On the Minimization Principle in the Boolean Approach to Causal Discovery

Jiji ZHANG

doi:10.1007/978-981-10-6355-8_5

On the Minimization Principle in the Boolean Approach to Causal Discovery

Jiji ZHANG

Department of Philosophy

Research output: Book Chapters | Papers in Conference Proceedings › Conference paper (invited)

2 Citations (Scopus)

Abstract

I examine the role of minimization in the Boolean approach to causal discovery, focusing on a recent development of the approach, implemented in a method called Coincidence Analysis (CNA). I present some prima facie counterexamples to the soundness of the minimization steps. I discuss two possible responses to the challenge, and argue that while one (but not the other) of them is viable, it renders the role of minimization steps inessential in an important sense. I end by suggesting that the trouble with the minimization principle arises out of locally uninstantiated regularities that regularity theorists have no reason to dismiss.

Original language	English
Title of host publication	Philosophical logic : current trends in Asia
Subtitle of host publication	Proceedings of AWPL-TPLC 2016
Editors	Syraya Chin-Mu YANG, Kok Yong LEE, Hiroakira ONO
Publisher	Springer
Pages	79-94
Number of pages	16
ISBN (Print)	9789811063541
DOIs	https://doi.org/10.1007/978-981-10-6355-8_5
Publication status	Published - 2017
Event	The 3rd Asian Workshop on Philosophical Logic (AWPL-2016) - National Taiwan University, Taipei, Taiwan, Province of China Duration: 8 Oct 2016 → 8 Oct 2016

Publication series

Name	Logic in Asia: Studia Logica Library
Publisher	Springer Singapore
ISSN (Print)	2364-4613

Conference

Conference	The 3rd Asian Workshop on Philosophical Logic (AWPL-2016)
Country/Territory	Taiwan, Province of China
City	Taipei
Period	8/10/16 → 8/10/16

Access to Document

10.1007/978-981-10-6355-8_5

Causation, Decision, and Imprecise Probabilities
ZHANG, J. & SEIDENFELD, T.
Research Grants Council (HKSAR)
1/01/16 → 31/12/17
Project: Grant Research

Cite this

@inbook{675d0b75527f4465bc072d8bd9720d2a,

title = "On the Minimization Principle in the Boolean Approach to Causal Discovery",

abstract = "I examine the role of minimization in the Boolean approach to causal discovery, focusing on a recent development of the approach, implemented in a method called Coincidence Analysis (CNA). I present some prima facie counterexamples to the soundness of the minimization steps. I discuss two possible responses to the challenge, and argue that while one (but not the other) of them is viable, it renders the role of minimization steps inessential in an important sense. I end by suggesting that the trouble with the minimization principle arises out of locally uninstantiated regularities that regularity theorists have no reason to dismiss. ",

author = "Jiji ZHANG",

year = "2017",

doi = "10.1007/978-981-10-6355-8_5",

language = "English",

isbn = "9789811063541",

series = "Logic in Asia: Studia Logica Library",

publisher = "Springer",

pages = "79--94",

editor = "YANG, {Syraya Chin-Mu} and LEE, {Kok Yong} and Hiroakira ONO",

booktitle = "Philosophical logic : current trends in Asia",

note = "The 3rd Asian Workshop on Philosophical Logic (AWPL-2016) ; Conference date: 08-10-2016 Through 08-10-2016",

}

ZHANG, J 2017, On the Minimization Principle in the Boolean Approach to Causal Discovery. in SC-M YANG, KY LEE & H ONO (eds), Philosophical logic : current trends in Asia: Proceedings of AWPL-TPLC 2016. Logic in Asia: Studia Logica Library, Springer, pp. 79-94, The 3rd Asian Workshop on Philosophical Logic (AWPL-2016), Taipei, Taiwan, Province of China, 8/10/16. https://doi.org/10.1007/978-981-10-6355-8_5

On the Minimization Principle in the Boolean Approach to Causal Discovery. / ZHANG, Jiji.
Philosophical logic : current trends in Asia: Proceedings of AWPL-TPLC 2016. ed. / Syraya Chin-Mu YANG; Kok Yong LEE; Hiroakira ONO. Springer, 2017. p. 79-94 (Logic in Asia: Studia Logica Library).

Research output: Book Chapters | Papers in Conference Proceedings › Conference paper (invited)

TY - CHAP

T1 - On the Minimization Principle in the Boolean Approach to Causal Discovery

AU - ZHANG, Jiji

PY - 2017

Y1 - 2017

N2 - I examine the role of minimization in the Boolean approach to causal discovery, focusing on a recent development of the approach, implemented in a method called Coincidence Analysis (CNA). I present some prima facie counterexamples to the soundness of the minimization steps. I discuss two possible responses to the challenge, and argue that while one (but not the other) of them is viable, it renders the role of minimization steps inessential in an important sense. I end by suggesting that the trouble with the minimization principle arises out of locally uninstantiated regularities that regularity theorists have no reason to dismiss.

AB - I examine the role of minimization in the Boolean approach to causal discovery, focusing on a recent development of the approach, implemented in a method called Coincidence Analysis (CNA). I present some prima facie counterexamples to the soundness of the minimization steps. I discuss two possible responses to the challenge, and argue that while one (but not the other) of them is viable, it renders the role of minimization steps inessential in an important sense. I end by suggesting that the trouble with the minimization principle arises out of locally uninstantiated regularities that regularity theorists have no reason to dismiss.

U2 - 10.1007/978-981-10-6355-8_5

DO - 10.1007/978-981-10-6355-8_5

M3 - Conference paper (invited)

SN - 9789811063541

T3 - Logic in Asia: Studia Logica Library

SP - 79

EP - 94

BT - Philosophical logic : current trends in Asia

A2 - YANG, Syraya Chin-Mu

A2 - LEE, Kok Yong

A2 - ONO, Hiroakira

PB - Springer

T2 - The 3rd Asian Workshop on Philosophical Logic (AWPL-2016)

Y2 - 8 October 2016 through 8 October 2016

ER -

On the Minimization Principle in the Boolean Approach to Causal Discovery

Abstract

Publication series

Conference

Access to Document

Fingerprint

Projects

Causation, Decision, and Imprecise Probabilities

Cite this