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Causal Graph Models for Predictive and Prescriptive Analytics
作者: Louis A. Cox
DOI:
10.1002/9781118445112.STAT08146
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参考文章
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Impact of precision of Bayesian network parameters on accuracy of medical diagnostic systems
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Causality and model abstraction
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Physical Review Letters.
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Jiji Zhang,
Causal Reasoning with Ancestral Graphs
Journal of Machine Learning Research.
,vol. 9, pp. 1437- 1474 ,(2008)
6.
Ross D. Shachter,
Probabilistic inference and influence diagrams
Operations Research.
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10.1287/OPRE.36.4.589
7.
Judea Pearl,
Causal inference in statistics: An overview
Statistics Surveys.
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10.1214/09-SS057
8.
Eisuke KITA, Masaaki Harada, Takao Mizuno,
Application of Bayesian Network to stock price prediction
Artificial Intelligence Review.
,vol. 1, pp. 171- 184 ,(2012) ,
10.5430/AIR.V1N2P171
9.
C. W. J. Granger,
Investigating Causal Relations by Econometric Models and Cross-Spectral Methods.
Econometrica.
,vol. 37, pp. 424- 438 ,(1969) ,
10.2307/1912791
10.
Ji Yae Shin, Muhammad Ajmal, Jiyoung Yoo, Tae-Woong Kim,
A Bayesian Network-Based Probabilistic Framework for Drought Forecasting and Outlook
Advances in Meteorology.
,vol. 2016, pp. 1- 10 ,(2016) ,
10.1155/2016/9472605
来源期刊
Wiley StatsRef: Statistics Reference Online
American Cancer Society
2019 年,
Volume: , Issue: ,
Page: 1-10
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