Zobrazeno 1 - 10
of 30
pro vyhledávání: '"Susmann, Herbert P."'
Autor:
Susmann, Herbert, Raftery, Adrian E.
Estimates of future migration patterns are a crucial input to world population projections. Forced migration, including refugee and asylum seekers, plays an important role in overall migration patterns, but is notoriously difficult to forecast. We pr
Externí odkaz:
http://arxiv.org/abs/2405.06857
Autor:
Susmann, Herbert, Díaz, Iván
Longitudinal Modified Treatment Policies (LMTPs) provide a framework for defining a broad class of causal target parameters for continuous and categorical exposures. We propose Local LMTPs, a generalization of LMTPs to settings where the target param
Externí odkaz:
http://arxiv.org/abs/2405.06135
Conformal Inference (CI) is a popular approach for generating finite sample prediction intervals based on the output of any point prediction method when data are exchangeable. Adaptive Conformal Inference (ACI) algorithms extend CI to the case of seq
Externí odkaz:
http://arxiv.org/abs/2312.00448
Autor:
Susmann, Herbert, Chambaz, Antoine
Estimating quantiles of an outcome conditional on covariates is of fundamental interest in statistics with broad application in probabilistic prediction and forecasting. We propose an ensemble method for conditional quantile estimation, Quantile Supe
Externí odkaz:
http://arxiv.org/abs/2310.19343
Aggregate measures of family planning are used to monitor demand for and usage of contraceptive methods in populations globally, for example as part of the FP2030 initiative. Family planning measures for low- and middle-income countries are typically
Externí odkaz:
http://arxiv.org/abs/2302.00951
Autor:
Susmann, Herbert, Chambaz, Antoine
Two of the principle tasks of causal inference are to define and estimate the effect of a treatment on an outcome of interest. Formally, such treatment effects are defined as a possibly functional summary of the data generating distribution, and are
Externí odkaz:
http://arxiv.org/abs/2301.10630
Autor:
Susmann, Herbert, Alkema, Leontine
Several demographic and health indicators, including the total fertility rate (TFR) and modern contraceptive use rate (mCPR), evolve similarly over time, characterized by a transition between stable states. Existing approaches for estimation or proje
Externí odkaz:
http://arxiv.org/abs/2301.09694
There is growing interest in producing estimates of demographic and global health indicators in populations with limited data. Statistical models are needed to combine data from multiple data sources into estimates and projections with uncertainty. D
Externí odkaz:
http://arxiv.org/abs/2102.10020
Autor:
Green Brody, Julia1 brody@silentspring.org, Cirillo, Piera M.2, Boronow, Katherine E.1, Havas, Laurie3, Plumb, Marj4, Susmann, Herbert P.5, Gajos, Krzysztof Z.6, Cohn, Barbara A.2
Publikováno v:
Environmental Health Perspectives. Nov2021, Vol. 129 Issue 11, p117005-1-117005-15. 15p. 1 Color Photograph, 2 Diagrams, 5 Charts, 1 Graph.
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