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所在平台: Udemy |
课程主页: https://www.udemy.com/course/data-management-and-analysis-with-stata/
课程评论：没有评论
课程名称：使用Stata进行数据管理和分析 课程概述：该课程已完成，涵盖七个部分，全面介绍Stata及统计学。课程旨在教授统计学中使用的所有变量及相关的Stata命令，这些变量包括名义变量、顺序变量、间隔变量和比率变量。课程有两种学习方式： 1. 对于已具备Stata基础知识的学员，可以直接从第三部分开始，学习数据管理，然后继续到第四部分，讨论描述性统计，这是所有研究类型的共同内容。第五部分分析名义/顺序变量之间的关系并进行解释，示例包括性别、种族、就业状态、民族、满意度水平、客户服务质量、发色和宗教等。第六部分研究名义/顺序变量与间隔/比率变量之间的关系。第七部分探讨一个间隔/比率变量对另一个间隔/比率变量的影响，示例包括年龄、收入、价格、考试分数、温度、距离和面积等。如果选择这种学习方式，可能需要返回第二部分学习Stata命令，特别是在遇到理解困难时。这种策略的优势是优先学习更重要的内容。 2. 另一种选择是按照课程的原始顺序，从第一部分开始，每部分依次学习直至第七部分。如果选择这种方式，务必不要在中途放弃。研究表明，许多学生未能完成整个课程，而本课程的前3部分是为后4部分的学习做好准备。因此，在课程前半段放弃将使您失去预期的收益。无论选择哪种方式，您都必须下载课程资源并在讲座中与我一起练习。此外，您必须尝试每个部分末尾提供的所有练习。 字幕：每个视频/讲座配有准确的字幕，以增强课程内容的理解。 资源：您将为每个部分提供单独的数据集，方便在讲座中与我一起练习。每个部分结束时，您还将获得单独的数据集用于练习。您将获得五个do-files，其中一个用于数据管理，其余四个用于数据分析。课程的唯一前提是安装Stata软件并保持专注。祝您好运！
Note: The course is COMPLETE now. This course, extended over seven sections, provides a comprehensive introduction to Stata and Statistics. The aim of the course is to teach all the variables, and the relevant Stata commands, used in Statistics. These variables are nominal, ordinal, interval, and ratio variables. There are two alternative ways to undertake the course.1. If you have a basic understanding of Stata, you can directly start from section 3, which teaches Data Management. You should then proceed to section 4 on Descriptive Statistics, which is common to all types of research. Section 5 analyses a relationship and interprets it between Nominal/Ordinal variables. Examples of these types of variables are gender, race, employment status, ethnicity, levels of satisfaction, customer service quality, hair color, and religion among others. Section 6 investigates a relationship and interprets it between the Nominal/Ordinal variable and the Interval/Ratio variable. Section 7 finds an effect of one Interval/Ratio variable on another Interval/Ratio variable. Examples of these types of variables are age, income, prices, exam scores, temperature, distance, and area among others. Note: If you adopt this strategy, you may need to go back to the second section, if you have any trouble understanding a particular Stata command in sections 3, 4, 5, 6, and 7. The advantage of this strategy is you will study the more important content first. 2. Alternatively, you can follow the exact order of the course, starting from section 1 and then proceeding to the next section until you reach the section 7. If you follow this strategy, make sure you do not give up in the middle of the course. The research shows that, and this course is not an exception, some students do not complete the entire course. In this course, the first 3 sections are meant to prepare you for the next 4 sections. Therefore, quitting in the first half of the course will deprive you of the intended benefits. Whichever alternative you choose, you must download the resources and practice with me during the lectures. In addition, you must attempt all exercises given at the end of each section. Captions: Each video/lecture is accompanied by accurate captions to enhance your comprehension of the course contents. Resources: You will be provided with a separate data set for each section to practice with me during the lectures. You will also be given a separate data set to attempt the exercises at the end of each section. You will obtain five do-files, one on data management, and the remaining four on data analysis. The only prerequisites for the course are to install Stata on your computer and remain committed. Good Luck!
