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概率与统计Probability and Statistics |
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| 课程网址: | http://oer.avu.org/handle/123456789/20 |
| 主讲教师: | Paul Chege |
| 开课单位: | 非洲虚拟大学 |
| 开课时间: | 信息不详。欢迎您在右侧留言补充。 |
| 课程语种: | 英语 |
| 中文简介: | 该模块由三个单元组成:第一单元:描述性统计和概率分布。介绍了统计学中离散度的度量方法。本单元还介绍了概率的概念和概率的理论处理。单元二:随机变量和测试分布本单元要求以单元一为前提。它从矩和矩母函数、马尔可夫和切比切夫不等式、特殊的一元分布、二元概率分布出发,分析了条件概率。本单元深入分析随机变量如卡方、t、F的相关系数和分布函数。单元3:概率论这个单元是从单元2建立起来的。利用指标函数分析概率。引入Bonferoni不等式随机向量、母函数、特征函数和统计独立性随机样本。它进一步发展了几个随机变量函数的概念以及X和S2在正常样本顺序统计中的独立性。本单元总结了收敛性和极限定理的处理。 |
| 课程简介: | 'This module consists of three units:Unit 1: Descriptive Statistics and Probability DistributionsDescriptive statistics in unit one is developed either as an extension of secondary mathematics or as an introduction to first time learners of statistics. It introduces the measures of dispersion in statistics. The unit also introduces the concept of probability and the theoretical treatment of probability.Unit 2: Random variables and Test DistributionsThis unit requires Unit 1 as a prerequisite. It develops from the moment and moment generating functions, Markov and Chebychev inequalities, special univariate distributions, bivariate probability distributions and analyses conditional probabilities. The unit gives insights into the analysis of correlation coefficients and distribution functions of random variables such as the Chi-square, t and F.Unit 3: Probability TheoryThis unit builds up from unit 2. It analyses probability using indicator functions. It introduces Bonferoni inequality random vectors,, generating functions, characteristic functions and statistical independence random samples. It develops further the concepts of functions of several random variables and independence of X and S2 in normal samples order statistics. The unit summarises with the treatment of convergence and limit theorems.' |
| 关 键 词: | satistics; math; mathematical |
| 课程来源: | 非洲虚拟大学公开课 |
| 最后编审: | 2020-10-01:yumf |
| 阅读次数: | 236 |
