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  • Search: subject:"case control sampling"
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case control sampling 3 causal effect 3 counterfactual 3 double robust estimation 3 estimating function 3 locally efficient estimation 3 marginal structural models 3 targeted maximum likelihood estimation 3 inverse probability of treatment weighting 2 matched case control sampling 2 canonical gradient 1 efficient influence curve 1 gradient 1 incidence density sampling 1 influence curve 1 randomization assumption 1 randomized trial 1 semi-parametric regression 1
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Undetermined 3
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Article 3
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Undetermined 3
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Laan, Mark van der 3 Rose, Sherri 2
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International Journal of Biostatistics 3
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RePEc 3
Showing 1 - 3 of 3
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Why Match? Investigating Matched Case-Control Study Designs with Causal Effect Estimation
Rose, Sherri; Laan, Mark van der - In: International Journal of Biostatistics 5 (2009) 1, pp. 1127-1127
Matched case-control study designs are commonly implemented in the field of public health. While matching is intended to eliminate confounding, the main potential benefit of matching in case-control studies is a gain in efficiency. Methods for analyzing matched case-control studies have focused...
Persistent link: https://www.econbiz.de/10005752615
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Estimation Based on Case-Control Designs with Known Prevalence Probability
Laan, Mark van der - In: International Journal of Biostatistics 4 (2008) 1, pp. 1114-1114
Regular case-control sampling is an extremely common design used to generate data to estimate effects of exposures or … interest is low. Case-control sampling represents a biased sample of a target population of interest by sampling a … population of interest into an estimation method based on case-control sampling from this population. We show that this case …
Persistent link: https://www.econbiz.de/10005246572
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Simple Optimal Weighting of Cases and Controls in Case-Control Studies
Rose, Sherri; Laan, Mark van der - In: International Journal of Biostatistics 4 (2008) 1, pp. 1115-1115
Researchers of uncommon diseases are often interested in assessing potential risk factors. Given the low incidence of disease, these studies are frequently case-control in design. Such a design allows a sufficient number of cases to be obtained without extensive sampling and can increase...
Persistent link: https://www.econbiz.de/10005585147
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