Imputation; Longitudinal Data; Intermittent Missing Values - Articles

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 6,726 Downloads 11,165 Views Citations
This article belongs to the Special Issue on Medical Studies in Statistics
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 8,289 Views Citations
This article belongs to the Special Issue on Knowledge Discovery
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 3,375 Downloads 4,635 Views Citations
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 6,022 Downloads 10,458 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 1,272 Downloads 7,330 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 211 Downloads 1,583 Views Citations
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 932 Downloads 3,218 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 1,039 Downloads 9,941 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 878 Downloads 2,402 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
Derivation of Imputation Estimators for ARMA Models with GARCH Innovations (Articles)

Merary Kipkogei, Arori Wilfred Omwansa, Otieno Joyce Akinyi

Open Access Library Journal Vol.12 No.2, February 27, 2025

DOI: 10.4236/oalib.1112978 65 Downloads 462 Views Citations
KAN-Transformer Fusion with Mixture of Experts for Temporal Imputation of Spatiotemporal Air Pollution Data (Articles)

Jiawen Ding

Journal of Computer and Communications Vol.14 No.3, March 26, 2026

DOI: 10.4236/jcc.2026.143009 71 Downloads 326 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 12 Downloads 121 Views Citations
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 132 Downloads 739 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 7,381 Views Citations
This article belongs to the Special Issue on Applied Statistics
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 1,703 Downloads 2,986 Views Citations
AQUA Satellite Data and Imputation of Geopotential Height: A Case Study for Pakistan (Articles)

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

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

DOI: 10.4236/ojg.2018.810060 889 Downloads 2,095 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 1,572 Views Citations
Multiple Imputation of Missing Data: A Simulation Study on a Binary Response (Articles)

Jochen Hardt, Max Herke, Tamara Brian, Wilfried Laubach

Open Journal of Statistics Vol.3 No.5, October 9, 2013

DOI: 10.4236/ojs.2013.35043 8,852 Downloads 14,810 Views Citations
An Empirical Analysis of Interrelationship between Income, Health and Entrepreneurship (Articles)

Shen Shen, Hexin Wang, Xin Shi

Technology and Investment Vol.4 No.1B, January 17, 2013

DOI: 10.4236/ti.2013.41B004 5,986 Downloads 8,032 Views Citations

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