商业统计 2

Statistics for Business - II

Examine data drawn from allied fields of business such as Finance and HR, and learn how to simulate data to follow a specified distribution.

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印度班加罗尔管理学院
edX
  • 完成时间大约为 7
  • 中级
  • 英语, 其他
注:因开课平台的各种因素变化,以上开课日期仅供参考

你将学到什么

To use spreadsheets to analyze larger datasets

To pose pertinent business questions of datasets and to answer them

To describe a random variable in probabilistic terms and derive parameters such as mean and variance

To draw a simple random sample from a population

To model business phenomena with known random variables such as Binomial, Poisson and Normal

To simulate variables that follow a prescribed distribution

课程概况

Statistics is a versatile discipline that has revolutionized the fields of business, engineering, medicine and pure sciences. This course is Part 2 of a 4-part series on Business Statistics, and is ideal for learners who wish to enroll in business programs. The first two parts cover topics in Descriptive Statistics, whereas the next two focus on Inferential Statistics.

Spreadsheets containing real data from diverse areas such as economics, finance and HR drive much of our discussions.

In Part 2, we use the language of probability to examine the underlying distributions of random variables. We model real-life phenomena using known variables such as Binomial, Poisson and Normal. We learn how to simulate data that are distributed according to these variables.

We shall take up datasets that have over a million rows, which makes it difficult to analyze using a spreadsheet. This is a natural setting for R, an advanced statistical programming platform. We incorporate helpful tutorials to get learners acquainted with the platform.

预备知识

Basic Algebra and some Calculus

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