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Using Generalized Linear Models to Assess Medical …
- https://link.springer.com/article/10.1023/A:1012597123667
- In this paper, we describe the use of the generalized linear model for estimating costs, and discuss several advantages that this technique has over traditional methods of cost analysis. We provide an example, applying this technique to the problem of determining …
Using Generalized Linear Models to Assess Medical …
- https://link.springer.com/content/pdf/10.1023/A:1012597123667.pdf
- Using Generalized Linear Models to Assess Medical Care Costs Health Services & Outcomes Research Methodology 1:2 (2000): 185±202 #2000 Kluwer Academic …
Using Generalized Linear Models to Assess Medical …
- https://www.researchgate.net/publication/225254856_Using_Generalized_Linear_Models_to_Assess_Medical_Care_Costs
- Generalized linear models (GLMs) were conducted using the PS-matched cohorts in order to understand the impact of treatment initiation and MTD achievement …
Modeling Health Care Expenditures and Use - Annual …
- https://www.annualreviews.org/doi/full/10.1146/annurev-publhealth-040617-013517
- For highly skewed data, generalized linear models (GLM) offer a range of alternative functional forms to match the relationship between the expected value of the dependent …
Statistical models for the analysis of skewed healthcare …
- https://healtheconomicsreview.biomedcentral.com/articles/10.1186/s13561-015-0045-7
- The general consensus is that estimating the mean cost using a logarithmic regression model leads to biased estimation [2,4-6]. An alternative approach is using …
Analyzing Health Care Costs: A Comparison of …
- https://www.biostat.jhsph.edu/project/seermed/paper/pap033104.pdf
- Generalized Linear Models: Using Generalized Linear Models (McCullagh and Nelder 1989) to address health cost issues has been outlined by Blough et al. (1995) and …
Week 7: Cost data and Generalized Linear Models
- https://clas.ucdenver.edu/marcelo-perraillon/content/hsr-week-7-cost-pdf
- Medical care cost data characteristicsLinear/OLS modelslog-level models and the retransformation modelGLM modelsGLM with log link and Gaussian familyGLM with …
HERC: Analyzing Cost Data
- https://www.herc.research.va.gov/include/page.asp?id=analyzing-cost-data
- Generalized Linear Models (GLM) allow more flexible modeling of costs that are superior to OLS regression of log cost (McCullagh and Nelder, 1989). GLM models allow …
Modeling Health Care Costs and Counts - City …
- http://econ.hunter.cuny.edu/parthadeb/wp-content/uploads/sites/4/2014/05/ASHEcon_LosAngeles_minicourse.pdf
- Costs and Utilization . Large fraction of population without any care during period of observation . Consumption among those with any care is very skewed (visits, …
Analysis of Health Care Costs in Elderly Patients with
- https://pubmed.ncbi.nlm.nih.gov/26989851/
- Analysis of Health Care Costs in Elderly Patients with Multiple Chronic Conditions Using a Finite Mixture of Generalized Linear Models Analysis of Health Care Costs in Elderly …
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