Does consideration of larger study areas yield more accurate estimates of air pollution health effects? An illustration of the bias-variance trade-off in air pollution epidemiology.
Pedersen, Marie
Does consideration of larger study areas yield more accurate estimates of air pollution health effects? An illustration of the bias-variance trade-off in air pollution epidemiology. [electronic resource] - Environment international Oct 2013 - 23-30 p. digital
Publication Type: Comparative Study; Journal Article; Research Support, Non-U.S. Gov't
1873-6750
10.1016/j.envint.2013.07.005 doi
Air Pollutants--analysis
Air Pollution--analysis
Asthma--chemically induced
Cohort Studies
Computer Simulation
Confounding Factors, Epidemiologic
Environmental Monitoring--methods
Female
Humans
Infant
Logistic Models
Models, Chemical
Models, Statistical
Nitrogen Dioxide--analysis
Particulate Matter--analysis
Pregnancy
Prenatal Exposure Delayed Effects--epidemiology
Prevalence
Risk Factors
Rural Population--statistics & numerical data
Sample Size
Surveys and Questionnaires
Urban Health
Urban Population
Does consideration of larger study areas yield more accurate estimates of air pollution health effects? An illustration of the bias-variance trade-off in air pollution epidemiology. [electronic resource] - Environment international Oct 2013 - 23-30 p. digital
Publication Type: Comparative Study; Journal Article; Research Support, Non-U.S. Gov't
1873-6750
10.1016/j.envint.2013.07.005 doi
Air Pollutants--analysis
Air Pollution--analysis
Asthma--chemically induced
Cohort Studies
Computer Simulation
Confounding Factors, Epidemiologic
Environmental Monitoring--methods
Female
Humans
Infant
Logistic Models
Models, Chemical
Models, Statistical
Nitrogen Dioxide--analysis
Particulate Matter--analysis
Pregnancy
Prenatal Exposure Delayed Effects--epidemiology
Prevalence
Risk Factors
Rural Population--statistics & numerical data
Sample Size
Surveys and Questionnaires
Urban Health
Urban Population