[PDF][PDF] Multiple imputation by chained equations in praxis: guidelines and review

JN Wulff, LE Jeppesen - Electronic Journal of Business Research …, 2017 - vbn.aau.dk
Multiple imputation by chained equations (MICE) is an effective tool to handle missing data-
an almost unavoidable problem in quantitative data analysis. However, despite the empirical …

Systematic review on missing data imputation techniques with machine learning algorithms for healthcare

AR Ismail, NZ Abidin, MK Maen - Journal of Robotics and Control …, 2022 - journal.umy.ac.id
Missing data is one of the most common issues encountered in data cleaning process
especially when dealing with medical dataset. A real collected dataset is prone to be …

Handling complex missing data using random forest approach for an air quality monitoring dataset: a case study of Kuwait environmental data (2012 to 2018)

AR Alsaber, J Pan, A Al-Hurban - International Journal of Environmental …, 2021 - mdpi.com
In environmental research, missing data are often a challenge for statistical modeling. This
paper addressed some advanced techniques to deal with missing values in a data set …

[HTML][HTML] MICE vs PPCA: Missing data imputation in healthcare

H Hegde, N Shimpi, A Panny, I Glurich… - Informatics in Medicine …, 2019 - Elsevier
Retrospective analyses of real-world clinical data face challenges owing to the absence of
some data elements. Historically, missing data was addressed by first classifying its …

Predicting patient-reported outcomes following lumbar spine surgery: development and external validation of multivariable prediction models

M Halicka, M Wilby, R Duarte, C Brown - BMC Musculoskeletal Disorders, 2023 - Springer
Background This study aimed to develop and externally validate prediction models of spinal
surgery outcomes based on a retrospective review of a prospective clinical database …

[HTML][HTML] Sustaining a new model of acute stroke care: a mixed-method process evaluation of the Melbourne mobile stroke unit

KL Bagot, T Purvis, S Hancock, H Zhao… - … Journal of Health …, 2023 - ncbi.nlm.nih.gov
Background: Internationally, Mobile Stroke Unit (MSU) ambulances have changed pre-
hospital acute stroke care delivery. MSU clinical and cost-effectiveness studies are …

Robust Exponential Decreasing Index (REDI): adaptive and robust method for computing cumulated workload

I Moussa, A Leroy, G Sauliere… - BMJ Open Sport & …, 2019 - bmjopensem.bmj.com
Objective The purpose of this study was to define a new index the Robust Exponential
Decreasing Index (REDI), which is capable of an improved analysis of the cumulative …

[HTML][HTML] International Journal of Health Policy and Management (IJHPM): A Decade of Advancing Knowledge and Influencing Global Health Policy (2013-2023)

M Moradzadeh, M Karamouzian… - … Journal of Health …, 2023 - ncbi.nlm.nih.gov
(IJHPM) is a peer-reviewed, gold open access, and scientific multidisciplinary journal, with a
specific focus on health policy and management research. It serves as a platform that brings …

[PDF][PDF] Mina Moradzadeh1, Mohammad Karamouzian2, 3, 4 ID, Sahar Najafizadeh1 ID, Vahid Yazdi-Feyzabadi1 ID

AA Haghdoost - International Journal of Health Policy and Management, 2023 - ijhpm.com
(IJHPM) is a peer-reviewed, gold open access, and scientific multidisciplinary journal, with a
specific focus on health policy and management research. It serves as a platform that brings …

Morphological variation in skull shape and size across extinct and extant populations of the greater stick-nest rat (Leporillus conditor): implications for translocation

IR Onley, KE Moseby, JJ Austin… - Australian Mammalogy, 2022 - CSIRO Publishing
Within-species morphological variation is often observed across spatial and climatic
gradients. Understanding this variation is important to conservation planning, as specialised …