Distributed lag non-linear models

Environmental stressors often show effects that are delayed in time, requiring the use of statistical models that are flexible enough to describe the additional time dimension of the exposure–response relationship. Here we develop the family of distributed lag non‐linear models (DLNM), a modelling f...

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Bibliographic Details
Published in:Statistics in medicine 2010-09, Vol.29 (21), p.2224-2234
Main Authors: Gasparrini, A., Armstrong, B., Kenward, M. G.
Format: Article
Language:English
Subjects:
Algorithms
Bias
Databases, Factual
delayed effects
distributed lag
Environmental Exposure - adverse effects
Environmental Exposure - statistics & numerical data
Humans
Internet
Medical statistics
Models, Statistical
Mortality
New York City - epidemiology
Nonlinear Dynamics
Nonlinear programming
Risk
smoothing
Software
Temperature
Time Factors
time series
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