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 6,530 Downloads 10,747 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 5,889 Downloads 9,985 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 597 Downloads 1,295 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 1,082 Downloads 6,363 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 82 Downloads 647 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 4,713 Downloads 7,979 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 570 Downloads 2,394 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 222 Downloads 893 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 756 Downloads 6,799 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 3,270 Downloads 4,352 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 759 Downloads 2,059 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 2,435 Downloads 3,770 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 1,480 Downloads 6,819 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 77 Downloads 542 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 270 Downloads 1,032 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 3,907 Downloads 5,344 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 1,596 Downloads 2,714 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 727 Downloads 1,650 Views Citations
Longitudinal Survey, Nonmonotone, Nonresponse, Imputation, Nonparametric Regression (Articles)

Sarah Pyeye, Charles K. Syengo, Leo Odongo, George O. Orwa, Romanus O. Odhiambo

Open Journal of Statistics Vol.6 No.6，December 27, 2016

DOI: 10.4236/ojs.2016.66092 1,600 Downloads 2,680 Views Citations
Prevalence of Common Mental Disorders among Incident Individuals on Long-Term Sickness Absence When Compensating for Non-Participation (Articles)

Hans Joergen Soegaard, Pernille Pedersen

Psychology Vol.3 No.9A，September 26, 2012

DOI: 10.4236/psych.2012.329124 3,537 Downloads 5,977 Views Citations
This article belongs to the Special Issue on Depression

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