Probability and Statistics: To p or not to p?

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课程主页: https://www.coursera.org/archive/probability-statistics

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University of London

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We live in an uncertain and complex world, yet we continually have to make decisions in the present with uncertain future outcomes. Indeed, we should be on the look-out for "black swans" - low-probability high-impact events. To study, or not to study? To invest, or not to invest? To marry, or not to marry? While uncertainty makes decision-making difficult, it does at least make life exciting! If the entire future was known in advance, there would never be an element of surprise. Whether a good future or a bad future, it would be a known future. In this course we consider many useful tools to deal with uncertainty and help us to make informed (and hence better) decisions - essential skills for a lifetime of good decision-making. Key topics include quantifying uncertainty with probability, descriptive statistics, point and interval estimation of means and proportions, the basics of hypothesis testing, and a selection of multivariate applications of key terms and concepts seen throughout the course.

概率与统计:对p或不对p ?:我们生活在一个不确定和复杂的世界中,但我们仍然必须在当前做出具有不确定未来结果的决策。确实,我们应该警惕“黑天鹅”-低概率高影响事件。 学习还是不学习?投资还是不投资?结婚还是不结婚? 尽管不确定性使决策变得困难,但这至少会使生活变得令人兴奋!如果提前知道了整个未来,那将不会有任何惊喜。无论是美好的前途还是糟糕的未来,这都是一个已知的未来。 在本课程中,我们考虑了许多有用的工具来处理不确定性并帮助我们做出明智的(因此更好的)决策,这是一生做出良好决策的基本技能。 关键主题包括用概率量化不确定性,描述性统计,均值和比例的点和区间估计,假设检验的基础以及在整个课程中看到的关键术语和概念的多元应用选择。

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