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Journal ArticleDOI

Examining the impact factors of energy-related CO2 emissions using the STIRPAT model in Guangdong Province, China

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In this article, the authors examined the impact factors of population, economic level, technology level, urbanization level, GDP per capita, industrialization level and service level on the energy-related CO2 emissions in Guangdong Province, China from 1980 to 2010 using an extended STIRPAT model.
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Sustainable development and pollution: the effects of CO2 emission on population growth, food production, economic development, and energy consumption in Pakistan

TL;DR: In this article, the influence of carbon dioxide emission to population growth, food production, economic growth, livestock and energy utilization in Pakistan was examined using the STIRPAT model with the extension of an ARDL (Autoregressive Distributed Lag) method.
Proceedings ArticleDOI

Forecasting CO2 Emission from Thermal Power Production in Beijing-Tianjin-Hebei by Using GM (1,1) Model

Deng Pan
TL;DR: In this paper , a GM (1,1) model is adopted to forecast CO2 emission due to the obvious advantage of dealing with small sample, and the mean relative error and the posterior error test indicate that GM 1,1 prediction performance is satisfactory.
Journal ArticleDOI

Agricultural carbon footprint, energy utilization and economic quality: What causes what, and where?

TL;DR: Wang et al. as mentioned in this paper explored the nexus and internal mechanism between agricultural carbon footprint (CF), energy utilization and economic quality of main grain-planting provinces in China and found that energy utilization negatively influenced agricultural CF in both the short-term and long-term.
References
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Journal ArticleDOI

Ridge regression: biased estimation for nonorthogonal problems

TL;DR: In this paper, an estimation procedure based on adding small positive quantities to the diagonal of X′X was proposed, which is a method for showing in two dimensions the effects of nonorthogonality.
Journal ArticleDOI

Impact of Population Growth

Paul R. Ehrlich, +1 more
- 26 Mar 1971 - 
TL;DR: In this paper, the authors argue that population growth causes a disproportionate negative impact on the environment and that the control of population is necessary but not sufficient means of seeing us through the whole crisis of environmental deterioration.
Journal ArticleDOI

Generalized Inverses, Ridge Regression, Biased Linear Estimation, and Nonlinear Estimation

TL;DR: In this article, the authors discuss a class of biased linear estimators employing generalized inverses and establish a unifying perspective on nonlinear estimation from nonorthogonal data.
Journal ArticleDOI

STIRPAT, IPAT and ImPACT: analytic tools for unpacking the driving forces of environmental impacts

TL;DR: In this paper, the STIRPAT model is augmented with measures of ecological elasticity, which allows for a more precise specification of the sensitivity of environmental impacts to the forces driving them.
Book

Multicollinearity in Regression Analysis; the Problem Revisited

TL;DR: An attempt is made to define multicollinearity in terms of departures from a hypothesized statistical condition, and measures are proposed here that fill this need.
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