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Titlebook: Probability Distributions; With Truncated, Log Nick T. Thomopoulos Book 2018 Springer International Publishing AG, part of Springer Nature

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发表于 2025-3-21 17:11:36 | 显示全部楼层 |阅读模式
书目名称Probability Distributions
副标题With Truncated, Log
编辑Nick T. Thomopoulos
视频video
概述Includes statistical methods and tables not readily available elsewhere.Reviews common continuous and discrete probability distributions.Examples provided to guide reader on application of common dist
图书封面Titlebook: Probability Distributions; With Truncated, Log  Nick T. Thomopoulos Book 2018 Springer International Publishing AG, part of Springer Nature
描述This volume presents a concise and practical overview of statistical methods and tables not readily available in other publications.  It begins with a review of the commonly used continuous and discrete probability distributions. Several useful distributions that are not so common and less understood are described with examples and applications in full detail: discrete normal, left-partial, right-partial, left-truncated normal, right-truncated normal, lognormal, bivariate normal, and bivariate lognormal. Table values are provided with examples that enable researchers to easily apply the distributions to real applications and sample data. The left- and right-truncated normal distributions offer a wide variety of shapes in contrast to the symmetrically shaped normal distribution, and a newly developed spread ratio enables analysts to determine which of the three distributions best fits a particular set of sample data. The book will be highly useful to anyone who does statistical andprobability analysis. This includes scientists, economists, management scientists, market researchers, engineers, mathematicians, and students in many disciplines.. .
出版日期Book 2018
关键词continuous distributions; discrete distributions; standard normal; partial expectation; left truncated n
版次1
doihttps://doi.org/10.1007/978-3-319-76042-1
isbn_softcover978-3-030-09388-4
isbn_ebook978-3-319-76042-1
copyrightSpringer International Publishing AG, part of Springer Nature 2018
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发表于 2025-3-22 00:18:50 | 显示全部楼层
978-3-030-09388-4Springer International Publishing AG, part of Springer Nature 2018
发表于 2025-3-22 01:54:32 | 显示全部楼层
https://doi.org/10.1007/978-3-319-76042-1continuous distributions; discrete distributions; standard normal; partial expectation; left truncated n
发表于 2025-3-22 05:17:36 | 显示全部楼层
Nick T. ThomopoulosIncludes statistical methods and tables not readily available elsewhere.Reviews common continuous and discrete probability distributions.Examples provided to guide reader on application of common dist
发表于 2025-3-22 08:43:21 | 显示全部楼层
发表于 2025-3-22 14:32:01 | 显示全部楼层
Discrete Distributions,ple, the number of dots in a roll of two dice can take on only the integer numbers 2 to 12. When probabilities are assigned to each outcome and the sum over all possible outcomes is one, the variable, x, becomes a discrete random variable. The chapter describes the following six common discrete prob
发表于 2025-3-22 17:20:23 | 显示全部楼层
Standard Normal,is fully described by two parameters, the mean and the standard deviation. A related distribution is the standard normal that has a mean of zero and standard deviation equal to one. Almost all statistical books have table measures listed on the standard normal. An easy conversion from the normal var
发表于 2025-3-22 22:21:42 | 显示全部楼层
Partial Expectation,ard normal z values larger than k. This is called the partial expectation of z greater than k, and is denoted as E(z > k). A table of E(z > k) for k = −3.0 to +3.0 is listed. Another partial described in this chapter is when the location parameter is on the right-hand side, and of interest is the av
发表于 2025-3-23 04:05:58 | 显示全部楼层
Left Truncated Normal,ter of the standard normal distribution. The shape of the distribution follows the normal for all standard normal z values larger than k, and thereby the distribution skews to the right. The statistical measures of this distribution are readily computed and include the mean, standard deviation, coef
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