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所在平台: Udemy |
课程主页: https://www.udemy.com/course/non-parametric-tests-for-lean-six-sigma-professionals/
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课程名称：非参数统计检验：初学者到高级水平 课程概述：您是否在理解非参数假设检验方面遇到困难？您是否对如何执行非参数检验以及如何解释其结果感到困惑？不用担心，因为本课程将解决您关于非参数假设检验的所有问题。如果您正在准备IASSC Lean Six Sigma绿色带和黑色带考试，那么本课程将帮助您详细掌握分析阶段中重要的非参数假设检验主题。 课程内容： - 学习非参数假设检验的基础知识，包括其优缺点和应用。 - 基于六个重要标准比较参数检验和非参数检验。 - 通过13个实际案例学习所有重要的非参数检验类型。 - 使用传统方法和P值方法在Minitab上进行7种重要类型的非参数假设检验，包括： 1. 单样本符号检验 2. 单样本Wilcoxon检验 3. 配对数据的Wilcoxon检验 4. Mann-Whitney检验 5. Mood中位数检验 6. Kruskal-Wallis检验 7. Friedman检验 为什么选择本课程？在Lean Six Sigma认证考试（如IASSC Lean Six Sigma绿色带和黑色带考试）中，通常会涉及非参数假设检验的问题。ICGB考试中有8到9个相关问题，而ICBB考试中则有13到14个相关问题。因此，准备Lean Six Sigma认证考试的学员可以参加本课程，它将帮助您掌握这一难点内容，从而轻松应对与非参数假设检验相关的问题。此外，如果您希望扩展假设检验的知识或学习非参数检验，本课程是一个理想的选择，因为假设检验在研究工作、商业决策、人工智能与机器学习、Lean Six Sigma等领域具有广泛的应用。在选择任何应用的假设检验时，了解参数检验和非参数检验是至关重要的，这将帮助您准确选择适合的数据分析方法。
Are you facing a problem in understanding Non-parametric hypothesis testing? Are you confused about How to perform a Non-parametric test and interpret its result? then don't worry because this course will solve all your problems regarding Non-parametric hypothesis testing. If you are preparing for IASSC Lean Six Sigma green belt and Lean Six Sigma Black belt exam then this course will help you in preparing for the important topic of Analyze phase i.e. Non-parametric hypothesis tests in detail.#Non-parametric hypothesis testing: Basics to advanced levelIn this course you will learn:Basics of Non-parametric hypothesis testing that includes advantages, disadvantages, and applications.Comparison between Parametric and Non-parametric tests on the basis of 6 important criteria.All important types of Non-parametric testing by using 13 practical examples.7 important types of Non-parametric hypothesis testing by using traditional method as well as P-value method on Minitab. 1. 1-sample sign test 2. 1-sample Wilcoxon test. 3. Wilcoxon test for paired data. 4. Mann-Whitney test. 5. Mood's median test. 6. Kruskal Wallis test. 7. Friedman test.Why enroll?Lean Six Sigma certification exams like IASSC Lean Six Sigma Green belt and IASSC Lean Six Sigma Black belt most of the time ask questions on Non-parametric hypothesis testing. In the ICGB exam, 8 to 9 questions are being asked, and similarly, in the ICBB exam, 13 to 14 questions are being asked on this topic so all those who are preparing for Lean Six Sigma certification exams like ICGB, ICBB can join this course because this course will help you in preparing for this difficult topic and then you can easily answer the questions based on Non-parametric hypothesis testing.If you want to expand your knowledge about hypothesis testing or want to learn Non-parametric testing then definitely you should join this course because Hypothesis testing has a wide range of applications in Research work, Business decision making, AI & ML, Lean Six Sigma, etc. While selecting hypothesis testing for any application it is important that you need to have the knowledge of Parametric as well as Non-parametric testing so that you can select accurate tests to analyze your data.
