Inferential and Predictive Statistics for Business

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

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University of Illinois at Urbana-Champaign

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Watch any infomercial and you hear many outrageous promises. Use this cream and your skin will look 80% firmer! Use this supplement and you will lose 10 pounds in the first 10 days! Are they telling you the truth? Are they all lying? The only way to know the answer to any of these questions is to scientifically test the claim being made – that is what we call hypothesis testing and what we will learn in this module.

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This course provides an analytical framework to help you evaluate key problems in a structured fashion and will equip you with tools to better manage the uncertainties that pervade and complicate business processes. The course aim to cover statistical ideas that apply to managers. We will consider two basic themes: first, is recognizing and describing variations present in everything around us, and then modeling and making decisions in the presence of these variations. The fundamental concepts studied in this course will reappear in many other classes and business settings. Our focus will be on interpreting the meaning of the results in a business and managerial setting. While you will be introduced to some of the science of what is being taught, the focus will be on applying the methodologies. This will be accomplished through use of Excel and using data sets from many different disciplines, allowing you to see the use of statistics in very diverse settings. The course will focus not only on explaining these concepts but also understanding the meaning of the results obtained. Upon successful completion of this course, you will be able to: • Test for beliefs about a population.. • Compare differences between populations. • Use linear regression model for prediction. • Learn how to use Excel for statistical analysis. This course is part of the iMBA offered by the University of Illinois, a flexible, fully-accredited online MBA at an incredibly competitive price. For more information, please see the Resource page in this course and onlinemba.illinois.edu.

商业推理和预测统计:本课程提供了一个分析框架,可帮助您以结构化方式评估关键问题,并将为您提供工具,以更好地管理普遍存在和使业务流程复杂化的不确定性。本课程旨在涵盖适用于管理人员的统计思想。我们将考虑两个基本主题:首先是识别并描述我们周围所有事物中存在的变异,然后在存在这些变异的情况下进行建模和决策。在本课程中学习的基本概念将在许多其他课程和业务环境中重新出现。我们的重点是在业务和管理环境中解释结果的含义。 在向您介绍所学知识的某些科学时,重点将放在应用方法上。这将通过使用Excel以及使用来自许多不同学科的数据集来实现,从而使您能够看到非常不同的设置中的统计信息的使用。本课程将不仅着重于解释这些概念,而且还将理解所获得结果的含义。 成功完成本课程后,您将能够: •测试有关人口的信念。 •比较人群之间的差异。 •使用线性回归模型进行预测。 •了解如何使用Excel进行统计分析。 本课程是伊利诺伊大学提供的iMBA的一部分,该大学是一种灵活且获得完全认可的在线MBA,其价格极具竞争力。有关更多信息,请参见本课程中的“资源”页面和onlinemba.illinois.edu。

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