GSTDTAP
DOI10.1007/s10584-019-02593-5
Testing the emission reduction claims of CDM projects using the Benford's Law
Cole, Matthew A.; Maddison, David J.; Zhang, Liyun
2019-11-22
发表期刊CLIMATIC CHANGE
ISSN0165-0009
EISSN1573-1480
出版年2019
文章类型Article;Early Access
语种英语
国家England
英文摘要

Benford's Law suggests that the first digits of numerical data are heavily skewed towards low numbers. Data that fail to conform to Benford's Law when conformity is to be expected may have been manipulated. Using Benford's Law, we conduct digital frequency analysis on the emission reduction claims of Clean Development Mechanism projects. Digital frequency analysis indicates that although emission reduction claims made in project design documents do not conform to Benford's Law, we cannot reject the null hypothesis that data on certified emission reductions do. Benford's Law offers a rapid, low-cost means of identifying possible instances of data manipulation.


英文关键词Clean Development Mechanism Emission reductions Benford' s Law Data manipulation
领域气候变化
收录类别SCI-E
WOS记录号WOS:000497794100001
WOS关键词CLEAN DEVELOPMENT MECHANISM ; SUSTAINABLE DEVELOPMENT ; TECHNOLOGY-TRANSFER ; ADDITIONALITY ; ACCURACY ; NUMBERS ; DELIVER ; CHINA ; INDIA
WOS类目Environmental Sciences ; Meteorology & Atmospheric Sciences
WOS研究方向Environmental Sciences & Ecology ; Meteorology & Atmospheric Sciences
引用统计
文献类型期刊论文
条目标识符http://119.78.100.173/C666/handle/2XK7JSWQ/224359
专题环境与发展全球科技态势
作者单位Univ Birmingham, Birmingham Business Sch, Dept Econ, Birmingham B15 2TT, W Midlands, England
推荐引用方式
GB/T 7714
Cole, Matthew A.,Maddison, David J.,Zhang, Liyun. Testing the emission reduction claims of CDM projects using the Benford's Law[J]. CLIMATIC CHANGE,2019.
APA Cole, Matthew A.,Maddison, David J.,&Zhang, Liyun.(2019).Testing the emission reduction claims of CDM projects using the Benford's Law.CLIMATIC CHANGE.
MLA Cole, Matthew A.,et al."Testing the emission reduction claims of CDM projects using the Benford's Law".CLIMATIC CHANGE (2019).
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