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所在平台: Udemy |
课程主页: https://www.udemy.com/course/design-and-analysis-of-experiments-part-1/
课程评论：没有评论
课程名称：实验设计与分析 - 第一部分 课程概述： 本课程旨在教授科学研究和工程领域中进行实验设计和数据统计分析的基础知识。课程将从概率和抽样分布的介绍开始，深入探讨假设检验和方差分析等核心概念，然后重点讲解单因素实验的设计。最后，课程还将阐述通用析因设计和两水平析因设计。 学完本课程后，您将能够： * 规划和执行实验 * 对实验数据进行统计分析 * 基于分析结果得出有效的结论 课程后续（第二部分，即将推出）将涵盖更高级的实验设计概念以及统计软件在实验分析中的应用。
Investigators perform experiments in virtually all fields of inquiry, usually to discover something about a particular process or system. In this course, you will learn the basic concepts of experimental design, and the statistical analysis of data. The course begins by introducing different probability and sampling distributions. The fundamental concepts of hypothesis testing and analysis of variance are discussed before starting designing of single factor experiments. The general factorial design and the two-level factorial designs are explained at the end. On completion of the course, you would be able to plan and conduct experiments, and analyze the resulting data so that valid conclusions can be drawn. The second part of the course ( to be launched soon) will focus on advanced concepts of experimental design, and the application of statistical software in the field.
