[PDF] Top 20 Using rank data to estimate health state utility models
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Using rank data to estimate health state utility models
... (the data may be subject to end-point and context ...ordinal data in health state valuation has been largely ignored; notable exceptions to this observation being the work by Kind (1982, ... See full document
33
Bayesian statistical models to estimate EQ-5D utility scores from EORTC QLQ data in myeloma
... of health related quality of life (HRQoL) are widely used to calculate quality adjusted life years (QALYs) for use in cost effectiveness ...six-dimensional health state short form (SF-6D) [2] and ... See full document
27
Sourcing and Using Appropriate Health State Utility Values in Economic Models in Health Care
... of using this evidence within the ...particular health condition or clinical event), estimate HSUVs for comorbidities (when a second health condition is present concurrently with the primary ... See full document
9
The Use of Health State Utility Values In Decision Models
... when using the results of poorly executed regression ...obtained using ordinary least square regressions predict relatively accurate mean estimates, they can predict values outside the range of the index ... See full document
26
Measurement of utilities associated with parenteral support requirement in patients with short bowel syndrome and intestinal failure
... to estimate utility scores from a patient-completed SBS-quality of life measure (SBS-QoL), 12 home- versus hospital- administered PS, 13 parenteral and enteral route of administration, 14 and collection of ... See full document
18
Modelling health state preference data using a non-parametric Bayesian method
... of health related quality of life in order to calculate quality adjusted life years for use in cost effectiveness ...dimensional health state classifications with pre-existing preference or ... See full document
26
Estimating population cardinal health state valuation models from individual ordinal (rank) health state preference data
... regression models to the rank data collected as part of the Measurement and Valuation of Health Study ...full health-death (1-0) scale, using the mean measured TTO value for the ... See full document
28
Patient-reported health state utilities in metastatic gastroenteropancreatic neuroendocrine tumours – an analysis based on the CLARINET study
... HRQL data collected in existing GEP-NETs tri- ...HRQL data post-disease progres- sion in future trials with longer follow-up period would also be very helpful to help estimate robust utility ... See full document
9
A view from the Bridge: agreement between the SF-6D utility algorithm and the Health utilities Index
... a utility measure. Nichol [4] used this method with the Health Utilities Index (HUI) and Fryback [5] with the Quality of Well Being Index (QWB); both studies fit linear additive models by ordinary ... See full document
8
Is Meta-Analysis for Utility Values Appropriate Given the Potential Impact Different Elicitation Methods Have on Values?
... of utility values to populate economic models are clear—the adoption of a clear methodology to follow in terms of searching (see [32]) and transparent reporting of ...the data are ...particular ... See full document
5
Longitudinal and cross sectional assessments of health utility in adults with HIV/AIDS: a systematic review and meta analysis
... the data. The first one aimed to obtain the pooled estimates of utility and examine the influences of study characteristics on these estimates ...assessment using a specific tool in both ... See full document
16
Estimating Health State Utility Values for Comorbidities
... When using estimated HSUVs in decision analytic models, it is particularly important to demonstrate the potential effect on the incremental cost-effectiveness ratio (ICER) when using alternative ... See full document
14
Health-related quality of life impact of minor and major bleeding events during dual antiplatelet therapy: a systematic literature review and patient preference elicitation study
... the health-related quality-of-life (HRQoL) impacts of bleeds could lead to inappropriate decisions about which DAPT regimens to use in clinical ...analytic models assessing DAPT. Furthermore, the National ... See full document
15
Estimating population cardinal health state valuation models from individual ordinal (rank) health state preference data
... predicted health state valuations using the ordinal preference data we used conditional logistic regression as outlined by ...10 health states we assume that the respondent first ... See full document
27
Using rank and discrete choice data to estimate health state utility values on the QALY scale
... full health and 0 for dead. The current approach to modelling ordinal data assumes that any two states that are apart from each other by X will have the same proportion of respondent’s incorrectly ranking j ... See full document
29
The Use Of Mapping To Estimate Health State Utility Values
... and models obtained using OLS regressions have a tendency to under-predict at the top and over-predict at the bottom of the index ...the data are typically bimodal or trimodal, with a large ... See full document
30
A systematic literature review of health state utility values in head and neck cancer
... populate health economic models with utility ...describing health states that might not be realistic nowadays because of emerging treatment mo- dalities, improvements in treatment-related ... See full document
13
Scaling Learning to Rank to Big Data: Using MapReduce to parallelise Learning to Rank
... the data sets that can be processed with machine learning ...to Rank sub-field of machine learn- ...to Rank has received some attention lately [ 15 , 16 , 37 , 194 , 188 ], since Liu [ 135 ] first ... See full document
125
Using 2011 Census data to estimate future elderly health care demand
... by health planners and academics that the ageing of populations has the potential to place growing demands on health services, and that this pattern of demand will vary by ...to estimate the demand ... See full document
23
The prevalence of MS in the United StatesA population-based estimate using health claims data
... From the Department of Veterans Affairs Multiple Sclerosis Center of Excellence (M.T.W., W.J.C.); Georgetown University School of Medicine (M.T.W.), Washington, DC; University of Maryland (W.J.C.), Baltimore; University ... See full document
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