Concepedia

Prediction of vertical PM2.5 concentrations alongside an elevated expressway by using the neural network hybrid model and generalized additive model

Ya Gao, Zhanyong Wang, Qing-Chang Lu, Chao Liu, Zhong‐Ren Peng, Yue Yu

Frontiers of Earth Science · 2016 · 31 citations · 38 references

DOI

Concepts

References

38

Generalized Additive Models.

Richard A. Brown, Trevor Hastie, Robert Tibshirani · Biometrics · 1991 · 8.3K citations

Generalized Additive Models.

Robert A. Koyak, T. J. Hastie, Ryan J. Tibshirani · Journal of the American Statistical Association · 1991 · 7.7K citations

GAMs with integrated model selection using penalized regression splines and applications to environmental modelling

Simon N. Wood, Nicole H. Augustin · Ecological Modelling · 2002 · 800 citations · Full text

, , +11

Multiple linear regression and artificial neural networks based on principal components to predict ozone concentrations

Sofia Sousa, F.G. Martins, M.C.M. Alvim-Ferraz et al. · Environmental Modelling & Software · 2006 · 497 citations

, , +17

Principal component and multiple regression analysis in modelling of ground-level ozone and factors affecting its concentrations

Sabah A. Abdul‐Wahab, Charles S. Bakheit, Saleh M. Al-Alawi · Environmental Modelling & Software · 2004 · 462 citations

, , +16