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所在平台: Udemy |
课程主页: https://www.udemy.com/course/measurement-system-analysis-msa/
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课程名称：测量系统分析 (MSA) 专家（认证课程） 课程概述： 本课程旨在帮助学生理解并应用测量系统分析（MSA），是确保产品或服务质量的关键前提。课程顺利完成后，学生可申请质量专家公司（Quality Gurus Inc.）的认证考试，获得经过验证的认证，该认证无需额外费用，且可获得6.0个预批准的PMI PDUs和6.0个SHRM PDCs。此外，本课程由英国CPD集团认证，获得6.0个CPD积分（认证号：1016217）。 课程内容将从测量和测量系统的基本概念开始，具体包括： - 测量系统变异对质量的影响 - 测量系统分析的两类：数值数据的量具重复性/再现性（GRR）和离散数据的属性一致性分析 - 分辨率和辨别力 - 准确性与精密度的测量 - 精度测量的要素，包括重复性和再现性 - 类型1量具研究，包括进行条件、Minitab示例、基本统计、偏差、能力（Cg 和 Cgk）、百分比变异 - 使用运行图展示量具研究的结果 - 线性和偏差研究 - 量具重复性和再现性（GRR）方法，例如交叉法、平均与范围法、ANOVA方法、不同类别数量（NDC） - 对于破坏性测试的嵌套GRR - 属性一致性分析，涵盖名义和有序数据、Kappa值和Kendall和谐系数（KCC） 本课程为希望在质量管理领域中深入了解测量系统分析的专业人士提供了全面的知识基础。
Note: Students who complete this course can apply for the certification exam by Quality Gurus Inc. and achieve the Verified Certification from Quality Gurus Inc. It is optional, and there is no separate fee for it. Quality Gurus Inc. is the Authorized Training Partner (ATP # 6034) of the Project Management Institute (PMI®) and the official Recertification Partner of the Society for Human Resource Management (SHRM®)The verified certification from Quality Gurus Inc. provides you with 6.0 pre-approved PMI PDUs and 6.0 SHRM PDCs at no additional cost to you.This course is accredited by The CPD Group (UK). You are eligible to claim 6.0 CPDs for this course (Accreditation# 1016217)Before you take measurements to ensure the quality of a product or a service, you need to ensure that you have a good measurement system in place. The data collected using a bad measurement system will lead you to incorrect conclusions.This course will teach you about Measurement System Analysis (MSA), starting with the basics.The course starts with the basic concepts related to measurement and measurement systems. In this, you will learn:The effect of measurement system variation on the qualityTwo categories of Measurement System Analysis: Gage Repeatability/Reproducibility (for numeric data) and Attribute Agreement Analysis (for discrete data)Resolution and discriminationAccuracy and precisionMeasurements of accuracy: Bias, Linearity and StabilityMeasurements of precision: Repeatability and ReproducibilityType 1 Gage Study - Conditions for conducting, Minitab Example, Basic Statistics, Bias, Capability (Cg and Cgk), Percent Variation. In addition to interpreting the results, this section will explain some basic concepts, such as Hypothesis Testing and Process Capability.Run Chart - This will show the results of the gage study in an easy-to-understand graphical format.Linearity and Bias StudyGage Repeatability and Reproducibility (GRR) - Crossed - Range Method, Average and Range Method, ANOVA Method, Number of Distinct Categories (NDC). In addition to interpreting the results of the Crossed GRR Study, this section also covers a lecture to explain the basics of ANOVA.Gage Repeatability and Reproducibility (GRR) - Nested - For destructive tests. Attribute Agreement Analysis - for Nominal and Ordinal Data, Kappa Value and Kendall's Coefficient of Concordance (KCC)
