Distributed lag non-linear models
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Summary
A modelling framework that can simultaneously represent non-linear exposure–response dependencies and delayed effects, based on the definition of a ‘cross-basis’, which is implemented in the package dlnm within the statistical environment R.
- Type
- article
- Published
- 2010-05-07
- Cited by
- 2,168
- References
- 37
- Access
- Open access
- OpenAlex
- https://openalex.org/W2006203329
- Semantic Scholar
- https://api.semanticscholar.org/CorpusID:2639997
Keywords
Lag, Dimension (graph theory), Computer science, Linear model, Distributed lag
References
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- Generalized Linear Models, 2nd Edn.
- Air Pollution and Mortality
- Mortality Displacement of Heat-Related Deaths: A Comparison of Delhi, São Paulo, and London
- Modulation models for seasonal time series and incidence tables
- Low‐Rank Scale‐Invariant Tensor Product Smooths for Generalized Additive Mixed Models
- Models for the Relationship Between Ambient Temperature and Daily Mortality
- Health Effects of Air Pollution: A Statistical Review
- Air Pollution Mortality: Harvesting And Loss Of Life Expectancy
- Weather-Related Mortality
- Generalized Additive Models: An Introduction With R
- Is There Harvesting in the Association of Airborne Particles with Daily Deaths and Hospital Admissions?
- Fast and compact smoothing on large multidimensional grids
- Achieving Information Bounds in Non and Semiparametric Models
- A Bayesian hierarchical distributed lag model for estimating the time course of risk of hospitalization associated with particulate matter air pollution
- The Temporal Pattern of Mortality Responses to Air Pollution: A Multicity Assessment of Mortality Displacement
- Model selection and health effect estimation in environmental epidemiology.
- Revised Analyses of the National Morbidity, Mortality, and Air Pollution Study: Mortality Among Residents Of 90 Cities
- A distributed lag approach to fitting non-linear dose-response models in particulate matter air pollution time series investigations.
- Generalized Linear Models
Cited by
- Size-fractioned particulate air pollution and cardiovascular emergency room visits in Beijing, China.
- The effects of weather conditions on measles incidence in Guangzhou, Southern China
- Effects of temperature on mortality in Hong Kong: a time series analysis
- Spatiotemporal variation in heat-related out-of-hospital cardiac arrest during the summer in Japan.
- Effects of ambient temperature on daily hospital admissions for mental disorders in Shanghai, China: A time-series analysis.
- Fetal and postnatal metal dysregulation in autism
- The Short-Term Effects of Visibility and Haze on Mortality in a Coastal City of China: A Time-Series Study
- The effects of meteorological variables on ambulance attendance for cardiovascular diseases in Rasht, Iran.
- The impact of relative humidity and atmospheric pressure on mortality in Guangzhou, China.
- The Impact of Temperature on Mortality in Tianjin, China: A Case-Crossover Design with a Distributed Lag Nonlinear Model
- Statistical methods in studies on temperature-health associations
- Bayesian Modeling for Environmental Association and Gene-Environment Interaction Under Complex Epidemiologic Study Designs.
- Estimating the effects of ambient temperature on mortality : methodological challenges and proposed solutions
- Ambient temperature and outpatient visits for acute exacerbation of chronic bronchitis in Shanghai: a time series analysis.
- The effects of high temperature on cardiovascular admissions in the most populous tropical city in Vietnam.
- Precipitation and Primary Health Care Visits for Gastrointestinal Illness in Gothenburg, Sweden
- Impact of diurnal temperature range on mortality in a high plateau area in southwest China: A time series analysis.
- The Relationship Between Apparent Temperature and Daily Number of Live Births in Montreal
- Mortality associated with particulate concentration and Asian dust storms in Metropolitan Taipei
- It’s Not Easy Being Blue: Are There Olfactory and Visual Trade-Offs in Plant Signalling?
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