{"id":260597,"date":"2024-09-23T20:54:10","date_gmt":"2024-09-23T20:54:10","guid":{"rendered":"https:\/\/michigandigitalnews.com\/index.php\/2024\/09\/23\/in-sample-and-out-of-sample-recession-probabilities\/"},"modified":"2025-06-25T17:11:10","modified_gmt":"2025-06-25T17:11:10","slug":"in-sample-and-out-of-sample-recession-probabilities","status":"publish","type":"post","link":"https:\/\/michigandigitalnews.com\/index.php\/2024\/09\/23\/in-sample-and-out-of-sample-recession-probabilities\/","title":{"rendered":"In-Sample and Out-of-Sample Recession Probabilities"},"content":{"rendered":"<p> [ad_1]<br \/>\n<\/p>\n<div id=\"post-53877\">\n\t\t\t\t<!-- .entry-header --><\/p>\n<div class=\"entry-content\">\n<p>No apparent recession as of August 2024 data (my interpretation \u2013 see the <a href=\"https:\/\/econbrowser.com\/archives\/2024\/09\/who-is-in-the-recession-camp-now\">opposing views here<\/a>). Using year-ago financial data, what would have probit regressions have indicated? It matters which variables you use, and whether you include the 2020 recession.<\/p>\n<p><a href=\"https:\/\/econbrowser.com\/wp-content\/uploads\/2024\/09\/recprob_probits_aug24.png\"><img fetchpriority=\"high\" fetchpriority=\"high\" decoding=\"async\" class=\"alignnone size-full wp-image-53878\" src=\"https:\/\/econbrowser.com\/wp-content\/uploads\/2024\/09\/recprob_probits_aug24.png\" alt=\"\" width=\"1080\" height=\"518\" srcset=\"https:\/\/econbrowser.com\/wp-content\/uploads\/2024\/09\/recprob_probits_aug24.png 1080w, https:\/\/econbrowser.com\/wp-content\/uploads\/2024\/09\/recprob_probits_aug24-300x144.png 300w, https:\/\/econbrowser.com\/wp-content\/uploads\/2024\/09\/recprob_probits_aug24-1024x491.png 1024w, https:\/\/econbrowser.com\/wp-content\/uploads\/2024\/09\/recprob_probits_aug24-768x368.png 768w, https:\/\/econbrowser.com\/wp-content\/uploads\/2024\/09\/recprob_probits_aug24-624x299.png 624w\" sizes=\"(max-width: 1080px) 100vw, 1080px\"\/><\/a><\/p>\n<p><em><strong>Figure 1:<\/strong> Year ahead probit regression estimated probabilities, using 10yr-3mo term spread and short rate (bold dark blue), same using sample ending before pandemic (light blue), term spread, short rate and foreign term spread (tan), term-premium adjusted 10yr-3mo term spread and term premium and debt-service ratio (green). Sample 1986-2024M08, assuming no recession has begun by 2024M08. NBER defined peak-to-trough recession dates shaded gray. Numbers indicate estimated probabilities for September 2024. Source: author\u2019s calculations.<\/em><\/p>\n<p>Discussion of use of foreign term spread, a la Ahmed-Chinn (JMCB, 2024) <a href=\"https:\/\/econbrowser.com\/archives\/2024\/06\/do-foreign-yield-curves-predict-u-s-recessions-and-gdp-growth\">here<\/a>; and use of debt-service ratio a la <a href=\"http:\/\/www.ssc.wisc.edu\/~mchinn\/YC_chinn_ferrara.pdf\">Chinn-Ferrara (2024)<\/a> <a href=\"https:\/\/econbrowser.com\/archives\/2024\/01\/the-predictive-power-of-the-term-spread-and-financial-variables-for-economic-activity-across-countries-the-us\">here<\/a>. Breaking out the term premium discussed <a href=\"https:\/\/econbrowser.com\/archives\/2023\/09\/term-spread-watch\">here<\/a>.<\/p>\n<p>Note that the probabilities associated with the term spread\/short rate specification depend critically on the sample used, in particular whether the 2020 recession is included in the term spread &amp; short rate specification. Using only term spread data up to 2018M12 (so recession\/no recession dummies up to 2019M12) and predicting out-of-sample yields a recession probability of 78% in September (this month). Incorporating the 2020 recession into the sample results in only a 48% probability for this month (peak at 58% in May). If one thinks the 2020 recession would not have occurred without the pandemic, then one could reasonably argue for throwing that data out.<\/p>\n<p>So\u2026 the recession may still come (or <a href=\"https:\/\/econbrowser.com\/archives\/2024\/09\/who-is-in-the-recession-camp-now\">has already come<\/a> and we don\u2019t know it).<\/p>\n<p>\u00a0<\/p>\n<p>\u00a0<\/p>\n<\/p><\/div>\n<p><!-- .entry-content --><\/p>\n<footer class=\"entry-meta\">\n\t\t\tThis entry was posted on <a href=\"https:\/\/econbrowser.com\/archives\/2024\/09\/in-sample-and-out-of-sample-recession-probabilities\" title=\"1:21 pm\" rel=\"bookmark\"><time class=\"entry-date\" datetime=\"2024-09-23T13:21:13-07:00\">September 23, 2024<\/time><\/a><span class=\"by-author\"> by <span class=\"author vcard\"><a class=\"url fn n\" href=\"https:\/\/econbrowser.com\/archives\/author\/menzie_chinn\" title=\"View all posts by Menzie Chinn\" rel=\"author\">Menzie Chinn<\/a><\/span><\/span>.\t\t\t\t\t\t\t\t<\/footer>\n<p><!-- .entry-meta -->\n\t<\/div>\n<p>[ad_2]<br \/>\n<br \/><a href=\"https:\/\/econbrowser.com\/archives\/2024\/09\/in-sample-and-out-of-sample-recession-probabilities\">Source link <\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>[ad_1] No apparent recession as of August 2024 data (my interpretation \u2013 see the opposing views here). Using year-ago financial data, what would have probit<\/p>\n","protected":false},"author":1,"featured_media":260598,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"_uf_show_specific_survey":0,"_uf_disable_surveys":false,"footnotes":""},"categories":[155],"tags":[],"_links":{"self":[{"href":"https:\/\/michigandigitalnews.com\/index.php\/wp-json\/wp\/v2\/posts\/260597"}],"collection":[{"href":"https:\/\/michigandigitalnews.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/michigandigitalnews.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/michigandigitalnews.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/michigandigitalnews.com\/index.php\/wp-json\/wp\/v2\/comments?post=260597"}],"version-history":[{"count":0,"href":"https:\/\/michigandigitalnews.com\/index.php\/wp-json\/wp\/v2\/posts\/260597\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/michigandigitalnews.com\/index.php\/wp-json\/wp\/v2\/media\/260598"}],"wp:attachment":[{"href":"https:\/\/michigandigitalnews.com\/index.php\/wp-json\/wp\/v2\/media?parent=260597"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/michigandigitalnews.com\/index.php\/wp-json\/wp\/v2\/categories?post=260597"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/michigandigitalnews.com\/index.php\/wp-json\/wp\/v2\/tags?post=260597"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}