{"id":858,"date":"2012-08-28T17:03:18","date_gmt":"2012-08-28T21:03:18","guid":{"rendered":"http:\/\/dankrell.com\/blog\/?p=858"},"modified":"2012-10-11T19:02:01","modified_gmt":"2012-10-11T23:02:01","slug":"grading-the-housing-market-on-a-curve-how-housing-stats-can-be-misleading","status":"publish","type":"post","link":"https:\/\/dankrell.com\/blog\/2012\/08\/28\/grading-the-housing-market-on-a-curve-how-housing-stats-can-be-misleading\/","title":{"rendered":"Grading the housing market on a curve &#8211; how housing stats can be misleading"},"content":{"rendered":"<h3>Dan Krell, Realtor\u00ae<br \/>\n<a href=\"http:\/\/www.dankrell.com\/\" target=\"_blank\">DanKrell.com<\/a><br \/>\n\u00a9 2012<\/h3>\n<h2><a href=\"https:\/\/i0.wp.com\/dankrell.com\/blog\/wp-content\/uploads\/2012\/08\/statistics5.jpg\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" data-attachment-id=\"859\" data-permalink=\"https:\/\/dankrell.com\/blog\/2012\/08\/28\/grading-the-housing-market-on-a-curve-how-housing-stats-can-be-misleading\/statistics5-3\/\" data-orig-file=\"https:\/\/i0.wp.com\/dankrell.com\/blog\/wp-content\/uploads\/2012\/08\/statistics5-e1346187436325.jpg?fit=190%2C214&amp;ssl=1\" data-orig-size=\"190,214\" data-comments-opened=\"1\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;}\" data-image-title=\"Home Sale Statistics\" data-image-description=\"\" data-image-caption=\"\" data-large-file=\"https:\/\/i0.wp.com\/dankrell.com\/blog\/wp-content\/uploads\/2012\/08\/statistics5-e1346187436325.jpg?fit=190%2C214&amp;ssl=1\" class=\"alignright size-thumbnail wp-image-859\" title=\"Home Sale Statistics\" src=\"https:\/\/i0.wp.com\/dankrell.com\/blog\/wp-content\/uploads\/2012\/08\/statistics5-e1346187436325-150x150.jpg?resize=150%2C150\" alt=\"Home Sale Statistics\" width=\"150\" height=\"150\" \/><\/a>Did your teacher ever grade on a curve, where test scores are \u201cweighted\u201d based on the lowest and\/or highest score in the class? The typical explanation for such statistical manipulation of raw test scores is to create a distribution where classmates are compared to each other, rather than how well they actually score on the usual grading scale.<\/h2>\n<h1>The National Association of Realtors\u00ae (NAR) August 22nd news release titled \u201cExisting-Home Sales Improve in July, Prices Continue to Rise\u201d at first glance might seem good news, but after a deeper look the news may not be as promising. The release states that the July\u2019s total existing home sales increased 2.3% in July from June, based on July\u2019s seasonally adjusted annual rate of 4.47 million compared to June\u2019s 4.37 million (realtor.org).<\/h1>\n<p>Although the adjusted data may have indicated a significant increase in existing home sales, the raw data may suggest something different. If you follow the links on the NAR\u2019s press release through the website, you\u2019ll find yourself at the page titled, \u201cExisting Home Sales\u201d (realtor.org\/topics\/existing-home-sales\/data): where you\u2019ll find a links to home sale data \u2013 which includes the \u201cseasonally adjusted annual rate\u201d and \u201cnot seasonally adjusted\u201d stats.<\/p>\n<p>Although July\u2019s \u201cseasonally adjusted annual rate\u201d of existing home sales indicated a 2.3% increase over June\u2019s \u201cseasonally adjusted annual rate;\u201d the \u201cnot seasonally adjusted\u201d rate (e.g., the raw sales data) indicated that there was a 7.3% DECREASE in existing home sales in July compared to June, and a year to date increase of existing home sales of only 2.647%.<\/p>\n<p>So, what\u2019s the difference between \u201cseasonally adjusted\u201d and \u201cnot seasonally adjusted\u201d data? Well, for that explanation, we need to follow the links to the methodology (realtor.org\/topics\/existing-home-sales\/methodology). \u201cNot seasonally adjusted\u201d data is described as raw data that has been basically scrubbed for errors. However, the site states that \u201cIt is necessary to \u201cannualize\u201d and seasonally-adjust the existing home sales data so that month-to-month and quarter-to-quarter comparisons can be observed without seasonal variances distorting the overall picture;\u201d thus the \u201cseasonally adjusted annual rate\u201d may be forward looking figure estimating a rate by which homes are selling.<\/p>\n<p>And of course, many media outlets took the headline and ran with it without explaining the meaning of the \u201cseasonally adjusted annual rate.\u201d July\u2019s figure gives the impression that the housing market has made significant improvement during a month where the actual number of existing homes sales decreased from the previous month. But don\u2019t blame the NAR either: the press release contains links to pages of explanation and data for anyone to take the time to sort through and figure out.<\/p>\n<p><a href=\"https:\/\/i0.wp.com\/dankrell.com\/blog\/wp-content\/uploads\/2012\/08\/statistics4.jpg\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" data-attachment-id=\"860\" data-permalink=\"https:\/\/dankrell.com\/blog\/2012\/08\/28\/grading-the-housing-market-on-a-curve-how-housing-stats-can-be-misleading\/statistics4-3\/\" data-orig-file=\"https:\/\/i0.wp.com\/dankrell.com\/blog\/wp-content\/uploads\/2012\/08\/statistics4-e1346187531657.jpg?fit=167%2C150&amp;ssl=1\" data-orig-size=\"167,150\" data-comments-opened=\"1\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;}\" data-image-title=\"Home Sale Statistics\" data-image-description=\"\" data-image-caption=\"\" data-large-file=\"https:\/\/i0.wp.com\/dankrell.com\/blog\/wp-content\/uploads\/2012\/08\/statistics4-e1346187531657.jpg?fit=167%2C150&amp;ssl=1\" class=\"alignleft size-thumbnail wp-image-860\" title=\"Home Sale Statistics\" src=\"https:\/\/i0.wp.com\/dankrell.com\/blog\/wp-content\/uploads\/2012\/08\/statistics4-e1346187531657-150x150.jpg?resize=150%2C150\" alt=\"Home Sale Statistics\" width=\"150\" height=\"150\" \/><\/a>Statistical analysis can be a good thing, if the statistic is meaningful and is understood. It seems as if everyone already forgot about the criticism that the NAR received last year because they announced a downward revision of existing home sales going back to 2007. If you remember, the main reason given for the revision was for \u201cdata drift\u201d that occurred during the housing downturn; and much like other estimate revisions (such as GDP and employment figures) \u201cre-benchmarking\u201d is a common aspect of estimating economic data.<\/p>\n<p>Regardless of what the rate of annual home sales is estimated to be, we\u2019ll know the actual number of existing home sales at the end of the year. And at that time, we can determine what kind of year 2012 has been for housing.<\/p>\n<p><a href=\"http:\/\/www.copyscape.com\/plagiarism-detector\/\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" title=\"Protected by Copyscape Plagiarism Checker - Do not copy content from this page.\" src=\"https:\/\/i0.wp.com\/banners.copyscape.com\/images\/cs-bk-3d-234x16.gif?resize=234%2C16\" alt=\"Protected by Copyscape Web Plagiarism Detector\" width=\"234\" height=\"16\" border=\"0\" \/><\/a><\/p>\n<p><a href=\"http:\/\/www.dankrell.com\/blog\">More news and articles on \u201cthe Blog\u201d<\/a><br \/>\nThis article is not intended to provide nor should it be relied upon for legal and financial advice. This article was originally published in the Montgomery County Sentinel the week of August 27 , 2012. Using this article without permission is a violation of copyright laws. Copyright \u00a9 2012 Dan Krell.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Dan Krell, Realtor\u00ae DanKrell.com \u00a9 2012 Did your teacher ever grade on a curve, where test scores are \u201cweighted\u201d based on the lowest and\/or highest score in the class? The typical explanation for such statistical manipulation of raw test scores is to create a distribution where classmates are compared to each other, rather than how &hellip; <\/p>\n<p class=\"link-more\"><a href=\"https:\/\/dankrell.com\/blog\/2012\/08\/28\/grading-the-housing-market-on-a-curve-how-housing-stats-can-be-misleading\/\" class=\"more-link\">Continue reading<span class=\"screen-reader-text\"> &#8220;Grading the housing market on a curve &#8211; how housing stats can be misleading&#8221;<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"jetpack_post_was_ever_published":false,"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_publicize_message":"","jetpack_publicize_feature_enabled":true,"jetpack_social_post_already_shared":false,"jetpack_social_options":{"image_generator_settings":{"template":"highway","default_image_id":0,"font":"","enabled":false},"version":2}},"categories":[567,234,139,13],"tags":[966,893,592,870,797],"class_list":["post-858","post","type-post","status-publish","format-standard","hentry","category-economics","category-economy","category-home-sales","category-real-estate","tag-economics","tag-economy","tag-existing-home-sales-data","tag-home-sales","tag-real-estate"],"jetpack_publicize_connections":[],"jetpack_featured_media_url":"","jetpack_shortlink":"https:\/\/wp.me\/p1VZLf-dQ","jetpack-related-posts":[],"jetpack_sharing_enabled":true,"jetpack_likes_enabled":true,"_links":{"self":[{"href":"https:\/\/dankrell.com\/blog\/wp-json\/wp\/v2\/posts\/858","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/dankrell.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/dankrell.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/dankrell.com\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/dankrell.com\/blog\/wp-json\/wp\/v2\/comments?post=858"}],"version-history":[{"count":7,"href":"https:\/\/dankrell.com\/blog\/wp-json\/wp\/v2\/posts\/858\/revisions"}],"predecessor-version":[{"id":918,"href":"https:\/\/dankrell.com\/blog\/wp-json\/wp\/v2\/posts\/858\/revisions\/918"}],"wp:attachment":[{"href":"https:\/\/dankrell.com\/blog\/wp-json\/wp\/v2\/media?parent=858"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/dankrell.com\/blog\/wp-json\/wp\/v2\/categories?post=858"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/dankrell.com\/blog\/wp-json\/wp\/v2\/tags?post=858"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}