UGC Approved Journal no 63975(19)

ISSN: 2349-5162 | ESTD Year : 2014
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Published in:

Volume 8 Issue 10
October-2021
eISSN: 2349-5162

UGC and ISSN approved 7.95 impact factor UGC Approved Journal no 63975

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Published Paper ID:
JETIR2110328


Registration ID:
316161

Page Number

d245-d256

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Title

An Overview of Causal Inference and its Applications in Health-care and Finance using methods such as Bayesian Networks and Granger’s Causality

Abstract

Causal Inference is a discipline that involves discovering the causal connections between various statistically related quantities. Unlike Statistical Analysis, which focuses on answering the question of “what?” Causal inference is concerned with answering the question of “why?”. Causal inference has significant applications in the fields of Health-care, Finance, etc. In this paper, we will be exploring some fundamental concepts in Causal Inference and how it is used in the field of medicine and finance. In Section I we will be providing an introduction to the concept of causality, moving to the Section II we will be looking at various aspects of causal inference. Following that we will see basic concepts of causal model. In section IV, V we will be discussing the implementation of causal in the field of health-care and finance.

Key Words

Causal Inference, Health-care, Finance, Bayesian Networks, Granger’s Causality.

Cite This Article

"An Overview of Causal Inference and its Applications in Health-care and Finance using methods such as Bayesian Networks and Granger’s Causality", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.8, Issue 10, page no.d245-d256, October-2021, Available :http://www.jetir.org/papers/JETIR2110328.pdf

ISSN


2349-5162 | Impact Factor 7.95 Calculate by Google Scholar

An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 7.95 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator

Cite This Article

"An Overview of Causal Inference and its Applications in Health-care and Finance using methods such as Bayesian Networks and Granger’s Causality", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.8, Issue 10, page no. ppd245-d256, October-2021, Available at : http://www.jetir.org/papers/JETIR2110328.pdf

Publication Details

Published Paper ID: JETIR2110328
Registration ID: 316161
Published In: Volume 8 | Issue 10 | Year October-2021
DOI (Digital Object Identifier): http://doi.one/10.1729/Journal.28378
Page No: d245-d256
Country: Kalyan, Maharashtra , India .
Area: Engineering
ISSN Number: 2349-5162
Publisher: IJ Publication


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