Acerca de este Curso

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Inglés (English)
Subtítulos: Inglés (English)
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)
Subtítulos: Inglés (English)

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Universidad del Estado de Arizona

Programa - Qué aprenderás en este curso

Semana
1

Semana 1

5 horas para completar

Unit 1: Additional Design and Analysis Topics for Factorial and Fractional Factorial Designs

5 horas para completar
12 videos (Total 125 minutos), 4 lecturas, 3 cuestionarios
12 videos
Course Introduction 4m
More About Factorial and Fractional Factorial Designs15m
The 3^3 Design11m
The 3^k Factorial Design13m
Confounding17m
Fractional Replication of the 3^k Factorial Design11m
Factorials with Mixed Levels6m
Nonregular Fractional Factorial Designs14m
Use of an Optimal Design Tool17m
Syrup Loss Example4m
Unusual Blocking Example4m
4 lecturas
Course Description10m
Course Textbook and Resources10m
Best Practices in Online Learning (or How to Succeed in This Class)10m
Unit 1: Introduction10m
2 ejercicios de práctica
Unit 1: Concept Questions30m
Exercise 130m
Semana
2

Semana 2

2 horas para completar

Unit 2: Regression Models

2 horas para completar
7 videos (Total 98 minutos), 1 lectura, 2 cuestionarios
7 videos
Properties of the Estimators10m
Regression Analysis of a 2^3 Factorial Design14m
Hypothesis Testing in Multiple Regression21m
Confidence Intervals in Multiple Regression18m
Regression Model Diagnostics12m
Viscosity Example4m
1 lectura
Unit 2: Introduction10m
2 ejercicios de práctica
Unit 2: Concept Questions
Exercise 230m
Semana
3

Semana 3

4 horas para completar

Unit 3: Response Surface Methods and Designs

4 horas para completar
14 videos (Total 178 minutos), 1 lectura, 2 cuestionarios
14 videos
The Method of Steepest Ascent15m
Second-Order Models in RSM11m
Ridge Systems11m
Multiple Responses14m
Experimental Designs for Fitting Response Surfaces18m
Blocking in a Second-Order Design15m
The Adhesive Pull-Off Force Experiment9m
General Structure of a Definitive Screening Design with m Factors9m
Experiments with Computer Models16m
Mixture Experiments15m
Constraints10m
Chemical Process Example13m
Paint Formulation Example7m
1 lectura
Unit 3: Introduction10m
2 ejercicios de práctica
Unit 3: Concept Questions30m
Exercise 330m
Semana
4

Semana 4

2 horas para completar

Unit 4: Robust Parameter Design and Process Robustness Studies

2 horas para completar
4 videos (Total 39 minutos), 1 lectura, 2 cuestionarios
4 videos
Analysis of the Crossed Array Design5m
Combined Array Designs and the Response Model Approach13m
Semiconductor Manufacturing Example7m
1 lectura
Unit 4: Introduction10m
2 ejercicios de práctica
Unit 4: Concept Questions30m
Exercise 430m

Reseñas

Principales reseñas sobre RESPONSE SURFACES, MIXTURES, AND MODEL BUILDING

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Acerca de Programa especializado: Diseño experimental

Learn modern experimental strategy, including factorial and fractional factorial experimental designs, designs for screening many factors, designs for optimization experiments, and designs for complex experiments such as those with hard-to-change factors and unusual responses. There is thorough coverage of modern data analysis techniques for experimental design, including software. Applications include electronics and semiconductors, automotive and aerospace, chemical and process industries, pharmaceutical and bio-pharm, medical devices, and many others. You can see an overview of the specialization from Dr. Montgomery here....
Diseño experimental

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