К содержимому
learnspaceYOUR NEXT CHAPTER
ПРОСТРАНСТВО ОБУЧЕНИЯ
ГлавнаяКаталог курсовМоё обучениеCoursera

Знания без границ

Учитесь у лучших университетов и компаний мира.

Открыть Coursera
Интеграция
Пространство университета
Моё пространствоСтраница курса
↵
ЯЛичный кабинетСтудент
© 2026 LearnSpaceКаждый день — возможность узнать больше.Помощь
Measurement Systems Analysis · LearnSpace
Назад в каталог
courseraАнализ данных

Measurement Systems Analysis

Курс от University of Colorado Boulder
Средний≈ 16.9 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

In this course, you will learn to analyze measurement systems for process stability and capability and why having a stable measurement process is imperative prior to performing any statistical analysis. You will analyze continuous measurement systems and statistically characterize both accuracy and precision using R software. You will perform measurement systems analysis for potential, short-term and long-term statistical control and capability. Additionally, you will learn how to assess a discrete measurement and perform analyses for internal consistency, concordance between assessors, and concordance with a standard. Finally, you will learn how to make decisions on measurement systems process improvement. This specialization can be taken for academic credit as part of CU Boulder’s Master of Science in Data Science (MS-DS) degree offered on the Coursera platform. The MS-DS is an interdisciplinary degree that brings together faculty from CU Boulder’s departments of Applied Mathematics, Computer Science, Information Science, and others. With performance-based admissions and no application process, the MS-DS is ideal for individuals with a broad range of undergraduate education and/or professional experience in computer science, information science, mathematics, and statistics. Learn more about the MS-DS program at https://www.coursera.org/degrees/master-of-science-data-science-boulder.

Навыки, которые вы освоите

Statistical AnalysisStatistical Hypothesis TestingSystems Of MeasurementCorrelation AnalysisStatistical MethodsDescriptive StatisticsData QualityR ProgrammingData AnalysisProbability & StatisticsR (Software)Statistical SoftwareAnalysisStatistical VisualizationVerification And Validation

Программа курса

5 модулей · 72 учебных материалов

01Correlation and Association 15 материалов

Introduction to Correlation and Association

Course Updates and Accessibility SupportЧтениеEarn Academic Credit for your Work!ЧтениеCourse SupportЧтениеIntroduce Yourself!Обсуждение

Measures of Relationship

Учитесь у экспертов

Wendy Martin

W. Edwards Deming Professor of Management

Measurement Systems Analysis
В каталоге вашей программы

Инвестируйте в себя

Новые знания — в удобное для вас время.

Начать на Coursera

Обучение откроется на Coursera
в новой вкладке

Обучение на Coursera

≈ 16.9 ч

5 модулей

Язык: Английский

Субтитры: Арабский, Французский, Итальянский, Бразильский португальский, Корейский, Немецкий, Испанский, Японский

Часть программы вашего университета
Introduction to Correlation and AssociationВидео

Correlation for Two Continuous Variables

The Coefficient of CorrelationВидеоCalculating the Coefficient of CorrelationВидеоThe One Sample t Test for Correlation ВидеоFisher’s Z Test for CorrelationВидео

Correlation for Two Ordinal Variables

Spearman’s Rank-Order CorrelationВидео

Association for One Nominal, One Continuous Variable

The Point Biserial CorrelationВидео

Association for Two Nominal Variables

Measures of AssociationВидеоCalculating Measures of AssociationВидео

Discussion: Correlation and Association

Correlation and AssociationОбсуждение

Assessment: Correlation and Association

Correlation and AssociationЗадание
02The One Way Analysis of Variance (ANOVA) for Fixed and Random Effects18 материалов

Introduction to the One Way Analysis of Variance

Introduction to the Analysis of VarianceВидеоANOVA PrinciplesВидео

One Way ANOVA for Means, Fixed Efffects

One Way ANOVA for MeansВидеоThe ANOVA Source TableВидеоPerform an ANOVA in RStudioВидеоWelch's ANOVA for Unequal VarianceВидеоData Visualization for ANOVAВидеоStatistical ImportanceВидео

One Way ANOVA for Dispersion, Fixed Efffects

One Way ANOVA for DispersionВидео

Post Hoc Analysis

Post Hoc Analysis - Tukey HSDВидеоPost Hoc Analysis - Games and HowellВидео

Procedure for the One Way ANOVA

Roadmap for the One Way ANOVAВидеоRoadmap for the One Way ANOVAВидео

One Way ANOVA Random Efffects

One Way ANOVA - Random EffectsВидеоOne Way ANOVA - Random EffectsВидео

Discussion: One Way ANOVA for Fixed and Random Effects

One Way ANOVA for Fixed and Random EffectsОбсуждение

Assessment: One Way ANOVA for Fixed and Random Effects

One Way ANOVA for Fixed EffectsЗаданиеOne Way ANOVA for Random EffectsЗадание
03Introduction to Measurement Systems Analysis for Continuous Data, Potential Studies for Continuous Data13 материалов

Introduction Measurement Systems Analysis

Introduction to Continuous MSAВидеоMeasurement Systems CapabilityВидеоGuidelines for Continuous MSAВидео

Using ANOVA to Estimate Variation

Sources of VariationВидеоTwo Way Random Effects ANOVAВидеоEstimating Variance from Mean SquaresВидео

Assessing Measurement System Variation

The Components of Variance ВидеоStudy Variation and DiscriminationВидео

Visualizing and Interpreting Results

Data VisualizationsВидеоData VisualizationsВидеоInterpreting Results Видео

Discussions: Measurement Systems Analysis and Potential Studies

Measurement Systems Analysis and Potential StudiesОбсуждение

Assessment: Measurement Systems Analysis and Potential Studies

Measurement Systems Analysis and Potential StudiesЗадание
04Short Term and Long Term Studies for Continuous Data10 материалов

Short Term Measurement Systems Analysis

Short Term Measurement Systems AnalysisВидеоTesting Assumptions, Evaluating ControlВидеоMeasurement Error versus Part SizeВидеоShort Term AnalysisВидео

Long Term Measurement Systems Analysis

Long Term Measurement Systems AnalysisВидеоEvaluating ControlВидеоMeasurement Error versus Part SizeВидео

Discussion: Short and Long Term Measurement Systems Analysis

Short and Long Term Measurement Systems AnalysisОбсуждение

Assessment: Short and Long Term Measurement Systems Analysis

Short Term Measurement Systems AnalysisЗаданиеLong Term Measurement Systems AnalysisЗадание
05Measurement Systems Analysis for Discrete Data16 материалов

Introduction to Discrete Measurement Systems Analysis

Discrete MSA Terms and DefinitionsВидеоAgreement vs DisagreementВидео

Measuring Agreement

The Kappa StatisticВидеоKappa vs Kappa MaxВидеоInterpreting Kappa MaxВидео

Setting up the Study

Discrete MSA Procedure Part 1ВидеоDiscrete MSA Procedure Part 2Видео

Analysis for Two Appraisers, Two Categories

Concordance - 2 Appraisers, 2 CategoriesВидеоInternal ConsistencyВидео

Analysis for Two Appraisers, More than Two Categories

Concordance - More Than Two CategoriesВидеоPost Hoc Analysis - More Than Two CategoriesВидеоInternal Consistency - More Than Two CategoriesВидео

Assessing Agreement with a Standard

Validity - Agrement with a StandardВидео

Analysis for More than Two Appraisers

More Than 2 AppraisersВидео

Discussion: Discrete Measurement Systems Analysis

Discrete Measurement Systems AnalysisОбсуждение

Assessment: Discrete Measurement Systems Analysis

Discrete Measurement Systems AnalysisЗадание