Design and Analysis of Experiments

• Κύριοι συγγραφείς: Dean, Angela (Συγγραφέας), Voss, Daniel (Συγγραφέας), Draguljić, Danel (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2017.
• Έκδοση: 2nd ed. 2017.
• Σειρά: Springer Texts in Statistics,
• Θέματα: Statistics.; Probabilities.; Statistical Theory and Methods.; Probability Theory and Stochastic Processes.; Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences.

This textbook takes a strategic approach to the broad-reaching subject of experimental design by identifying the objectives behind an experiment and teaching practical considerations that govern design and implementation, concepts that serve as the basis for the analytical techniques covered. Rather...

Πίνακας περιεχομένων:

• Principles and Techniques
• Planning Experiments
• Designs With One Source of Variation
• Inferences for Contrasts and Treatment Means
• Checking Model Assumptions
• Experiments With Two Crossed Treatment Factors
• Several Crossed Treatment Factors
• Polynomial Regression
• Analysis of Covariance
• Complete Block Designs
• Incomplete Block Designs
• Designs With Two Blocking Factors
• Confounded Two-Level Factorial Experiments
• Confounding in General Factorial Experiments
• Fractional Factorial Experiments
• Response Surface Methodology
• Random Effects and Variance Components
• Nested Models
• Split-Plot Designs.