Acerca de este Curso

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Fechas límite flexibles
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Nivel intermedio
Aprox. 13 horas para completar
Inglés (English)

Qué aprenderás

  • By the end of this course, you will be able to:

  • Approach complex industrial and business research problems and address them through a rigorous, statistically sound experimental strategy

  • Use modern software to effectively plan experiments

  • Analyze the resulting data of an experiment, and communicate the results effectively to decision-makers.

Habilidades que obtendrás

statistical Methods for Process and Product improvementdesign of experimentsexperiment designdesigning experiments
Certificado para compartir
Obtén un certificado al finalizar
100 % en línea
Comienza de inmediato y aprende a tu propio ritmo.
Fechas límite flexibles
Restablece las fechas límite en función de tus horarios.
Nivel intermedio
Aprox. 13 horas para completar
Inglés (English)

ofrecido por

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Universidad del Estado de Arizona

Programa - Qué aprenderás en este curso

Semana
1

Semana 1

4 horas para completar

Unit 1: Getting Started and Introduction to Design and Analysis of Experiments

4 horas para completar
6 videos (Total 54 minutos), 6 lecturas, 2 cuestionarios
6 videos
Course Introduction4m
Specialization Overview2m
History of DOX17m
The Basic Principles of DOX11m
Factorial Designs with Several Factors14m
6 lecturas
Course Description10m
Course Textbook and Resources10m
Best Practices in Online Learning (or How to Succeed in This Class)10m
Course Project10m
Unit 1 Introduction10m
Introduction to course project10m
1 ejercicio de práctica
Concept Questions30m
Semana
2

Semana 2

4 horas para completar

Unit 2: Simple Comparative Experiments

4 horas para completar
9 videos (Total 96 minutos), 1 lectura, 3 cuestionarios
9 videos
The Hypothesis Testing Framework14m
Pooled t-test and Two-sample t-test12m
Pooled t-test and Two-sample t-test, pt 213m
Hypothesis Testing on Variances13m
Paired t-test10m
Portland Cement Data Example11m
Florescence Data Example4m
Hardness Testing Example5m
1 lectura
Unit 2 Introduction10m
2 ejercicios de práctica
Concept Questions30m
Exercise 130m
Semana
3

Semana 3

3 horas para completar

Unit 3: Experiments with a Single Factor - The Analysis of Variance

3 horas para completar
10 videos (Total 84 minutos), 1 lectura, 2 cuestionarios
10 videos
Models for the Data10m
ANOVA for Plasma Etching Experiment9m
Post-ANOVA Comparison of Means9m
Sample Size Determination7m
Examples of Single-Factor Experiments9m
The Random Effects Model8m
Example of Random Factor Experiment7m
Plasma Etching Example5m
Fabric Strength Example2m
1 lectura
Unit 3 Introduction: Experiments with a Singe Factor; the Analysis of Variance10m
2 ejercicios de práctica
Concept Questions30m
Exercise 230m
Semana
4

Semana 4

2 horas para completar

Unit 4: Randomized Blocks, Latin Squares, and Related Designs

2 horas para completar
6 videos (Total 52 minutos), 1 lectura, 2 cuestionarios
6 videos
Extension of the ANOVA to the RCBD7m
Example10m
Residual Analysis for the Vascular Graft Example9m
The Latin Square Design9m
Vascular Graft Example6m
1 lectura
Unit 4 Introduction: Randomized Blocks, Latin Squares, and Related Designs; techniques for handling nuisance factor is experiments10m
2 ejercicios de práctica
Concept Questions30m
Exercise 330m

Reseñas

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Acerca de Programa especializado: Diseño experimental

Diseño experimental

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