Practical Approaches to Causal Relationship Exploration - SpringerBriefs in Electrical and Computer Engineering
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9783319144320, 9783319144337

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Causal Rule Discovery with Cohort Studies

Practical Approaches to Causal Relationship Exploration - SpringerBriefs in Electrical and Computer Engineering ◽

10.1007/978-3-319-14433-7_5 ◽

2015 ◽

pp. 51-66

Author(s):

Jiuyong Li ◽

Lin Liu ◽

Thuc Duy Le

Keyword(s):

Cohort Studies ◽

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Local Causal Discovery with a Simple PC Algorithm

Practical Approaches to Causal Relationship Exploration - SpringerBriefs in Electrical and Computer Engineering ◽

10.1007/978-3-319-14433-7_2 ◽

2015 ◽

pp. 9-21

Author(s):

Jiuyong Li ◽

Lin Liu ◽

Thuc Duy Le

Keyword(s):

Causal Discovery ◽

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Introduction

Practical Approaches to Causal Relationship Exploration - SpringerBriefs in Electrical and Computer Engineering ◽

10.1007/978-3-319-14433-7_1 ◽

2015 ◽

pp. 1-7

Author(s):

Jiuyong Li ◽

Lin Liu ◽

Thuc Duy Le

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Experimental Comparison and Discussions

Practical Approaches to Causal Relationship Exploration - SpringerBriefs in Electrical and Computer Engineering ◽

10.1007/978-3-319-14433-7_6 ◽

2015 ◽

pp. 67-72

Author(s):

Jiuyong Li ◽

Lin Liu ◽

Thuc Duy Le

Keyword(s):

Experimental Comparison

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A Local Causal Discovery Algorithm for High Dimensional Data

Practical Approaches to Causal Relationship Exploration - SpringerBriefs in Electrical and Computer Engineering ◽

10.1007/978-3-319-14433-7_3 ◽

2015 ◽

pp. 23-32

Author(s):

Jiuyong Li ◽

Lin Liu ◽

Thuc Duy Le

Keyword(s):

High Dimensional Data ◽

Causal Discovery ◽

High Dimensional

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Causal Rule Discovery with Partial Association Test

Practical Approaches to Causal Relationship Exploration - SpringerBriefs in Electrical and Computer Engineering ◽

10.1007/978-3-319-14433-7_4 ◽

2015 ◽

pp. 33-50

Author(s):

Jiuyong Li ◽

Lin Liu ◽

Thuc Duy Le

Keyword(s):

Association Test ◽

Rule Discovery ◽

Partial Association

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