{"id":20320,"date":"2024-04-15T05:51:18","date_gmt":"2024-04-15T05:51:18","guid":{"rendered":"https:\/\/exam.pscnotes.com\/mcq\/?p=20320"},"modified":"2024-04-15T05:51:18","modified_gmt":"2024-04-15T05:51:18","slug":"consider-a-random-variable-to-which-a-poisson-distribution-is-best-fitted-it-happens-that-px-1-frac23px-2-on-this-distribution-plot-the-variance-of-this-distribution-will-be-a-3","status":"publish","type":"post","link":"https:\/\/exam.pscnotes.com\/mcq\/consider-a-random-variable-to-which-a-poisson-distribution-is-best-fitted-it-happens-that-px-1-frac23px-2-on-this-distribution-plot-the-variance-of-this-distribution-will-be-a-3\/","title":{"rendered":"Consider a random variable to which a Poisson distribution is best fitted. It happens that P(x = 1) = $$\\frac{2}{3}$$P(x = 2) on this distribution plot. The variance of this distribution will be A. 3 B. 2 C. 1 D. $$\\frac{2}{3}$$"},"content":{"rendered":"<p>[amp_mcq option1=&#8221;3&#8243; option2=&#8221;2&#8243; option3=&#8221;1&#8243; option4=&#8221;$$\\frac{2}{3}$$&#8221; correct=&#8221;option1&#8243;]<!--more--><\/p>\n<p>The correct answer is $\\boxed{\\text{B}}$.<\/p>\n<p>A Poisson distribution is a probability distribution that expresses the probability of a given number of events occurring in a fixed interval of time or space if these events occur with a known average rate and independently of the time since the last event.<\/p>\n<p>The variance of a Poisson distribution is equal to its mean. In this case, we are given that $P(x = 1) = \\frac{2}{3}P(x = 2)$. This means that the mean of the distribution is $\\mu = 2$. The variance of the distribution is therefore $\\sigma^2 = \\mu = 2$.<\/p>\n<p>Here is a brief explanation of each option:<\/p>\n<ul>\n<li>Option A: $3$. This is not the correct answer because the variance of a Poisson distribution is always less than or equal to its mean.<\/li>\n<li>Option B: $2$. This is the correct answer because the variance of a Poisson distribution is equal to its mean.<\/li>\n<li>Option C: $1$. This is not the correct answer because the variance of a Poisson distribution is always greater than or equal to $1$.<\/li>\n<li>Option D: $\\frac{2}{3}$. This is not the correct answer because the variance of a Poisson distribution is always greater than or equal to $\\frac{2}{3}$.<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>[amp_mcq option1=&#8221;3&#8243; option2=&#8221;2&#8243; option3=&#8221;1&#8243; option4=&#8221;$$\\frac{2}{3}$$&#8221; correct=&#8221;option1&#8243;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[691],"tags":[],"class_list":["post-20320","post","type-post","status-publish","format-standard","hentry","category-probability-and-statistics","no-featured-image-padding"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v22.2 (Yoast SEO v23.3) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Consider a random variable to which a Poisson distribution is best fitted. It happens that P(x = 1) = $$\\frac{2}{3}$$P(x = 2) on this distribution plot. The variance of this distribution will be A. 3 B. 2 C. 1 D. $$\\frac{2}{3}$$<\/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:\/\/exam.pscnotes.com\/mcq\/consider-a-random-variable-to-which-a-poisson-distribution-is-best-fitted-it-happens-that-px-1-frac23px-2-on-this-distribution-plot-the-variance-of-this-distribution-will-be-a-3\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Consider a random variable to which a Poisson distribution is best fitted. It happens that P(x = 1) = $$\\frac{2}{3}$$P(x = 2) on this distribution plot. 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