干旱区生态环境知识资源中心(Arid): Multiple-to-multiple path analysis model

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DOI	10.1371/journal.pone.0247722
	Multiple-to-multiple path analysis model
	Du, Yujie; Du, Junli; Liu, Xi; Yuan, Zhifa
通讯作者	Du, JL ; Yuan, ZF (corresponding author), Northwest A&F Univ, Coll Sci, Yangling, Shaanxi, Peoples R China.
来源期刊	PLOS ONE
ISSN	1932-6203
出版年	2021
卷号	16 期号:3
英文摘要	One-to-multiple path analysis model describes the regulation mechanism of multiple independent variables to one dependent variable by dividing the correlation coefficient and the determination coefficient. How to analyse more complex regulation mechanisms of multiple independent variables to multiple dependent variables? Similarly, according to multiple-to-multiple linear regression analysis, multiple-to-multiple path analysis model was proposed in this paper and it demonstrated more complex regulation mechanisms among multiple independent variables and multiple dependent variables by dividing the generalized determination coefficient. Differently, three other types of paths were generated in multiple-to-multiple path analysis model in that the correlation among multiple dependent variables was considered. Then, the decision coefficient of each independent variable was constructed for dependent variables system, and its hypothesis testing statistics were given. Finally, the research example of the wheat breeding rules in arid area demonstrated that the multiple-to-multiple path analysis considering more correlation information can get better results.
类型	Article
语种	英语
开放获取类型	gold, Green Published
收录类别	SCI-E
WOS记录号	WOS:000626604100038
WOS类目	Multidisciplinary Sciences
WOS研究方向	Science & Technology - Other Topics
来源机构	西北农林科技大学
资源类型	期刊论文
条目标识符	http://119.78.100.177/qdio/handle/2XILL650/351386
作者单位	[Du, Yujie; Du, Junli; Liu, Xi; Yuan, Zhifa] Northwest A&F Univ, Coll Sci, Yangling, Shaanxi, Peoples R China
推荐引用方式 GB/T 7714	Du, Yujie,Du, Junli,Liu, Xi,et al. Multiple-to-multiple path analysis model[J]. 西北农林科技大学,2021,16(3).
APA	Du, Yujie,Du, Junli,Liu, Xi,&Yuan, Zhifa.(2021).Multiple-to-multiple path analysis model.PLOS ONE,16(3).
MLA	Du, Yujie,et al."Multiple-to-multiple path analysis model".PLOS ONE 16.3(2021).