[HTML][HTML] Missing value imputation affects the performance of machine learning: A review and analysis of the literature (2010–2021)

MK Hasan, MA Alam, S Roy, A Dutta, MT Jawad… - Informatics in Medicine …, 2021 - Elsevier
Recently, numerous studies have been conducted on Missing Value Imputation (MVI),
intending the primary solution scheme for the datasets containing one or more missing …

Ten steps in scale development and reporting: A guide for researchers

S Carpenter - Communication methods and measures, 2018 - Taylor & Francis
Scale development involves numerous theoretical, methodological, and statistical
competencies. Despite the central role that scales play in our predictions, scholars often …

Imputation with the R Package VIM

A Kowarik, M Templ - Journal of statistical software, 2016 - jstatsoft.org
Abstract The package VIM (Templ, Alfons, Kowarik, and Prantner 2016) is developed to
explore and analyze the structure of missing values in data using visualization methods, to …

A bird's eye view of civilians killed by police in 2015: Further evidence of implicit bias

J Nix, BA Campbell, EH Byers… - Criminology & Public …, 2017 - Wiley Online Library
Research Summary We analyzed 990 police fatal shootings using data compiled by The
Washington Post in 2015. After first providing a basic descriptive analysis of these shootings …

Predictors of quality of life for autistic adults

D Mason, H McConachie, D Garland, A Petrou… - Autism …, 2018 - Wiley Online Library
Research with adults on the autism spectrum is as yet limited in scope and quality. The
present study describes quality of life (QoL) of a large sample of autistic adults in the UK and …

Climate for conflict management, exposure to workplace bullying and work engagement: a moderated mediation analysis

S Einarsen, A Skogstad, E Rørvik… - … Journal of Human …, 2018 - Taylor & Francis
The present study investigates a potential preventive factor in relation to workplace bullying.
Specifically, we examine how climate for conflict management (CCM) may be related to less …

The somatic symptom scale–8 (SSS-8): a brief measure of somatic symptom burden

B Gierk, S Kohlmann, K Kroenke… - JAMA internal …, 2014 - jamanetwork.com
Importance Somatic symptoms are the core features of many medical diseases, and they are
used to evaluate the severity and course of illness. The 8-item Somatic Symptom Scale (SSS …

A novel data condition and performance hybrid imputation method for energy efficient operations of marine systems

M Cheliotis, C Gkerekos, I Lazakis, G Theotokatos - Ocean Engineering, 2019 - Elsevier
Datasets with missing values can adversely affect the accuracy of any subsequent decision
making, for instance in condition-and performance-monitoring for energy efficient operations …

Enhancing the validity of a quality of life measure for autistic people

H McConachie, D Mason, JR Parr, D Garland… - Journal of autism and …, 2018 - Springer
Accurate measurement of quality of life (QoL) is important for evaluation of autism services
and trials of interventions. We undertook psychometric validation of the World Health …

What factors are associated with flourishing? Results from a large representative national sample

M Schotanus-Dijkstra, ME Pieterse… - Journal of happiness …, 2016 - Springer
Flourishing is the ultimate end-state in psychology and a key-concept in the field of positive
psychology research. Flourishers are those individuals with both high levels of hedonic well …