Multiple imputation to deal with missing EQ-5D-3L data: Should we impute individual domains or the actual index?

Multiple imputation to deal with missing EQ-5D-3L data: Should we impute individual domains or the actual index?

Taispeáin leaganacha eile (1)

PURPOSE: Missing data are a well-known and widely documented problem in cost-effectiveness analyses alongside clinical trials using individual patient-level data. Current methodological research recommends multiple imputation (MI) to deal with missing health outcome data, but there is little guidanc...

Cur síos iomlán

Sonraí bibleagrafaíochta
Príomhchruthaitheoirí:	Simons, C, Rivero-Arias, O, Yu, L, Simon, J
Formáid:	Journal article
Teanga:	English
Foilsithe / Cruthaithe:	Springer International Publishing 2015

Míreanna comhchosúla

Multiple imputation to deal with missing EQ-5D-3L data: Should we impute individual domains or the actual index?
de réir: Simons, C, et al.
Foilsithe / Cruthaithe: (2015)

Imputation of missing genotypes: an empirical evaluation of IMPUTE
de réir: Steinberg Martin H, et al.
Foilsithe / Cruthaithe: (2008-12-01)

Multiple Imputation of Multilevel Missing Data
de réir: Simon Grund, et al.
Foilsithe / Cruthaithe: (2016-10-01)

Flexible Imputation of Missing Data
de réir: Hakan Demirtas
Foilsithe / Cruthaithe: (2018-07-01)

ExtraImpute: a novel machine learning method for missing data imputation
de réir: Alabadla, Mustafa, et al.
Foilsithe / Cruthaithe: (2022)

Missing value imputation for diabetes prediction
de réir: Luo, Fei, et al.
Foilsithe / Cruthaithe: (2023)

Quantum Circuit for Imputation of Missing Data
de réir: Claudio Sanavio, et al.
Foilsithe / Cruthaithe: (2024-01-01)

Imputing missing distances in molecular phylogenetics
de réir: Xuhua Xia
Foilsithe / Cruthaithe: (2018-07-01)

Missing Data Imputation for Supervised Learning
de réir: Jason Poulos, et al.
Foilsithe / Cruthaithe: (2018-04-01)

Missing Data Imputation for Categorical Variables
de réir: Jaroslav Horníček, et al.
Foilsithe / Cruthaithe: (2022-09-01)

Missing value imputation for epistatic MAPs
de réir: Cagney Gerard, et al.
Foilsithe / Cruthaithe: (2010-04-01)

Missing Data Imputation Method Combining Random Forest and Generative Adversarial Imputation Network
de réir: Hongsen Ou, et al.
Foilsithe / Cruthaithe: (2024-02-01)

Missing Data Imputation Algorithm for Transmission Systems Based on Multivariate Imputation With Principal Component Analysis
de réir: Yeon-Sub Sim, et al.
Foilsithe / Cruthaithe: (2022-01-01)

How much missing data is too much to impute for longitudinal health indicators? A preliminary guideline for the choice of the extent of missing proportion to impute with multiple imputation by chained equations
de réir: K. P. Junaid, et al.
Foilsithe / Cruthaithe: (2025-02-01)

The importance of batch sensitization in missing value imputation
de réir: Hui, Harvard Wai Hann, et al.
Foilsithe / Cruthaithe: (2023)

Imputation of missing values in breast cancer data
de réir: Rajagopal, Tejas R.
Foilsithe / Cruthaithe: (2024)

Robust regression imputation for analyzing missing data
de réir: Rana, Md. Sohel, et al.
Foilsithe / Cruthaithe: (2012)

gcimpute: A Package for Missing Data Imputation
de réir: Yuxuan Zhao, et al.
Foilsithe / Cruthaithe: (2024-02-01)

A Probabilistic Approach for Missing Data Imputation
de réir: Muhammed Nazmul Arefin, et al.
Foilsithe / Cruthaithe: (2024-01-01)

Data variability in the imputation quality of missing data
de réir: Elisandra Lúcia Moro Stochero, et al.
Foilsithe / Cruthaithe: (2024-04-01)

Missing Data Imputation in Internet of Things Gateways
de réir: Cinthya M. França, et al.
Foilsithe / Cruthaithe: (2021-10-01)

Imputing Missing Data in Hourly Traffic Counts
de réir: Muhammad Awais Shafique
Foilsithe / Cruthaithe: (2022-12-01)

The importance of batch sensitization in missing value imputation
de réir: Harvard Wai Hann Hui, et al.
Foilsithe / Cruthaithe: (2023-02-01)

Missing value imputation Techniques: A Survey
de réir: Wafaa Mustafa Hameed, et al.
Foilsithe / Cruthaithe: (2023-03-01)

Impute the missing data using retrieved dropouts
de réir: Shuai Wang, et al.
Foilsithe / Cruthaithe: (2022-03-01)

Combining multiple imputation and control function methods to deal with missing data and endogeneity in discrete-choice models
de réir: Gopalakrishnan, Raja, et al.
Foilsithe / Cruthaithe: (2021)

Multiple imputation to deal with missing objectively-measured physical activity data: findings from two cohorts
de réir: Rafaela Costa Martins, et al.
Foilsithe / Cruthaithe: (2021-07-01)

A new analytical framework for missing data imputation and classification with uncertainty: Missing data imputation and heart failure readmission prediction.
de réir: Zhiyong Hu, et al.
Foilsithe / Cruthaithe: (2020-01-01)

Imputing missing genotypes: effects of methods and patterns of missing data
de réir: Ogut Funda, et al.
Foilsithe / Cruthaithe: (2011-09-01)

Multiple imputation of missing data under missing at random: including a collider as an auxiliary variable in the imputation model can induce bias
de réir: Elinor Curnow, et al.
Foilsithe / Cruthaithe: (2023-09-01)

Using multiple imputation to deal with missing data and attrition in longitudinal studies with repeated measures of patient-reported outcomes
de réir: Biering K, et al.
Foilsithe / Cruthaithe: (2015-01-01)

An Evaluation of Machine Learning Algorithms for Missing Values Imputation
de réir: Kohbalan, Moorthy, et al.
Foilsithe / Cruthaithe: (2019)

Missing variability in meta-analysis : is imputing always good?
de réir: Nik Idris, Nik Ruzni, et al.
Foilsithe / Cruthaithe: (2006)

Imputing missing values in modelling the PM10 concentrations
de réir: Nuradhiathy Abd Razak,, et al.
Foilsithe / Cruthaithe: (2014)

Tensor factorization for missing data imputation in medical questionnaires
de réir: Dauwels, Justin, et al.
Foilsithe / Cruthaithe: (2013)

Advances in Biomedical Missing Data Imputation: A Survey
de réir: Miriam Barrabes, et al.
Foilsithe / Cruthaithe: (2025-01-01)

A Comprehensive Bibliometric Analysis of Missing Value Imputation
de réir: Heru Nugroho, et al.
Foilsithe / Cruthaithe: (2024-01-01)

Missing data imputation using classification and regression trees
de réir: Cheng-Yang Chen, et al.
Foilsithe / Cruthaithe: (2024-06-01)

Missing Data Imputation in the Internet of Things Sensor Networks
de réir: Benjamin Agbo, et al.
Foilsithe / Cruthaithe: (2022-05-01)

Multiple Imputation of Missing Data in Educational Production Functions
de réir: Amira Elasra
Foilsithe / Cruthaithe: (2022-03-01)