{"id":89606,"date":"2024-01-22T09:36:12","date_gmt":"2024-01-22T08:36:12","guid":{"rendered":"https:\/\/www.wifo.ac.at\/publication\/89606\/"},"modified":"2026-02-17T16:06:07","modified_gmt":"2026-02-17T15:06:07","slug":"on-stochastics-and-non-linearity-in-macroeconomics-some-comments","status":"publish","type":"publication","link":"https:\/\/www.wifo.ac.at\/en\/publication\/89606\/","title":{"rendered":"On Stochastics and Non-Linearity in Macroeconomics \u2013 Some Comments"},"content":{"rendered":"","protected":false},"featured_media":0,"template":"","class_list":["post-89606","publication","type-publication","status-publish","hentry"],"acf":{"subtitle":"","text":"","onlinedate":"1986-07-01 02:00:00","lang":"English","publication_series":"","publication_date":"19860701","publication_date_year":"","publication_date_full":false,"publication_num_pages":"18","keywords":"[\"On Stochastics and Non-Linearity in Macroeconomics \u2013 Some Comments\"]","jelcodes":"[]","related_publications":"[]","pdf":null,"zip":null,"link":"https:\/\/www.wifo.ac.at\/wwa\/pubid\/1299","monthly_report":true,"monthly_report_main":false,"monthly_report_volume":"","monthly_report_pages":"","monthly_report_pages_sort":"0","issue":"18","journal":"WIFO Working Papers","publisher":"","invisible":false,"external":false,"embargo_date":null,"types":[44410],"research_groups":[3500],"collaboration":"","persons":[3925],"persons_data":"[{\"personId\":3925,\"personName\":\"Franz R. Hahn\",\"organisationNames\":[]}]","clients":[],"subclients":[],"partners":[],"topics":[],"host_publication_title":"","host_publication_subtitle":"","place_of_publication":"","host_publication_editors":"[]","type_description":"","output_media":"","chapter":"","article_number":"","scientific_assistance":"[]","scientific_review":"[]","version":"","release_date":null,"expiration_date":null,"surveyor":"","research_assistance":"","edv":"","additional_info_de":"","additional_info_en":""},"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v26.5 (Yoast SEO v26.5) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>On Stochastics and Non-Linearity in Macroeconomics \u2013 Some Comments - WIFO<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.wifo.ac.at\/en\/publication\/89606\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"On Stochastics and Non-Linearity in Macroeconomics \u2013 Some Comments\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.wifo.ac.at\/en\/publication\/89606\/\" \/>\n<meta property=\"og:site_name\" content=\"WIFO\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/WIFOat\/\" \/>\n<meta property=\"article:modified_time\" content=\"2026-02-17T15:06:07+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.wifo.ac.at\/wp-content\/uploads\/2024\/05\/WIFO-Gebaeude-FotoAlexanderMueller-www.alexandermueller.at-IMG_6326-Bearbeitet-1.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1920\" \/>\n\t<meta property=\"og:image:height\" content=\"1280\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:site\" content=\"@WIFOat\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.wifo.ac.at\/en\/publication\/89606\/\",\"url\":\"https:\/\/www.wifo.ac.at\/en\/publication\/89606\/\",\"name\":\"On Stochastics and Non-Linearity in Macroeconomics \u2013 Some Comments - WIFO\",\"isPartOf\":{\"@id\":\"https:\/\/www.wifo.ac.at\/en\/#website\"},\"datePublished\":\"2024-01-22T08:36:12+00:00\",\"dateModified\":\"2026-02-17T15:06:07+00:00\",\"breadcrumb\":{\"@id\":\"https:\/\/www.wifo.ac.at\/en\/publication\/89606\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.wifo.ac.at\/en\/publication\/89606\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.wifo.ac.at\/en\/publication\/89606\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Startseite\",\"item\":\"https:\/\/www.wifo.ac.at\/en\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"On Stochastics and Non-Linearity in Macroeconomics \u2013 Some Comments\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.wifo.ac.at\/en\/#website\",\"url\":\"https:\/\/www.wifo.ac.at\/en\/\",\"name\":\"\u00d6sterreichisches Institut f\u00fcr Wirtschaftsforschung\",\"description\":\"\",\"publisher\":{\"@id\":\"https:\/\/www.wifo.ac.at\/en\/#organization\"},\"alternateName\":\"WIFO\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/www.wifo.ac.at\/en\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/www.wifo.ac.at\/en\/#organization\",\"name\":\"\u00d6sterreichisches Institut f\u00fcr Wirtschaftsforschung\",\"alternateName\":\"WIFO\",\"url\":\"https:\/\/www.wifo.ac.at\/en\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/www.wifo.ac.at\/en\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/www.wifo.ac.at\/wp-content\/uploads\/2024\/05\/WIFO_kurz_rechts-2-1920x412.jpg\",\"contentUrl\":\"https:\/\/www.wifo.ac.at\/wp-content\/uploads\/2024\/05\/WIFO_kurz_rechts-2-1920x412.jpg\",\"width\":2000,\"height\":429,\"caption\":\"\u00d6sterreichisches Institut f\u00fcr Wirtschaftsforschung\"},\"image\":{\"@id\":\"https:\/\/www.wifo.ac.at\/en\/#\/schema\/logo\/image\/\"},\"sameAs\":[\"https:\/\/www.facebook.com\/WIFOat\/\",\"https:\/\/x.com\/WIFOat\",\"https:\/\/linkedin.com\/company\/wifoat\/\",\"https:\/\/www.youtube.com\/@WIFO_at\"],\"description\":\"Das WIFO, 1927 von Friedrich August von Hayek und Ludwig von Mises zur Konjunkturanalyse gegr\u00fcndet, ist heute das f\u00fchrende Institut f\u00fcr angewandte empirische Wirtschaftsforschung in \u00d6sterreich mit starkem Engagement auf europ\u00e4ischer Ebene.\",\"email\":\"office@wifo.ac.at\",\"telephone\":\"+43 1 798 26 01 \u2013 0\",\"legalName\":\"\u00d6sterreichisches Institut f\u00fcr Wirtschaftsforschung\",\"foundingDate\":\"1927-01-02\",\"numberOfEmployees\":{\"@type\":\"QuantitativeValue\",\"minValue\":\"51\",\"maxValue\":\"200\"},\"publishingPrinciples\":\"https:\/\/www.wifo.ac.at\/institut\/mission-und-strategie\/\",\"ownershipFundingInfo\":\"https:\/\/www.wifo.ac.at\/institut\/organisation\/\",\"actionableFeedbackPolicy\":\"https:\/\/www.wifo.ac.at\/aktuelles\/presse\/\",\"correctionsPolicy\":\"https:\/\/www.wifo.ac.at\/institut\/kontakt\/\",\"ethicsPolicy\":\"https:\/\/www.wifo.ac.at\/institut\/evidenzbasierung-transparenz-und-unabhaengigkeit\/\",\"diversityPolicy\":\"https:\/\/www.wifo.ac.at\/institut\/gleichstellung\/\",\"diversityStaffingReport\":\"https:\/\/www.wifo.ac.at\/institut\/gleichstellung\/\"}]}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"On Stochastics and Non-Linearity in Macroeconomics \u2013 Some Comments - WIFO","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.wifo.ac.at\/en\/publication\/89606\/","og_locale":"en_US","og_type":"article","og_title":"On Stochastics and Non-Linearity in Macroeconomics \u2013 Some Comments","og_url":"https:\/\/www.wifo.ac.at\/en\/publication\/89606\/","og_site_name":"WIFO","article_publisher":"https:\/\/www.facebook.com\/WIFOat\/","article_modified_time":"2026-02-17T15:06:07+00:00","og_image":[{"width":1920,"height":1280,"url":"https:\/\/www.wifo.ac.at\/wp-content\/uploads\/2024\/05\/WIFO-Gebaeude-FotoAlexanderMueller-www.alexandermueller.at-IMG_6326-Bearbeitet-1.jpg","type":"image\/jpeg"}],"twitter_card":"summary_large_image","twitter_site":"@WIFOat","schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/www.wifo.ac.at\/en\/publication\/89606\/","url":"https:\/\/www.wifo.ac.at\/en\/publication\/89606\/","name":"On Stochastics and Non-Linearity in Macroeconomics \u2013 Some Comments - WIFO","isPartOf":{"@id":"https:\/\/www.wifo.ac.at\/en\/#website"},"datePublished":"2024-01-22T08:36:12+00:00","dateModified":"2026-02-17T15:06:07+00:00","breadcrumb":{"@id":"https:\/\/www.wifo.ac.at\/en\/publication\/89606\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.wifo.ac.at\/en\/publication\/89606\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/www.wifo.ac.at\/en\/publication\/89606\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Startseite","item":"https:\/\/www.wifo.ac.at\/en\/"},{"@type":"ListItem","position":2,"name":"On Stochastics and Non-Linearity in Macroeconomics \u2013 Some Comments"}]},{"@type":"WebSite","@id":"https:\/\/www.wifo.ac.at\/en\/#website","url":"https:\/\/www.wifo.ac.at\/en\/","name":"\u00d6sterreichisches Institut f\u00fcr Wirtschaftsforschung","description":"","publisher":{"@id":"https:\/\/www.wifo.ac.at\/en\/#organization"},"alternateName":"WIFO","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.wifo.ac.at\/en\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/www.wifo.ac.at\/en\/#organization","name":"\u00d6sterreichisches Institut f\u00fcr Wirtschaftsforschung","alternateName":"WIFO","url":"https:\/\/www.wifo.ac.at\/en\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.wifo.ac.at\/en\/#\/schema\/logo\/image\/","url":"https:\/\/www.wifo.ac.at\/wp-content\/uploads\/2024\/05\/WIFO_kurz_rechts-2-1920x412.jpg","contentUrl":"https:\/\/www.wifo.ac.at\/wp-content\/uploads\/2024\/05\/WIFO_kurz_rechts-2-1920x412.jpg","width":2000,"height":429,"caption":"\u00d6sterreichisches Institut f\u00fcr Wirtschaftsforschung"},"image":{"@id":"https:\/\/www.wifo.ac.at\/en\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/WIFOat\/","https:\/\/x.com\/WIFOat","https:\/\/linkedin.com\/company\/wifoat\/","https:\/\/www.youtube.com\/@WIFO_at"],"description":"Das WIFO, 1927 von Friedrich August von Hayek und Ludwig von Mises zur Konjunkturanalyse gegr\u00fcndet, ist heute das f\u00fchrende Institut f\u00fcr angewandte empirische Wirtschaftsforschung in \u00d6sterreich mit starkem Engagement auf europ\u00e4ischer Ebene.","email":"office@wifo.ac.at","telephone":"+43 1 798 26 01 \u2013 0","legalName":"\u00d6sterreichisches Institut f\u00fcr Wirtschaftsforschung","foundingDate":"1927-01-02","numberOfEmployees":{"@type":"QuantitativeValue","minValue":"51","maxValue":"200"},"publishingPrinciples":"https:\/\/www.wifo.ac.at\/institut\/mission-und-strategie\/","ownershipFundingInfo":"https:\/\/www.wifo.ac.at\/institut\/organisation\/","actionableFeedbackPolicy":"https:\/\/www.wifo.ac.at\/aktuelles\/presse\/","correctionsPolicy":"https:\/\/www.wifo.ac.at\/institut\/kontakt\/","ethicsPolicy":"https:\/\/www.wifo.ac.at\/institut\/evidenzbasierung-transparenz-und-unabhaengigkeit\/","diversityPolicy":"https:\/\/www.wifo.ac.at\/institut\/gleichstellung\/","diversityStaffingReport":"https:\/\/www.wifo.ac.at\/institut\/gleichstellung\/"}]}},"_links":{"self":[{"href":"https:\/\/www.wifo.ac.at\/en\/wp-json\/wp\/v2\/publication\/89606","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.wifo.ac.at\/en\/wp-json\/wp\/v2\/publication"}],"about":[{"href":"https:\/\/www.wifo.ac.at\/en\/wp-json\/wp\/v2\/types\/publication"}],"version-history":[{"count":1,"href":"https:\/\/www.wifo.ac.at\/en\/wp-json\/wp\/v2\/publication\/89606\/revisions"}],"predecessor-version":[{"id":440494,"href":"https:\/\/www.wifo.ac.at\/en\/wp-json\/wp\/v2\/publication\/89606\/revisions\/440494"}],"acf:post":[{"embeddable":true,"href":"https:\/\/www.wifo.ac.at\/en\/wp-json\/wp\/v2\/person\/3925"},{"embeddable":true,"href":"https:\/\/www.wifo.ac.at\/en\/wp-json\/wp\/v2\/research_group\/3500"},{"embeddable":true,"href":"https:\/\/www.wifo.ac.at\/en\/wp-json\/wp\/v2\/publication_type\/44410"}],"wp:attachment":[{"href":"https:\/\/www.wifo.ac.at\/en\/wp-json\/wp\/v2\/media?parent=89606"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}