{"id":810,"date":"2009-09-22T20:37:35","date_gmt":"2009-09-23T04:37:35","guid":{"rendered":"http:\/\/stephan-zielinski.com\/dwa\/?p=810"},"modified":"2009-09-22T20:40:43","modified_gmt":"2009-09-23T04:40:43","slug":"chi-square-tests-of-gamescience-dice","status":"publish","type":"post","link":"http:\/\/stephan-zielinski.com\/dwa\/2009\/09\/22\/chi-square-tests-of-gamescience-dice\/","title":{"rendered":"Chi-square tests of GameScience dice"},"content":{"rendered":"<p>Summary: almost all the GameScience dice I looked at passed chi-square testing fine, with one exception:\u00a0the &#8220;D16 Transparent Ice Blue Gamescience Gem Die&#8221;, which failed miserably.<\/p>\n<p><!--more--><\/p>\n<p>I ordered this stuff from G2 Collectibles and Hobbies:<\/p>\n<p style=\"margin: 0.0px 0.0px 0.0px 0.0px;font: 14.0px Courier\">1 x Gamescience Precision RPG Dice Set Opaque White 7pc () = $9.99<\/p>\n<p style=\"margin: 0.0px 0.0px 0.0px 0.0px;font: 14.0px Courier\">1 x D16 Transparent Ice Blue Gamescience Gem Die () = $5.99<\/p>\n<p style=\"margin: 0.0px 0.0px 0.0px 0.0px;font: 14.0px Courier\">1 x D10 Opaque Green Gamescience Precision Die () = $1.39<\/p>\n<p style=\"margin: 0.0px 0.0px 0.0px 0.0px;font: 14.0px Courier\">1 x D4 (8 Sided) Opaque Red Gamescience Die () = $1.99<\/p>\n<p style=\"margin: 0.0px 0.0px 0.0px 0.0px;font: 14.0px Courier\">1 x D5 (10 Sided) Opaque Blue Gamescience Die () = $2.99<\/p>\n<p style=\"margin: 0.0px 0.0px 0.0px 0.0px;font: 14.0px Courier\">\n<p>And subjected them to chi-square testing&#8211; rolling them N times, computing the chi-square critical value, and using <a href=\"http:\/\/stattrek.com\/Tables\/ChiSquare.aspx\">http:\/\/stattrek.com\/Tables\/ChiSquare.aspx<\/a> to look up the corresponding cumulative probability.<\/p>\n\n<table id=\"wp-table-reloaded-id-1-no-1\" class=\"wp-table-reloaded wp-table-reloaded-id-1\">\n<thead>\n\t<tr class=\"row-1\">\n\t\t<th class=\"column-1\">Description<\/th><th class=\"column-2\">N<\/th><th class=\"column-3\">df<\/th><th class=\"column-4\">CV<\/th><th class=\"column-5\">P(X^2 < CV)<\/th><th class=\"column-6\">Stat. sig.?<\/th>\n\t<\/tr>\n<\/thead>\n<tbody>\n\t<tr class=\"row-2\">\n\t\t<td class=\"column-1\">Die #1: white d4<\/td><td class=\"column-2\">100<\/td><td class=\"column-3\">3<\/td><td class=\"column-4\">.48<\/td><td class=\"column-5\">.03<\/td><td class=\"column-6\"><\/td>\n\t<\/tr>\n\t<tr class=\"row-3\">\n\t\t<td class=\"column-1\">Die #2: white d6<\/td><td class=\"column-2\">120<\/td><td class=\"column-3\">5<\/td><td class=\"column-4\">4.4<\/td><td class=\"column-5\">.51<\/td><td class=\"column-6\"><\/td>\n\t<\/tr>\n\t<tr class=\"row-4\">\n\t\t<td class=\"column-1\">Die #3: white d8<\/td><td class=\"column-2\">160<\/td><td class=\"column-3\">7<\/td><td class=\"column-4\">12.5<\/td><td class=\"column-5\">.92<\/td><td class=\"column-6\">Yes<\/td>\n\t<\/tr>\n\t<tr class=\"row-5\">\n\t\t<td class=\"column-1\">Die #3: white d8<\/td><td class=\"column-2\">80<\/td><td class=\"column-3\">7<\/td><td class=\"column-4\">.6<\/td><td class=\"column-5\">.001<\/td><td class=\"column-6\">No<\/td>\n\t<\/tr>\n\t<tr class=\"row-6\">\n\t\t<td class=\"column-1\">Die #3: white d8<\/td><td class=\"column-2\">80<\/td><td class=\"column-3\">7<\/td><td class=\"column-4\">4.0<\/td><td class=\"column-5\">.22<\/td><td class=\"column-6\">No<\/td>\n\t<\/tr>\n\t<tr class=\"row-7\">\n\t\t<td class=\"column-1\">Die #3: white d8<\/td><td class=\"column-2\">120<\/td><td class=\"column-3\">7<\/td><td class=\"column-4\">7.7<\/td><td class=\"column-5\">.64<\/td><td class=\"column-6\">No<\/td>\n\t<\/tr>\n\t<tr class=\"row-8\">\n\t\t<td class=\"column-1\">Die #4: red octahedron labeled 1-4; a \"d4 on a d8\"<\/td><td class=\"column-2\">160<\/td><td class=\"column-3\">3<\/td><td class=\"column-4\">3.6<\/td><td class=\"column-5\">.69<\/td><td class=\"column-6\"><\/td>\n\t<\/tr>\n\t<tr class=\"row-9\">\n\t\t<td class=\"column-1\">Die #5: white d10 labeled 00-90<\/td><td class=\"column-2\">70<\/td><td class=\"column-3\">9<\/td><td class=\"column-4\">11.1<\/td><td class=\"column-5\">.73<\/td><td class=\"column-6\"><\/td>\n\t<\/tr>\n\t<tr class=\"row-10\">\n\t\t<td class=\"column-1\">Die #5: white d10 labeled 00-90<\/td><td class=\"column-2\">200<\/td><td class=\"column-3\">9<\/td><td class=\"column-4\">6.2<\/td><td class=\"column-5\">.28<\/td><td class=\"column-6\"><\/td>\n\t<\/tr>\n\t<tr class=\"row-11\">\n\t\t<td class=\"column-1\">Die #6: white d10 labeled 0-9<\/td><td class=\"column-2\">70<\/td><td class=\"column-3\">9<\/td><td class=\"column-4\">5.7<\/td><td class=\"column-5\">.23<\/td><td class=\"column-6\"><\/td>\n\t<\/tr>\n\t<tr class=\"row-12\">\n\t\t<td class=\"column-1\">Die #6: white d10 labeled 0-9<\/td><td class=\"column-2\">200<\/td><td class=\"column-3\">9<\/td><td class=\"column-4\">7.0<\/td><td class=\"column-5\">.36<\/td><td class=\"column-6\"><\/td>\n\t<\/tr>\n\t<tr class=\"row-13\">\n\t\t<td class=\"column-1\">Die #7: green d10 labeled 0-9<\/td><td class=\"column-2\">70<\/td><td class=\"column-3\">9<\/td><td class=\"column-4\">10.6<\/td><td class=\"column-5\">.69<\/td><td class=\"column-6\"><\/td>\n\t<\/tr>\n\t<tr class=\"row-14\">\n\t\t<td class=\"column-1\">Die #7: green d10 labeled 0-9<\/td><td class=\"column-2\">100<\/td><td class=\"column-3\">9<\/td><td class=\"column-4\">4.8<\/td><td class=\"column-5\">.15<\/td><td class=\"column-6\"><\/td>\n\t<\/tr>\n\t<tr class=\"row-15\">\n\t\t<td class=\"column-1\">Die #8: blue d10 labeled 1-5-- a \"d5 on a d10\"<\/td><td class=\"column-2\">100<\/td><td class=\"column-3\">4<\/td><td class=\"column-4\">2.5<\/td><td class=\"column-5\">.36<\/td><td class=\"column-6\"><\/td>\n\t<\/tr>\n\t<tr class=\"row-16\">\n\t\t<td class=\"column-1\">Die #9: white d12<\/td><td class=\"column-2\">120<\/td><td class=\"column-3\">11<\/td><td class=\"column-4\">14.0<\/td><td class=\"column-5\">.77<\/td><td class=\"column-6\">Marginal<\/td>\n\t<\/tr>\n\t<tr class=\"row-17\">\n\t\t<td class=\"column-1\">Die #9: white d12<\/td><td class=\"column-2\">120<\/td><td class=\"column-3\">11<\/td><td class=\"column-4\">5.4<\/td><td class=\"column-5\">.09<\/td><td class=\"column-6\">No<\/td>\n\t<\/tr>\n\t<tr class=\"row-18\">\n\t\t<td class=\"column-1\">Die #10: ice blue d16<\/td><td class=\"column-2\">120<\/td><td class=\"column-3\">15<\/td><td class=\"column-4\">24.0<\/td><td class=\"column-5\">.94<\/td><td class=\"column-6\">Yes<\/td>\n\t<\/tr>\n\t<tr class=\"row-19\">\n\t\t<td class=\"column-1\">Die #10: ice blue d16<\/td><td class=\"column-2\">160<\/td><td class=\"column-3\">15<\/td><td class=\"column-4\">27.2<\/td><td class=\"column-5\">.97<\/td><td class=\"column-6\">Yes<\/td>\n\t<\/tr>\n\t<tr class=\"row-20\">\n\t\t<td class=\"column-1\">Die #11: white d20<\/td><td class=\"column-2\">200<\/td><td class=\"column-3\">19<\/td><td class=\"column-4\">13.8<\/td><td class=\"column-5\">.21<\/td><td class=\"column-6\"><\/td>\n\t<\/tr>\n<\/tbody>\n<\/table>\n\n<p>The white d8 gave me a bit of a scare, but retesting seems to indicate that first result was, in fact, just bad luck. \u00a0The d12 didn&#8217;t really need a retest, but I did one anyway; it passed fine. \u00a0The d16 is unquestionably broken. \u00a0Examining the raw data showed (among other things) that it rolled fourteen only seven times out of two hundred and eighty; examining the die itself showed (A) a not-unexpected minor sprue mark on the one side, and (B) a significant burr sticking out of the three side, directly opposite the fourteen. \u00a0(The die may be reparable&#8211; but that&#8217;s a separate question.)<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Summary: almost all the GameScience dice I looked at passed chi-square testing fine, with one exception:\u00a0the &#8220;D16 Transparent Ice Blue Gamescience Gem Die&#8221;, which failed miserably.<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[9],"tags":[95,94,96],"_links":{"self":[{"href":"http:\/\/stephan-zielinski.com\/dwa\/wp-json\/wp\/v2\/posts\/810"}],"collection":[{"href":"http:\/\/stephan-zielinski.com\/dwa\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/stephan-zielinski.com\/dwa\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/stephan-zielinski.com\/dwa\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"http:\/\/stephan-zielinski.com\/dwa\/wp-json\/wp\/v2\/comments?post=810"}],"version-history":[{"count":17,"href":"http:\/\/stephan-zielinski.com\/dwa\/wp-json\/wp\/v2\/posts\/810\/revisions"}],"predecessor-version":[{"id":827,"href":"http:\/\/stephan-zielinski.com\/dwa\/wp-json\/wp\/v2\/posts\/810\/revisions\/827"}],"wp:attachment":[{"href":"http:\/\/stephan-zielinski.com\/dwa\/wp-json\/wp\/v2\/media?parent=810"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/stephan-zielinski.com\/dwa\/wp-json\/wp\/v2\/categories?post=810"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/stephan-zielinski.com\/dwa\/wp-json\/wp\/v2\/tags?post=810"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}