Data Imputation - Articles - Scientific Research Publishing

Copy Mean: A New Method to Impute Intermittent Missing Values in Longitudinal Studies (Articles)

Christophe Genolini, René Écochard, Hélène Jacqmin-Gadda

Open Journal of Statistics Vol.3 No.4A, August 23, 2013

DOI: 10.4236/ojs.2013.34A004 6,724 Downloads 11,160 Views Citations
This article belongs to the Special Issue on Medical Studies in Statistics
Comparative Study of Four Methods in Missing Value Imputations under Missing Completely at Random Mechanism (Articles)

Michikazu Nakai, Ding-Geng Chen, Kunihiro Nishimura, Yoshihiro Miyamoto

Open Journal of Statistics Vol.4 No.1, January 27, 2014

DOI: 10.4236/ojs.2014.41004 6,021 Downloads 10,455 Views Citations
Revealing GE Interactions from Trial Data without Replications (Articles)

Jixiang Wu, Johnie Jenkins, Jack C. McCarty

Open Journal of Statistics Vol.9 No.3, June 30, 2019

DOI: 10.4236/ojs.2019.93027 714 Downloads 1,570 Views Citations
Study on the Missing Data Mechanisms and Imputation Methods (Articles)

Abdullah Z. Alruhaymi, Charles J. Kim

Open Journal of Statistics Vol.11 No.4, August 11, 2021

DOI: 10.4236/ojs.2021.114030 1,271 Downloads 7,325 Views Citations
Missing Data Handling: A Comprehensive Review, Taxonomy, and Comparative Evaluation (Articles)

Ikram Chourib

Journal of Computer and Communications Vol.13 No.6, June 19, 2025

DOI: 10.4236/jcc.2025.136006 210 Downloads 1,573 Views Citations
Missing Values Imputation Based on Iterative Learning (Articles)

Huaxiong Li

International Journal of Intelligence Science Vol.3 No.1A, March 29, 2013

DOI: 10.4236/ijis.2013.31A006 4,831 Downloads 8,288 Views Citations
This article belongs to the Special Issue on Knowledge Discovery
Evaluating Methods for Dealing with Missing Outcomes in Discrete-Time Event History Analysis: A Simulation Study (Articles)

Shahab Jolani, Nils L. M. van de Ven, Maryam Safarkhani, Mirjam Moerbeek

Open Journal of Statistics Vol.11 No.1, January 14, 2021

DOI: 10.4236/ojs.2021.111003 928 Downloads 3,210 Views Citations
Superiority of Bayesian Imputation to Mice in Logit Panel Data Models (Articles)

Peter Otieno Opeyo, Weihu Cheng, Zhao Xu

Open Journal of Statistics Vol.13 No.3, June 16, 2023

DOI: 10.4236/ojs.2023.133017 280 Downloads 1,155 Views Citations
Missing Data Imputation: A Comprehensive Review (Articles)

Majed Alwateer, El-Sayed Atlam, Mahmoud Mohammed Abd El-Raouf, Osama A. Ghoneim, Ibrahim Gad

Journal of Computer and Communications Vol.12 No.11, November 11, 2024

DOI: 10.4236/jcc.2024.1211004 1,036 Downloads 9,910 Views Citations
A New Integrated Fuzzifier Evaluation and Selection (NIFEs) Algorithm for Fuzzy Clustering (Articles)

Chanpaul Jin Wang, Hua Fang, Sun Kim, Ann Moormann, Honggang Wang

Journal of Applied Mathematics and Physics Vol.3 No.7, June 30, 2015

DOI: 10.4236/jamp.2015.37098 3,374 Downloads 4,634 Views Citations
Using Statistical Learning to Treat Missing Data: A Case of HIV/TB Co-Infection in Kenya (Articles)

Joshua O. Mwaro, Linda Chaba, Collins Odhiambo

Journal of Data Analysis and Information Processing Vol.8 No.3, July 31, 2020

DOI: 10.4236/jdaip.2020.83007 877 Downloads 2,398 Views Citations
Reconstruction of Tide Gauge Time Series in the Gulf of Guinea Using LSTM Neural Networks with Application to an External Reference Station (Articles)

Yves Nzetchouang Mimbeu, Raphaël Onguene, Sakaros Bogning, Alain Tokam Kamga, Olivier Ulrich Igor Owono Amougou, Séverin Nguiya, Ruben Mouangue

International Journal of Geosciences Vol.17 No.6, June 23, 2026

DOI: 10.4236/ijg.2026.176018 11 Downloads 117 Views Citations
Fraction of Missing Information (γ) at Different Missing Data Fractions in the 2012 NAMCS Physician Workflow Mail Survey (Articles)

Qiyuan Pan, Rong Wei

Applied Mathematics Vol.7 No.10, June 15, 2016

DOI: 10.4236/am.2016.710093 2,555 Downloads 4,115 Views Citations
A Comparative Analysis of Generalized Estimating Equations Methods for Incomplete Longitudinal Ordinal Data with Ignorable Dropouts (Articles)

Kago Edwin Ditlhong, Oscar Owino Ngesa, Abdalla Yusuf Kombo

Open Journal of Statistics Vol.8 No.5, September 18, 2018

DOI: 10.4236/ojs.2018.85051 1,598 Downloads 7,378 Views Citations
This article belongs to the Special Issue on Applied Statistics
Evaluating Utility of Machine Learning-Based Imputation Methods to Account for Attrition in Multi-Stage Epilepsy Prevalence Surveys (Articles)

Daniel M. Mwanga, Isaac C. Kipchirchir, George O. Muhua, Charles R. Newton, Damazo T. Kadengye

Open Journal of Statistics Vol.15 No.3, June 30, 2025

DOI: 10.4236/ojs.2025.153018 131 Downloads 738 Views Citations
Comparative Study of Imputation Methods for Weather Forecasting Systems in the Adamawa Region, Cameroon (Articles)

Salomon Mba Tene, Vivient Corneille Kamla

International Journal of Intelligence Science Vol.16 No.1, January 9, 2026

DOI: 10.4236/ijis.2026.161006 99 Downloads 527 Views Citations
A Study of EM Algorithm as an Imputation Method: A Model-Based Simulation Study with Application to a Synthetic Compositional Data (Articles)

Yisa Adeniyi Abolade, Yichuan Zhao

Open Journal of Modelling and Simulation Vol.12 No.2, March 8, 2024

DOI: 10.4236/ojmsi.2024.122002 358 Downloads 1,443 Views Citations
Determining Sufficient Number of Imputations Using Variance of Imputation Variances: Data from 2012 NAMCS Physician Workflow Mail Survey (Articles)

Qiyuan Pan, Rong Wei, Iris Shimizu, Eric Jamoom

Applied Mathematics Vol.5 No.21, December 11, 2014

DOI: 10.4236/am.2014.521319 4,002 Downloads 5,608 Views Citations
Study on the Decriminalization of the Abetment or Assistance in Suicidal Behavior
—Based on the Objective Imputation Theory (Articles)

Zongsheng Xu, Xue Jiang

Beijing Law Review Vol.7 No.4, October 20, 2016

DOI: 10.4236/blr.2016.74026 1,721 Downloads 3,110 Views Citations
Accurate Imputation for Relative Humidity over Pakistan Gathered from AQUA Satellite (Articles)

Usman Saleem, Mian Sohail Akram, Muhammad Fahad Ullah, Faisal Rehman

Open Journal of Geology Vol.8 No.10, September 26, 2018

DOI: 10.4236/ojg.2018.810059 833 Downloads 1,951 Views Citations

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