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Particulate Matter Forecasting in Bangladesh, India, China, and USA
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Particulate Matter Forecasting in Bangladesh, India, China, and USA Paperback -

by Ahammad Hossain; Rejvi Ahmed Bhuiya; Mohammad Zulficar Ali

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From the publisher

This study was an attempt to build a suitable time series model to forecast the Particulate Matter of Bangladesh, India, China, and the USA. This secondary dataset was collected from the World Bank data Indicators. There are 264 countries or regions PM2.5 air pollution, mean annual exposure (micrograms per cubic meter) recorded from 1990 to 2017. The time series plot showed that Particulate Matter had a rightly upward trend over time in Bangladesh, India, and China. But the United States of America had a rightly downward trend over time. Missing data were analyzed by the multiple imputation method. Here 'year' was the independent and Particulate Matter was the dependent variable. To fit proper Autoregressive Integrated Moving Average (ARIMA) and Generalized Autoregressive Conditional Heteroscedasticity (GARCH) family models, the stationary property of the series was confirmed. Finally, the finite mixtures of ARIMA with GARCH family models were established for forecasting purposes.

Details

  • Title Particulate Matter Forecasting in Bangladesh, India, China, and USA
  • Author Ahammad Hossain; Rejvi Ahmed Bhuiya; Mohammad Zulficar Ali
  • Binding Paperback
  • Pages 72
  • Volumes 1
  • Language ENG
  • Publisher LAP Lambert Academic Publishing
  • ISBN 9786205501375 / 6205501376
  • Weight 0.26 lbs (0.12 kg)
  • Dimensions 9 x 6 x 0.17 in (22.86 x 15.24 x 0.43 cm)
  • Category Science

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Particulate Matter Forecasting in Bangladesh, India, China, and USA: A Machine Learning Approach
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Particulate Matter Forecasting in Bangladesh, India, China, and USA: A Machine Learning Approach

by Hossain, Dr. Ahammad

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ISBN 10 / ISBN 13
9786205501375 / 6205501376
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paperback. Good. Access codes and supplements are not guaranteed with used items. May be an ex-library book.
Add to wish list
Item price
A$104.63
Free Delivery to USA