{"id":49860,"date":"2024-04-26T23:22:23","date_gmt":"2024-04-26T23:22:23","guid":{"rendered":"http:\/\/localhost\/branding\/hypothesis-testing\/"},"modified":"2024-04-26T23:22:23","modified_gmt":"2024-04-26T23:22:23","slug":"hypothesis-testing","status":"publish","type":"post","link":"https:\/\/sheilathewriter.com\/blog\/hypothesis-testing\/","title":{"rendered":"Hypothesis Testing"},"content":{"rendered":"<p>Hypothesis Testing<\/p>\n<p>Student\u2019s Name<\/p>\n<p>Institution Affiliation<\/p>\n<p>Course Name and Code<\/p>\n<p>Professor\u2019s Name<\/p>\n<p>Date<\/p>\n<p>Hypothesis Testing<\/p>\n<p>The null and alternative hypotheses <\/p>\n<p>The parameter of interest here is the population mean (\u00b5), which is the diameter of part produced by a test run. The null hypothesis, the mean diameter of parts produced by a test run is equal to 6 inches, is represented by H0, while the alternative hypothesis, diameter of parts produced by a test run is not equal to 6 inches, is represented by H1. Thus;<\/p>\n<p>H0: \u00b5 = 6 inches <\/p>\n<p>H1: \u00b5 \u2260 6 inches<\/p>\n<p>The decision rule assuming that n = 200 and \u03b1 = 0.01<\/p>\n<p>Because the sample size (n=200) is sufficiently larger, by Central Limit Theorem (CLT), the sample mean follows a normal distribution. Therefore, the decision rule holds that reject H0 if \u2223z\u2223&gt;z\u03b1\/2. Since the level of significance (\u03b1) = 0.01, we use excel to find z0.005.<\/p>\n<p>z0.005. = 2.575829304.<\/p>\n<p>Thus, the decision rule is as follows:<\/p>\n<p>Reject H0 if z &lt; -2.575829304 or z &gt; 2.575829304; where z is the test statistic. <\/p>\n<p>What the Lazer Company should conclude if the sample mean diameter for the 200 parts is 6.03 inches.<\/p>\n<p>z = x\u02c9- \u00b5\u1e9fn,<\/p>\n<p>Where;<\/p>\n<p>x\u02c9 &#8211; Sample mean<\/p>\n<p>\u00b5- population mean<\/p>\n<p>\u1e9f &#8211; Standard deviation<\/p>\n<p>n \u2013 Sample size<\/p>\n<p>z = 6.03- 60.1200,<\/p>\n<p> From excel, z= 4.242640687<\/p>\n<p>Recommendation<\/p>\n<p>Based on the earlier developed decision rule, we reject H0 since |z = 4.242640687| &gt; 2.575829304. At 0.01 significance level, there is sufficient evidence to conclude that the mean diameter of part for Boeing Corporation produced by the test run is not equal to 6 inches. Thus, the Lazer Company should conclude that the mean diameter of a part of Boeing Corporation from the test run differs from the contract\u2019s requirement.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Hypothesis Testing Student\u2019s Name Institution Affiliation Course Name and Code Professor\u2019s Name Date Hypothesis Testing The null and alternative hypotheses<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[],"tags":[],"class_list":["post-49860","post","type-post","status-publish","format-standard","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v25.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Hypothesis Testing - sheilathewriter<\/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:\/\/sheilathewriter.com\/blog\/hypothesis-testing\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Hypothesis Testing - 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