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

genipe: an automated genome-wide imputation pipeline with automatic reporting and statistical tools.

Published in:

Bioinformatics, 2016, v. 32, n. 23, p. 3661, doi. 10.1093/bioinformatics/btw487

By:

Perreault, Louis-Philippe Lemieux;
Legault, Marc-André;
Asselin, Gé raldine;
Dube, Marie-Pierre

Publication type:

Article

DISTMIX: direct imputation of summary statistics for unmeasured SNPs from mixed ethnicity cohorts.

Published in:

Bioinformatics, 2015, v. 31, n. 19, p. 3099, doi. 10.1093/bioinformatics/btv348

By:

Donghyung Lee;
Bigdeli, T. Bernard;
Williamson, Vernell S.;
Vladimirov, Vladimir I.;
Riley, Brien P.;
Fanous, Ayman H.;
Bacanu, Silviu-Alin

Publication type:

Article

Metabomxtr: an R package for mixture-model analysis of non-targeted metabolomics data.

Published in:

Bioinformatics, 2014, v. 30, n. 22, p. 3287, doi. 10.1093/bioinformatics/btu509

By:

Nodzenski, Michael;
Muehlbauer, Michael J.;
Reisetter, Anna C.;
Lowe, William L.;
Scholtens, Denise M.;
Bain, James R.

Publication type:

Article

MissForest—non-parametric missing value imputation for mixed-type data.

Published in:

Bioinformatics, 2012, v. 28, n. 1, p. 112, doi. 10.1093/bioinformatics/btr597

By:

Stekhoven, Daniel J.;
Bühlmann, Peter

Publication type:

Article

hapConstructor: automatic construction and testing of haplotypes in a Monte Carlo framework.

Published in:

Bioinformatics, 2008, v. 24, n. 18, p. 2105, doi. 10.1093/bioinformatics/btn359

By:

Ryan Abo;
Stacey Knight;
Jathine Wong;
Angela Cox;
Nicola J. Camp

Publication type:

Article

Application of Artificial Neural Network Model for the Prediction of Suspended Sediment Load in the Large River.

Published in:

Water Resources, 2021, v. 48, n. 4, p. 565, doi. 10.1134/S0097807821040163

By:

Gaur, Shishir;
Mishra, Aryan;
Gupta, Anurag;
Jain, Arihant;
Dave, Apurve;
Eslamian, Saied;
Dwivedi, S. B.;
Graillot, Didier

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

Standard Errors of IRT Parameter Scale Transformation Coefficients: Comparison of Bootstrap Method, Delta Method, and Multiple Imputation Method.

Published in:

Journal of Educational Measurement, 2019, v. 56, n. 2, p. 302, doi. 10.1111/jedm.12210

By:

Zhang, Zhonghua;
Zhao, Mingren

Publication type:

Article

Estimating Forest Stand Age from LiDAR-Derived Predictors and Nearest Neighbor Imputation.

Published in:

Forest Science, 2014, v. 60, n. 1, p. 128, doi. 10.5849/forsci.12-088

By:

Racine, Etienne B.;
Coops, Nicholas C.;
St-Onge, Benoît;
Bégin, Jean

Publication type:

Article

A Comparative Study on Imputation Techniques: Introducing a Transformer Model for Robust and Efficient Handling of Missing EEG Amplitude Data.

Published in:

Bioengineering (Basel), 2024, v. 11, n. 8, p. 740, doi. 10.3390/bioengineering11080740

By:

Khan, Murad Ali

Publication type:

Article

LITIDA: a cost-effective non-parametric imputation approach to estimate LiDAR-detected tree diameters over a large heterogeneous area.

Published in:

Forestry: An International Journal of Forest Research, 2019, v. 92, n. 2, p. 206, doi. 10.1093/forestry/cpz002

By:

Huang, Shengli;
Ramirez, Carlos;
Conway, Scott;
Evans, Kirk;
Chu, Christine;
McElhaney, Marcus;
Hart, Rodney;
Kennedy, Kama;
Kohler, Tanya;
Yao, Zhuo

Publication type:

Article

Evaluation of data imputation approaches for multi-stream building systems data<sup>1</sup>.

Published in:

Science & Technology for the Built Environment, 2024, v. 30, n. 8, p. 1035, doi. 10.1080/23744731.2024.2351311

By:

Pradhan, Ojas;
Wen, Jin;
Hälleberg, David;
Chen, Zhelun;
Varman, Noresh;
Huang, Jiajing;
Wu, Teresa;
Candan, K. Selçuk;
O'Neill, Zheng

Publication type:

Article

Improving customer profit predictions with customer mindset metrics through multiple overimputation.

Published in:

Journal of the Academy of Marketing Science, 2019, v. 47, n. 5, p. 771, doi. 10.1007/s11747-019-00658-6

By:

Venkatesan, Rajkumar;
Bleier, Alexander;
Reinartz, Werner;
Ravishanker, Nalini

Publication type:

Article

Nonparametric autocovariance estimation from censored time series by Gaussian imputation.

Published in:

Journal of Nonparametric Statistics, 2009, v. 21, n. 2, p. 241, doi. 10.1080/10485250802570964

By:

Park, Jung Wook;
Genton, Marc G.;
Ghosh, Sujit K.

Publication type:

Article

Multiple Imputation of missing values in exploratory factor analysis of multidimensional scales: estimating latent trait scores.

Published in:

Anales de Psicología, 2016, v. 32, n. 2, p. 596, doi. 10.6018/analesps.32.2.215161

By:

Lorenzo-Seva, Urbano;
Van Ginkel, Joost R.

Publication type:

Article

The Effect of Weighting and Multiple Imputation on Bias in Spanish Election Polls.

Published in:

Revista Española de Investigaciones Sociológicas, 2019, n. 165, p. 45, doi. 10.5477/cis/reis.165.45

By:

Cabrera-Álvarez, Pablo;
Escobar, Modesto

Publication type:

Article

Consequences of multiple imputation of missing standard deviations and sample sizes in meta‐analysis.

Published in:

Ecology & Evolution (20457758), 2020, v. 10, n. 20, p. 11699, doi. 10.1002/ece3.6806

By:

Kambach, Stephan;
Bruelheide, Helge;
Gerstner, Katharina;
Gurevitch, Jessica;
Beckmann, Michael;
Seppelt, Ralf

Publication type:

Article

Missing Data Reporting and Analysis in Motor Learning and Development: A Systematic Review of Past and Present Practices.

Published in:

Journal of Motor Learning & Development, 2021, v. 9, n. 1, p. 109, doi. 10.1123/jmld.2020-0018

By:

Patel, Priya;
Lee, Seungmin;
Myers, Nicholas D.;
Lee, Mei-Hua

Publication type:

Article

Detecting transportation modes using smartphone data and GIS information: evaluating alternative algorithms for an integrated smartphone-based travel diary imputation.

Published in:

Transportation Letters, 2022, v. 14, n. 9, p. 933, doi. 10.1080/19427867.2021.1958591

By:

Liu, Yicong;
Miller, Eric;
Habib, Khandker Nurul

Publication type:

Article

Imputation of Gold Recovery Data from Low Grade Gold Ore Using Artificial Neural Network.

Published in:

Minerals (2075-163X), 2023, v. 13, n. 3, p. 340, doi. 10.3390/min13030340

By:

Costa, Fabrizzio Rodrigues;
Carneiro, Cleyton de Carvalho;
Ulsen, Carina

Publication type:

Article

rox : A Statistical Model for Regression with Missing Values.

Published in:

Metabolites (2218-1989), 2023, v. 13, n. 1, p. 127, doi. 10.3390/metabo13010127

By:

Buyukozkan, Mustafa;
Benedetti, Elisa;
Krumsiek, Jan

Publication type:

Article

Imputation of Missing Values for Multi-Biospecimen Metabolomics Studies: Bias and Effects on Statistical Validity.

Published in:

Metabolites (2218-1989), 2022, v. 12, n. 7, p. N.PAG, doi. 10.3390/metabo12070671

By:

Wilson, Machelle D.;
Ponzini, Matthew D.;
Taylor, Sandra L.;
Kim, Kyoungmi

Publication type:

Article