Missing Data Imputations - Articles - Scientific Research Publishing

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
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
Missing Data Imputations for Upper Air Temperature at 24 Standard Pressure Levels over Pakistan Collected from Aqua Satellite (Articles)

Muhammad Usman Saleem, Sajid Rashid Ahmed

Journal of Data Analysis and Information Processing Vol.4 No.3, September 6, 2016

DOI: 10.4236/jdaip.2016.43012 2,065 Downloads 4,027 Views Citations
K-Nearest Neighbor Based Missing Data Estimation Algorithm in Wireless Sensor Networks (Articles)

Liqiang Pan, Jianzhong Li

Wireless Sensor Network Vol.2 No.2, March 12, 2010

DOI: 10.4236/wsn.2010.22016 10,729 Downloads 19,934 Views Citations
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 10,456 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
Estimating the Input Power of a Power Plant Using the Efficiency of the Inverter (Articles)

Toussaint Tilado Guingane, Sosthène Tassembedo, Eric Korsaga, Dominique Bonkoungou, Zacharie Koalaga, François Zougmore

Smart Grid and Renewable Energy Vol.15 No.3, March 29, 2024

DOI: 10.4236/sgre.2024.153006 213 Downloads 647 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 2,399 Views Citations
Data Mining of Spatio-Temporal Variability of Chlorophyll-a Concentrations in a Portion of the Western Atlantic with Low Performance Hardware (Articles)

Italo F. Di Paolo, Nelson A. Gouveia, Luiz C. Ferreira Neto, Eduardo T. Paes, Nandamudi L. Vijaykumar, Ádamo L. Santana

Journal of Software Engineering and Applications Vol.12 No.5, May 31, 2019

DOI: 10.4236/jsea.2019.125010 958 Downloads 2,520 Views Citations
Ultra-High Dimensional Feature Selection and Mean Estimation under Missing at Random (Articles)

Wanhui Li, Guangming Deng, Dong Pan

Open Journal of Statistics Vol.13 No.6, December 18, 2023

DOI: 10.4236/ojs.2023.136043 248 Downloads 878 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 1,576 Views Citations
Why Can Multiple Imputations and How (MICE) Algorithm Work? (Articles)

Abdullah Z. Alruhaymi, Charles J. Kim

Open Journal of Statistics Vol.11 No.5, October 14, 2021

DOI: 10.4236/ojs.2021.115045 781 Downloads 6,727 Views Citations
A Structural Equation Model (SEM) for Pharmacist Competencies in Improving Quality of Life of Cancer Patients: Effect of Missing Values on the SEM (Articles)

Rieko Takehira, Keiko Murakami, Sirou Katayama, Kenji Nishizawa, Shigeo Yamamura

Pharmacology & Pharmacy Vol.2 No.3, July 28, 2011

DOI: 10.4236/pp.2011.23031 5,942 Downloads 11,567 Views Citations
Smoothed Empirical Likelihood Inference for ROC Curves with Missing Data (Articles)

Yueheng An

Open Journal of Statistics Vol.2 No.1, January 6, 2012

DOI: 10.4236/ojs.2012.21003 4,606 Downloads 9,115 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
On the Use of Local Assessments for Monitoring Centrally Reviewed Endpoints with Missing Data in Clinical Trials (Articles)

Sean S. Brummel, Daniel L. Gillen

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

DOI: 10.4236/ojs.2013.34A005 4,244 Downloads 6,344 Views Citations
This article belongs to the Special Issue on Medical Studies in Statistics
Testing for Spatial Correlations with Randomly Missing Observations in the Dependent Variable (Articles)

Jing Gao, Wei Wang

Theoretical Economics Letters Vol.4 No.8, October 7, 2014

DOI: 10.4236/tel.2014.48079 3,246 Downloads 4,245 Views Citations
Does Missing Data in Studies of Hard-to-Reach Populations Bias Results? Not Necessarily (Articles)

Anneliese C. Bolland, Sara Tomek, John M. Bolland

Open Journal of Statistics Vol.7 No.2, April 26, 2017

DOI: 10.4236/ojs.2017.72021 1,954 Downloads 4,144 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 929 Downloads 3,212 Views Citations

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