Analyze Stock Data using R and Quantmod Package

4.3
별점
120개의 평가
제공자:
Coursera Project Network
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How to Pull down Stock Data using the R Quantmod Package

Ability to quickly calculate daily returns on stocks chosen

Ability to graph the stocks and calculate a Sharpe Ratio for risk evaluation

Clock2 Hours
Beginner초급
Cloud다운로드 필요 없음
Video분할 화면 동영상
Comment Dots영어
Laptop데스크톱 전용

In this 1-hour long project-based course, you will learn how to pull down Stock Data using the R quantmod package. You will also learn how to perform analytics and pass financial risk functions to the data. Note: This course works best for learners who are based in the North America region. We’re currently working on providing the same experience in other regions.

개발할 기술

Sharpe RatioAnalyticsQuantmodStocks

단계별 학습

작업 영역이 있는 분할 화면으로 재생되는 동영상에서 강사는 다음을 단계별로 안내합니다.

  1. Task 1: In this task the Learner will be introduced to the Course Objectives, which is to how to pull Stock Data for analytics using the R quantmod Package. There will be a short discussion about the Interface and an Instructor Bio.

  2. Task 2: The Learners will first download stock data using quantmod and the Yahoo Finance API. The Learner will then get practice with the syntax of quantmod by sub-setting the stock data.

  3. Task 3: The Learner will get more experience manipulating the data using some R sub-setting functions.

  4. Task 4: The Learner will be introduced to Data Frames and Time Series Objects and learn the difference between them. Moreover the learner will get practice converting between the two.

  5. Task 5: The Learner will get practice pulling down adjusted daily return stock data using Microsoft's stock. The Instructor will teach you how to calculate the daily returns as well.

  6. Task 6: The Learner will get practice combining data for comparison. FB and Microsoft will be the two companies used. Remember this is more difficult than it appears since Microsoft has been around longer than Facebook (unequal rows). The Instructor will show you how to merge the data as to not have errors.

  7. Task 7: Learners will get practice calculating the Sharp Ratio on multiple stocks to see which stock is truly the riskier asset or the stock with the best risk return profile.

안내형 프로젝트 진행 방식

작업 영역은 브라우저에 바로 로드되는 클라우드 데스크톱으로, 다운로드할 필요가 없습니다.

분할 화면 동영상에서 강사가 프로젝트를 단계별로 안내해 줍니다.

강사

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ANALYZE STOCK DATA USING R AND QUANTMOD PACKAGE의 최상위 리뷰

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