[HTML][HTML] Missing value imputation affects the performance of machine learning: A review and analysis of the literature (2010–2021)
Recently, numerous studies have been conducted on Missing Value Imputation (MVI),
intending the primary solution scheme for the datasets containing one or more missing …
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 …
competencies. Despite the central role that scales play in our predictions, scholars often …
Imputation with the R Package VIM
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 …
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 …
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 …
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 …
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 …
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
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 …
making, for instance in condition-and performance-monitoring for energy efficient operations …
Enhancing the validity of a quality of life measure for autistic people
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 …
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 …
psychology research. Flourishers are those individuals with both high levels of hedonic well …