Graphical methods for the design of experiments:
"Graphical Methods for the Design of Experiments presents a strategic view of the planning of experiments, and provides a number of graphical tools that are useful for justifying the effort required for experimentation, for identifying variables and candidate statistical models, for selecting t...
Saved in:
| Main Author: | |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
New York [u.a.]
Springer
1999
|
| Series: | Lecture notes in statistics
143 |
| Subjects: | |
| Online Access: | Inhaltsverzeichnis |
| Summary: | "Graphical Methods for the Design of Experiments presents a strategic view of the planning of experiments, and provides a number of graphical tools that are useful for justifying the effort required for experimentation, for identifying variables and candidate statistical models, for selecting the set of run conditions, and for assessing the quality of the design."--BOOK JACKET. |
| Physical Description: | X, 193 S. Ill., graph. Darst. |
| ISBN: | 0387947507 |
Staff View
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Record in the Search Index
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| adam_text |
RUSSELL R. BARTON GRAPHICAL METHODS FOR THE DESIGN OF EXPERIMENTS
SPRINGER CONTENTS PREFACE V 1 INTRODUCTION 1 THEROLEOF EXPERIMENT DESIGN
IN STATISTICAL METHODOLOGY 2 THE FIVE MAIN STEPS IN THE DESIGN OF AN
EXPERIMENT 12 SUMMARY OF TOPICS 14 THE VIDEODISK PRESSING EXAMPLE 14
STUDY QUESTIONS 16 2 PLANNING FOR A DESIGNED EXPERIMENT 17 GOAL
HIERARCHY PLOTS 18 INDIVIDUAL EXPERIMENT GOALS AND FORM OF THE
STATISTICAL MODEL 20 EXPERIMENT GOALS: OTHER ASPECTS 30 KEY TERMS IN
EXPERIMENT DESIGN 31 IDENTIFYING AND CLASSIFYING VARIABLES 32 CHOOSING A
MODEL: A PRIORI MAIN EFFECT AND INTERACTION PLOTS 44 SUMMARY 50 STUDY
QUESTIONS 51 3 DESIGN-PLOTS FOR FACTORIAL AND FRACTIONAL-FACTORIAL
DESIGNS 55 FACTORIAL DESIGNS 57 GRAPHICAL PRESENTATION OF FACTORIAL
DESIGNS 58 FACTORIAL DESIGNS AND CORRESPONDING REGRESSION MODEIS 62
GRAPHICAL PROJECTIONS AND THE NOTION OF EFFECT SPARSITY 63 CONFOUNDING
IN FRACTIONAL-FACTORIAL DESIGNS 68 GEOMETRIE PATTERNS OF CONFOUNDING
RELATIONS 74 DESIGN-PLOTS FOR OTHER DESIGNS 80 STUDY QUESTIONS 90 X
CONTENTS 4 DESIGNING EXPERIMENTS GRAPHICALLY 93 CONSTRUCTING TWO-LEVEL
FRACTIONAL-FACTORIAL DESIGNS 94 DESIGNING FRACTIONAL-FACTORIAL
EXPERIMENTS WITH THREE OR MORE LEVELS 103 VIDEODISK PRESSING EXAMPLE . .
R 110 GRAPHICAL DESIGN OF MIXTUREL EXPERIMENTS 113 GRAPHICAL DESIGNS
FOR BLOCKING AND NESTED EFFECTS 115 CONFOUNDING GRAPHS 123 EXPERIMENT
DESIGNS FOR ROBUST DESIGN 125 DESIGNING PILOT EXPERIMENTS 128 STUDY
QUESTIONS 129 5 ASSESSING EXPERIMENT DESIGNS 133 A VIDEODISK EXPERIMENT
DESIGN 134 NUMERICAL MEASURES FOR DESIGN ASSESSMENT 138 DESIGN
ASSESSMENT AND 'OPTIMAL' DESIGNS 142 GRAPHICAL METHODS FOR ASSESSING
CONFOUNDING IN REGULAER 2 K ' P DESIGNS 142 PREDICTION ERROR PLOTS 144
DESIGNS FOR A MANUFACTURING SIMULATION STUDY 147 SHADED-BLOCK MATRIX
PLOTS . . 149 PARALLEL COORDINATE PLOTS 153 A MODEL WITH DEPENDENT
RANDOM PERTURBATIONS 156 STUDY QUESTIONS 158 6 PRESENTING RESULTS
GRAPHICALLY 161 TRADITIONAL GRAPHICAL DISPLAYS OF EXPERIMENTAL RESULTS
162 RESPONSE-SCALED DESIGN-PLOTS 170 CONSTRUCTING A RESPONSE-SCALED
DESIGN-PLOT 171 INTERPRETING RESPONSE-SCALED DESIGN-PLOTS 172
RESPONSE-SCALED DESIGN-PLOTS AND ROBUST DESIGN 174 MODEL-FREE
INTERPRETATION OF EXPERIMENTAL RESULTS 178 STUDY QUESTIONS 180 INDEX 183
BIBLIOGRAPHY 187 |
| any_adam_object | 1 |
| author | Barton, Russell R. |
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| dewey-sort | 11.4 234 |
| dewey-tens | 000 - Computer science, information, general works |
| discipline | Allgemeines Mathematik |
| format | Book |
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| id | DE-604.BV012813046 |
| illustrated | Illustrated |
| indexdate | 2024-11-19T15:04:58Z |
| institution | BVB |
| isbn | 0387947507 |
| language | English |
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| physical | X, 193 S. Ill., graph. Darst. |
| publishDate | 1999 |
| publishDateSearch | 1999 |
| publishDateSort | 1999 |
| publisher | Springer |
| record_format | marc |
| series | Lecture notes in statistics |
| series2 | Lecture notes in statistics |
| spelling | Barton, Russell R. Verfasser (DE-588)1068118318 aut Graphical methods for the design of experiments Russell R. Barton New York [u.a.] Springer 1999 X, 193 S. Ill., graph. Darst. txt rdacontent n rdamedia nc rdacarrier Lecture notes in statistics 143 "Graphical Methods for the Design of Experiments presents a strategic view of the planning of experiments, and provides a number of graphical tools that are useful for justifying the effort required for experimentation, for identifying variables and candidate statistical models, for selecting the set of run conditions, and for assessing the quality of the design."--BOOK JACKET. Experimenteel ontwerp gtt Plan d'expérience - Méthodes graphiques Plan d'expérience ram Experimental design Graphic methods Research Design Grafische Darstellung (DE-588)4129552-3 gnd rswk-swf Versuchsplanung (DE-588)4078859-3 gnd rswk-swf Versuchsplanung (DE-588)4078859-3 s Grafische Darstellung (DE-588)4129552-3 s DE-604 Lecture notes in statistics 143 (DE-604)BV002447846 143 GBV Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=008715462&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Barton, Russell R. Graphical methods for the design of experiments Lecture notes in statistics Experimenteel ontwerp gtt Plan d'expérience - Méthodes graphiques Plan d'expérience ram Experimental design Graphic methods Research Design Grafische Darstellung (DE-588)4129552-3 gnd Versuchsplanung (DE-588)4078859-3 gnd |
| subject_GND | (DE-588)4129552-3 (DE-588)4078859-3 |
| title | Graphical methods for the design of experiments |
| title_auth | Graphical methods for the design of experiments |
| title_exact_search | Graphical methods for the design of experiments |
| title_full | Graphical methods for the design of experiments Russell R. Barton |
| title_fullStr | Graphical methods for the design of experiments Russell R. Barton |
| title_full_unstemmed | Graphical methods for the design of experiments Russell R. Barton |
| title_short | Graphical methods for the design of experiments |
| title_sort | graphical methods for the design of experiments |
| topic | Experimenteel ontwerp gtt Plan d'expérience - Méthodes graphiques Plan d'expérience ram Experimental design Graphic methods Research Design Grafische Darstellung (DE-588)4129552-3 gnd Versuchsplanung (DE-588)4078859-3 gnd |
| topic_facet | Experimenteel ontwerp Plan d'expérience - Méthodes graphiques Plan d'expérience Experimental design Graphic methods Research Design Grafische Darstellung Versuchsplanung |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=008715462&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| volume_link | (DE-604)BV002447846 |
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