A Comprehensive Guide to Factorial Two-Level Experimentation

Factorial designs enable researchers to experiment with many factors. The 50 published examples re-analyzed in this guide attest to the prolific use of two-level factorial designs. As a testimony to this universal applicability, the examples come from diverse fields: Analytical Chemistry Animal Scie...

Πλήρης περιγραφή

Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριος συγγραφέας: Mee, Robert (Συγγραφέας)
Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
Γλώσσα:English
Έκδοση: New York, NY : Springer New York, 2009.
Θέματα:
Διαθέσιμο Online:Full Text via HEAL-Link
Πίνακας περιεχομένων:
  • Full Factorial Designs
  • to Full Factorial Designs with Two-Level Factors
  • Analysis of Full Factorial Experiments
  • Common Randomization Restrictions
  • More Full Factorial Design Examples
  • Fractional Factorial Designs
  • Fractional Factorial Designs: The Basics
  • Fractional Factorial Designs for Estimating Main Effects
  • Designs for Estimating Main Effects and Some Two-Factor Interactions
  • Resolution V Fractional Factorial Designs
  • Augmenting Fractional Factorial Designs
  • Fractional Factorial Designs with Randomization Restrictions
  • More Fractional Factorial Design Examples
  • Additional Topics
  • Response Surface Methods and Second-Order Designs
  • Special Topics Regarding the Design
  • Special Topics Regarding the Analysis
  • Appendices and Tables
  • Upper Percentiles of t Distributions, t
  • Upper Percentiles of F Distributions, F
  • Upper Percentiles for Lenth t Statistics, and
  • Computing Upper Percentiles for Maximum Studentized Residual
  • Orthogonal Blocking for Full 2 Factorial Designs
  • Column Labels of Generators for Regular Fractional Factorial Designs
  • Tables of Minimum Aberration Regular Fractional Factorial Designs
  • Minimum Aberration Blocking Schemes for Fractional Factorial Designs
  • Alias Matrix Derivation
  • Distinguishing Among Fractional Factorial Designs.