Generalized additive models with principal component analysis: an application to time series of respiratory disease and air pollution data
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Pascal Bondon | Glaura C. Franco | Márton Ispány | Jane Meri Santos | Valdério Anselmo Reisen | P. Bondon | V. Reisen | M. Ispany | G. Franco | Juliana Souza | Juliana B. Souza | Jane Meri Santos | M. Ispány
[1] G. Zou,et al. A modified poisson regression approach to prospective studies with binary data. , 2004, American journal of epidemiology.
[2] B. Ostro,et al. Air pollution and health effects: A study of medical visits among children in Santiago, Chile. , 1999, Environmental health perspectives.
[3] David S. Matteson,et al. Dynamic Orthogonal Components for Multivariate Time Series , 2011 .
[4] Estimating the number of common factors in serially dependent approximate factor models , 2012 .
[5] Benjamin Kedem,et al. Regression Models for Time Series Analysis: Kedem/Time Series Analysis , 2005 .
[6] A. Figueiras,et al. A bootstrap method to avoid the effect of concurvity in generalised additive models in time series studies of air pollution , 2005, Journal of Epidemiology and Community Health.
[7] Siquan Tian,et al. A comparison between two GAM models in quantifying relationships of environmental variables with fish richness and diversity indices , 2014, Aquatic Ecology.
[8] Hao Helen Zhang. Splines in Nonparametric Regression , 2014 .
[9] R. Burnett,et al. The Effect of Concurvity in Generalized Additive Models Linking Mortality to Ambient Particulate Matter , 2003, Epidemiology.
[10] F. Dominici,et al. Fine particulate air pollution and hospital admission for cardiovascular and respiratory diseases. , 2006, JAMA.
[11] G. Schwarz. Estimating the Dimension of a Model , 1978 .
[12] J. Friedman. Multivariate adaptive regression splines , 1990 .
[13] H. R. Anderson,et al. Assessment and prevention of acute health effects of weather conditions in Europe, the PHEWE project: background, objectives, design , 2007, Environmental health : a global access science source.
[14] Xiaohui Xu,et al. Ambient air pollution and hospital admission in Shanghai, China. , 2010, Journal of hazardous materials.
[15] Yaping Wang,et al. Analyzing the effects of air pollution and mortality by generalized additive models with robust principal components , 2011, Int. J. Syst. Assur. Eng. Manag..
[16] Murat Kulahci,et al. Impact of Autocorrelation on Principal Components and Their Use in Statistical Process Control , 2016, Qual. Reliab. Eng. Int..
[17] Yu-Pin Hu,et al. Principal Volatility Component Analysis , 2014 .
[18] Howard H. Chang,et al. A simulation study to quantify the impacts of exposure measurement error on air pollution health risk estimates in copollutant time-series models , 2016, Environmental Health.
[19] H. Akaike,et al. Information Theory and an Extension of the Maximum Likelihood Principle , 1973 .
[20] Michael J. Campbell,et al. Time Series Regression for Counts: An Investigation into the Relationship between Sudden Infant Death Syndrome and Environmental Temperature , 1994 .
[21] Peter Dalgaard,et al. Introductory statistics with R , 2002, Statistics and computing.
[22] Ian T. Jolliffe,et al. Principal Component Analysis , 2002, International Encyclopedia of Statistical Science.
[23] Kazuhiko Ito,et al. Distributed Lag Analyses of Daily Hospital Admissions and Source-Apportioned Fine Particle Air Pollution , 2010, Environmental health perspectives.
[24] J. Schwartz,et al. Harvesting and long term exposure effects in the relation between air pollution and mortality. , 2000, American journal of epidemiology.
[25] Comparing Estimates of the Effects of Air Pollution on Human Mortality Obtained Using Different Regression Methodologies , 1997, Risk analysis : an official publication of the Society for Risk Analysis.
[26] James W Hardin,et al. Testing Approaches for Overdispersion in Poisson Regression versus the Generalized Poisson Model , 2007, Biometrical journal. Biometrische Zeitschrift.
[27] A. Braga,et al. [Air pollution and respiratory diseases among children in the city of Curitiba, Brazil]. , 2004, Revista de saude publica.
[28] Steven Roberts,et al. Using Supervised Principal Components Analysis to Assess Multiple Pollutant Effects , 2006, Environmental health perspectives.
[29] F. Dominici,et al. On the use of generalized additive models in time-series studies of air pollution and health. , 2002, American journal of epidemiology.