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所在平台: Coursera |
课程主页: https://www.coursera.org/learn/introduction-experimental-design-basics
课程评论：没有评论
课程名称：实验设计基础 概述：本课程是关于实验设计和结果数据分析的基础课程。课程目标是学习如何有效地计划、设计和实施实验，并分析产生的数据以获得客观结论。课程将讨论设计和统计分析问题。在当今的工业和商业环境中，课程内容在各个领域都有应用机会。课程期间将通过实例来说明来自不同领域的应用。将使用计算机软件包（如 JMP、Design-Expert 和 Minitab）来实施所呈现的方法，并进行广泛的演示。所有实验都属于设计实验，其中一些设计不佳，另一些设计良好。良好的实验设计能使您以更快、更简单且更少的资源获取可靠、有效的结果。您将在本课程中学习如何高效地规划、实施和分析实验。 课程大纲： - 单元1：开始和实验设计与分析简介 - 单元2：简单比较实验 - 单元3：单因素实验 - 方差分析 - 单元4：随机区组、拉丁方和相关设计 - 单元5：项目 该课程为学习实验设计的基本原则和方法提供了全面的框架，适合各行各业的学习者。
Name:Unit 1: Getting Started and Introduction to Design and Analysis of Experiments
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Name:Unit 2: Simple Comparative Experiments
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Name:Unit 3: Experiments with a Single Factor - The Analysis of Variance
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Name:Unit 4: Randomized Blocks, Latin Squares, and Related Designs
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Name:Unit 5: Project
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This is a basic course in designing experiments and analyzing the resulting data. The course objective is to learn how to plan, design and conduct experiments efficiently and effectively, and analyze the resulting data to obtain objective conclusions. Both design and statistical analysis issues are discussed. Opportunities to use the principles taught in the course arise in all aspects of today’s industrial and business environment. Applications from various fields will be illustrated throughout the course. Computer software packages (JMP, Design-Expert, Minitab) will be used to implement the methods presented and will be illustrated extensively. All experiments are designed experiments; some of them are poorly designed, and others are well-designed. Well-designed experiments allow you to obtain reliable, valid results faster, easier, and with fewer resources than with poorly-designed experiments. You will learn how to plan, conduct and analyze experiments efficiently in this course.
