使用Python和谷歌Colab教授本科生微观经济学理论

IF 1.3 4区 经济学 Q3 ECONOMICS International Review of Economics Education Pub Date : 2021-11-01 DOI:10.1016/j.iree.2021.100225
Masanori Kuroki
{"title":"使用Python和谷歌Colab教授本科生微观经济学理论","authors":"Masanori Kuroki","doi":"10.1016/j.iree.2021.100225","DOIUrl":null,"url":null,"abstract":"<div><p>The author describes how to use the Python programming language to teach topics in a microeconomic theory course at the undergraduate level. Specifically, the author describes how to use Python to solve optimization problems, such as utility maximization and profit maximization. Python is free and open-source and becoming increasingly popular both in economics and in business. To focus on solving optimization problems and to avoid installation issues, the author utilizes Google Colab, which allows users to type Python code on a web browser. Program code is provided for every example to encourage replication and experimentation. The author aims to (1) provide an option to instructors who are interested in supplementing the traditional pencil-and-paper approach with technology at no cost, and (2) help students become comfortable with a programming language that is widely used in tech companies and data analysis.</p></div>","PeriodicalId":45496,"journal":{"name":"International Review of Economics Education","volume":null,"pages":null},"PeriodicalIF":1.3000,"publicationDate":"2021-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1016/j.iree.2021.100225","citationCount":"8","resultStr":"{\"title\":\"Using Python and Google Colab to teach undergraduate microeconomic theory\",\"authors\":\"Masanori Kuroki\",\"doi\":\"10.1016/j.iree.2021.100225\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><p>The author describes how to use the Python programming language to teach topics in a microeconomic theory course at the undergraduate level. Specifically, the author describes how to use Python to solve optimization problems, such as utility maximization and profit maximization. Python is free and open-source and becoming increasingly popular both in economics and in business. To focus on solving optimization problems and to avoid installation issues, the author utilizes Google Colab, which allows users to type Python code on a web browser. Program code is provided for every example to encourage replication and experimentation. The author aims to (1) provide an option to instructors who are interested in supplementing the traditional pencil-and-paper approach with technology at no cost, and (2) help students become comfortable with a programming language that is widely used in tech companies and data analysis.</p></div>\",\"PeriodicalId\":45496,\"journal\":{\"name\":\"International Review of Economics Education\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":1.3000,\"publicationDate\":\"2021-11-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://sci-hub-pdf.com/10.1016/j.iree.2021.100225\",\"citationCount\":\"8\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"International Review of Economics Education\",\"FirstCategoryId\":\"96\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S1477388021000177\",\"RegionNum\":4,\"RegionCategory\":\"经济学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q3\",\"JCRName\":\"ECONOMICS\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Review of Economics Education","FirstCategoryId":"96","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S1477388021000177","RegionNum":4,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"ECONOMICS","Score":null,"Total":0}
引用次数: 8

摘要

作者描述了如何使用Python编程语言在本科生的微观经济理论课程中教授主题。具体来说,作者描述了如何使用Python来解决优化问题,如效用最大化和利润最大化。Python是免费的、开源的,在经济和商业上越来越受欢迎。为了专注于解决优化问题和避免安装问题,作者使用了Google Colab,它允许用户在web浏览器上键入Python代码。每个示例都提供了程序代码,以鼓励复制和实验。作者的目的是(1)为那些有兴趣免费用技术补充传统的纸笔方法的教师提供一种选择,以及(2)帮助学生适应在科技公司和数据分析中广泛使用的编程语言。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
Using Python and Google Colab to teach undergraduate microeconomic theory

The author describes how to use the Python programming language to teach topics in a microeconomic theory course at the undergraduate level. Specifically, the author describes how to use Python to solve optimization problems, such as utility maximization and profit maximization. Python is free and open-source and becoming increasingly popular both in economics and in business. To focus on solving optimization problems and to avoid installation issues, the author utilizes Google Colab, which allows users to type Python code on a web browser. Program code is provided for every example to encourage replication and experimentation. The author aims to (1) provide an option to instructors who are interested in supplementing the traditional pencil-and-paper approach with technology at no cost, and (2) help students become comfortable with a programming language that is widely used in tech companies and data analysis.

求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
CiteScore
4.40
自引率
4.80%
发文量
26
审稿时长
28 days
期刊最新文献
Measuring economic graph competence Turn the camera on to get better grade: Evidence from a field experiment Environmental economics in the wild: Using long-form journalism and other mass media in the classroom Investigating the link between students’ learning intentions and their learning outcomes: A clustered randomised controlled trial A mixed methods evaluation of online discussion tools in higher education
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1