Loading…

Markov Switching-Vector AutoRegression Model Analysis of the Economic and Growth Cycles in Tunisia and Its Main European Partners

This research work was proposed to detect and analyze the economic and growth cycles in Tunisia and that of its principal European partner countries over a monthly period from January 1990 to May 2017, relying on two approaches: a parametric approach, namely the Markov switching autoregressive model...

Full description

Saved in:
Bibliographic Details
Published in:Journal of the knowledge economy 2022-03, Vol.13 (1), p.656-686
Main Author: Helali, Kamel
Format: Article
Language:English
Subjects:
Citations: Items that this one cites
Items that cite this one
Online Access:Get full text
Tags: Add Tag
No Tags, Be the first to tag this record!
cited_by cdi_FETCH-LOGICAL-c352t-5d1d5622ac50a44d1e6f00a07abb3899e3d074a2c462573764c2a978db5f3f2c3
cites cdi_FETCH-LOGICAL-c352t-5d1d5622ac50a44d1e6f00a07abb3899e3d074a2c462573764c2a978db5f3f2c3
container_end_page 686
container_issue 1
container_start_page 656
container_title Journal of the knowledge economy
container_volume 13
creator Helali, Kamel
description This research work was proposed to detect and analyze the economic and growth cycles in Tunisia and that of its principal European partner countries over a monthly period from January 1990 to May 2017, relying on two approaches: a parametric approach, namely the Markov switching autoregressive model, and a non-parametric one, known as the Bry-Boschan method. The obtained results have proved that the cyclical regularity of the Tunisian economy is close to the characteristics of the economic cycle observed in the Euro-zone countries. On the basis of the smoothed and filtered probabilities obtained using the MS(2)-VAR(1) regime switching models, the study of the similarities between the cyclical phases of Tunisia and the European countries tends to prove the speculations related to the impact of the duration on the end of the recession phases of the classical cycle.
doi_str_mv 10.1007/s13132-021-00740-x
format article
fullrecord <record><control><sourceid>proquest_cross</sourceid><recordid>TN_cdi_proquest_journals_2638554534</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>2638554534</sourcerecordid><originalsourceid>FETCH-LOGICAL-c352t-5d1d5622ac50a44d1e6f00a07abb3899e3d074a2c462573764c2a978db5f3f2c3</originalsourceid><addsrcrecordid>eNp9UE1PAjEU3BhNJMgf8NTE82o_trvLkRBEE4hG0WtTul0oQot9XYGj_9zKGr35Lu9rZpKZJLkk-JpgXNwAYYTRFFOSxjXD6f4k6ZAyL9OiLNjp75zz86QHsMKxWJ8RknWSz6n0b-4DPe9MUEtjF-mrVsF5NGiCe9ILrwGMs2jqKr1GAyvXBzCAXI3CUqORctZtjELSVmjs3S4s0fCg1hqQsWjWWANGHp_3AdBUxuOo8W6rpUWP0gerPVwkZ7Vcg-799G7ycjuaDe_SycP4fjiYpIpxGlJekYrnlErFscyyiui8xljiQs7nrOz3Nauid0lVllNesCLPFJX9oqzmvGY1VaybXLW6W-_eGw1BrFzjoyEQNGcl5xlnWUTRFqW8A_C6FltvNtIfBMHiO23Rpi1i2uKYtthHEmtJEMF2of2f9D-sL0vlg30</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2638554534</pqid></control><display><type>article</type><title>Markov Switching-Vector AutoRegression Model Analysis of the Economic and Growth Cycles in Tunisia and Its Main European Partners</title><source>ABI/INFORM Global (ProQuest)</source><source>Springer Link</source><creator>Helali, Kamel</creator><creatorcontrib>Helali, Kamel</creatorcontrib><description>This research work was proposed to detect and analyze the economic and growth cycles in Tunisia and that of its principal European partner countries over a monthly period from January 1990 to May 2017, relying on two approaches: a parametric approach, namely the Markov switching autoregressive model, and a non-parametric one, known as the Bry-Boschan method. The obtained results have proved that the cyclical regularity of the Tunisian economy is close to the characteristics of the economic cycle observed in the Euro-zone countries. On the basis of the smoothed and filtered probabilities obtained using the MS(2)-VAR(1) regime switching models, the study of the similarities between the cyclical phases of Tunisia and the European countries tends to prove the speculations related to the impact of the duration on the end of the recession phases of the classical cycle.</description><identifier>ISSN: 1868-7865</identifier><identifier>EISSN: 1868-7873</identifier><identifier>DOI: 10.1007/s13132-021-00740-x</identifier><language>eng</language><publisher>New York: Springer US</publisher><subject>Business cycles ; Economic conditions ; Economic growth ; Economic Policy ; Economics ; Economics and Finance ; Entrepreneurship ; Free trade ; GDP ; Gross Domestic Product ; Industrialized nations ; Knowledge economy ; R &amp; D/Technology Policy ; Recessions ; Regression analysis ; Tourism ; Trade agreements</subject><ispartof>Journal of the knowledge economy, 2022-03, Vol.13 (1), p.656-686</ispartof><rights>The Author(s), under exclusive licence to Springer Science+Business Media, LLC part of Springer Nature 2021</rights><rights>The Author(s), under exclusive licence to Springer Science+Business Media, LLC part of Springer Nature 2021.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c352t-5d1d5622ac50a44d1e6f00a07abb3899e3d074a2c462573764c2a978db5f3f2c3</citedby><cites>FETCH-LOGICAL-c352t-5d1d5622ac50a44d1e6f00a07abb3899e3d074a2c462573764c2a978db5f3f2c3</cites><orcidid>0000-0003-2855-4518</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.proquest.com/docview/2638554534/fulltextPDF?pq-origsite=primo$$EPDF$$P50$$Gproquest$$H</linktopdf><linktohtml>$$Uhttps://www.proquest.com/docview/2638554534?pq-origsite=primo$$EHTML$$P50$$Gproquest$$H</linktohtml><link.rule.ids>314,780,784,11688,27924,27925,36060,44363,74895</link.rule.ids></links><search><creatorcontrib>Helali, Kamel</creatorcontrib><title>Markov Switching-Vector AutoRegression Model Analysis of the Economic and Growth Cycles in Tunisia and Its Main European Partners</title><title>Journal of the knowledge economy</title><addtitle>J Knowl Econ</addtitle><description>This research work was proposed to detect and analyze the economic and growth cycles in Tunisia and that of its principal European partner countries over a monthly period from January 1990 to May 2017, relying on two approaches: a parametric approach, namely the Markov switching autoregressive model, and a non-parametric one, known as the Bry-Boschan method. The obtained results have proved that the cyclical regularity of the Tunisian economy is close to the characteristics of the economic cycle observed in the Euro-zone countries. On the basis of the smoothed and filtered probabilities obtained using the MS(2)-VAR(1) regime switching models, the study of the similarities between the cyclical phases of Tunisia and the European countries tends to prove the speculations related to the impact of the duration on the end of the recession phases of the classical cycle.</description><subject>Business cycles</subject><subject>Economic conditions</subject><subject>Economic growth</subject><subject>Economic Policy</subject><subject>Economics</subject><subject>Economics and Finance</subject><subject>Entrepreneurship</subject><subject>Free trade</subject><subject>GDP</subject><subject>Gross Domestic Product</subject><subject>Industrialized nations</subject><subject>Knowledge economy</subject><subject>R &amp; D/Technology Policy</subject><subject>Recessions</subject><subject>Regression analysis</subject><subject>Tourism</subject><subject>Trade agreements</subject><issn>1868-7865</issn><issn>1868-7873</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2022</creationdate><recordtype>article</recordtype><sourceid>M0C</sourceid><recordid>eNp9UE1PAjEU3BhNJMgf8NTE82o_trvLkRBEE4hG0WtTul0oQot9XYGj_9zKGr35Lu9rZpKZJLkk-JpgXNwAYYTRFFOSxjXD6f4k6ZAyL9OiLNjp75zz86QHsMKxWJ8RknWSz6n0b-4DPe9MUEtjF-mrVsF5NGiCe9ILrwGMs2jqKr1GAyvXBzCAXI3CUqORctZtjELSVmjs3S4s0fCg1hqQsWjWWANGHp_3AdBUxuOo8W6rpUWP0gerPVwkZ7Vcg-799G7ycjuaDe_SycP4fjiYpIpxGlJekYrnlErFscyyiui8xljiQs7nrOz3Nauid0lVllNesCLPFJX9oqzmvGY1VaybXLW6W-_eGw1BrFzjoyEQNGcl5xlnWUTRFqW8A_C6FltvNtIfBMHiO23Rpi1i2uKYtthHEmtJEMF2of2f9D-sL0vlg30</recordid><startdate>20220301</startdate><enddate>20220301</enddate><creator>Helali, Kamel</creator><general>Springer US</general><general>Springer Nature B.V</general><scope>AAYXX</scope><scope>CITATION</scope><scope>3V.</scope><scope>7WY</scope><scope>7WZ</scope><scope>7XB</scope><scope>87Z</scope><scope>8FK</scope><scope>8FL</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>BENPR</scope><scope>BEZIV</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>FRNLG</scope><scope>F~G</scope><scope>K60</scope><scope>K6~</scope><scope>K8~</scope><scope>L.-</scope><scope>M0C</scope><scope>PQBIZ</scope><scope>PQBZA</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>Q9U</scope><orcidid>https://orcid.org/0000-0003-2855-4518</orcidid></search><sort><creationdate>20220301</creationdate><title>Markov Switching-Vector AutoRegression Model Analysis of the Economic and Growth Cycles in Tunisia and Its Main European Partners</title><author>Helali, Kamel</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c352t-5d1d5622ac50a44d1e6f00a07abb3899e3d074a2c462573764c2a978db5f3f2c3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2022</creationdate><topic>Business cycles</topic><topic>Economic conditions</topic><topic>Economic growth</topic><topic>Economic Policy</topic><topic>Economics</topic><topic>Economics and Finance</topic><topic>Entrepreneurship</topic><topic>Free trade</topic><topic>GDP</topic><topic>Gross Domestic Product</topic><topic>Industrialized nations</topic><topic>Knowledge economy</topic><topic>R &amp; D/Technology Policy</topic><topic>Recessions</topic><topic>Regression analysis</topic><topic>Tourism</topic><topic>Trade agreements</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Helali, Kamel</creatorcontrib><collection>CrossRef</collection><collection>ProQuest Central (Corporate)</collection><collection>ABI/INFORM Collection</collection><collection>ABI/INFORM Global (PDF only)</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>ABI/INFORM Global (Alumni Edition)</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>ABI/INFORM Collection (Alumni Edition)</collection><collection>ProQuest Central (Alumni)</collection><collection>ProQuest Central</collection><collection>AUTh Library subscriptions: ProQuest Central</collection><collection>Business Premium Collection</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central Korea</collection><collection>Business Premium Collection (Alumni)</collection><collection>ABI/INFORM Global (Corporate)</collection><collection>ProQuest Business Collection (Alumni Edition)</collection><collection>ProQuest Business Collection</collection><collection>DELNET Management Collection</collection><collection>ABI/INFORM Professional Advanced</collection><collection>ABI/INFORM Global (ProQuest)</collection><collection>ProQuest One Business</collection><collection>ProQuest One Business (Alumni)</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central Basic</collection><jtitle>Journal of the knowledge economy</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Helali, Kamel</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Markov Switching-Vector AutoRegression Model Analysis of the Economic and Growth Cycles in Tunisia and Its Main European Partners</atitle><jtitle>Journal of the knowledge economy</jtitle><stitle>J Knowl Econ</stitle><date>2022-03-01</date><risdate>2022</risdate><volume>13</volume><issue>1</issue><spage>656</spage><epage>686</epage><pages>656-686</pages><issn>1868-7865</issn><eissn>1868-7873</eissn><abstract>This research work was proposed to detect and analyze the economic and growth cycles in Tunisia and that of its principal European partner countries over a monthly period from January 1990 to May 2017, relying on two approaches: a parametric approach, namely the Markov switching autoregressive model, and a non-parametric one, known as the Bry-Boschan method. The obtained results have proved that the cyclical regularity of the Tunisian economy is close to the characteristics of the economic cycle observed in the Euro-zone countries. On the basis of the smoothed and filtered probabilities obtained using the MS(2)-VAR(1) regime switching models, the study of the similarities between the cyclical phases of Tunisia and the European countries tends to prove the speculations related to the impact of the duration on the end of the recession phases of the classical cycle.</abstract><cop>New York</cop><pub>Springer US</pub><doi>10.1007/s13132-021-00740-x</doi><tpages>31</tpages><orcidid>https://orcid.org/0000-0003-2855-4518</orcidid></addata></record>
fulltext fulltext
identifier ISSN: 1868-7865
ispartof Journal of the knowledge economy, 2022-03, Vol.13 (1), p.656-686
issn 1868-7865
1868-7873
language eng
recordid cdi_proquest_journals_2638554534
source ABI/INFORM Global (ProQuest); Springer Link
subjects Business cycles
Economic conditions
Economic growth
Economic Policy
Economics
Economics and Finance
Entrepreneurship
Free trade
GDP
Gross Domestic Product
Industrialized nations
Knowledge economy
R & D/Technology Policy
Recessions
Regression analysis
Tourism
Trade agreements
title Markov Switching-Vector AutoRegression Model Analysis of the Economic and Growth Cycles in Tunisia and Its Main European Partners
url http://sfxeu10.hosted.exlibrisgroup.com/loughborough?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-01T19%3A12%3A20IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_cross&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Markov%20Switching-Vector%20AutoRegression%20Model%20Analysis%20of%20the%20Economic%20and%20Growth%20Cycles%20in%20Tunisia%20and%20Its%20Main%20European%20Partners&rft.jtitle=Journal%20of%20the%20knowledge%20economy&rft.au=Helali,%20Kamel&rft.date=2022-03-01&rft.volume=13&rft.issue=1&rft.spage=656&rft.epage=686&rft.pages=656-686&rft.issn=1868-7865&rft.eissn=1868-7873&rft_id=info:doi/10.1007/s13132-021-00740-x&rft_dat=%3Cproquest_cross%3E2638554534%3C/proquest_cross%3E%3Cgrp_id%3Ecdi_FETCH-LOGICAL-c352t-5d1d5622ac50a44d1e6f00a07abb3899e3d074a2c462573764c2a978db5f3f2c3%3C/grp_id%3E%3Coa%3E%3C/oa%3E%3Curl%3E%3C/url%3E&rft_id=info:oai/&rft_pqid=2638554534&rft_id=info:pmid/&rfr_iscdi=true