Cover -- Half Title -- Title Page -- Copyright Page -- Dedication -- Table of Contents -- List of Figures -- List of Tables -- Preface -- Author Bios -- 1: Strategies for Experimentation with Multiple Factors -- 1.1 Introduction -- 1.2 Some Definitions -- 1.3 Classical Versus Statistical Approaches...

Ausführliche Beschreibung

Bibliographische Detailangaben

1. Verfasser:	Lawson, John 1947- (VerfasserIn)
Format:	Elektronisch E-Book
Sprache:	English
Veröffentlicht:	Boca Raton ; London ; New York CRC Press 2017
Schlagworte:	Datenanalyse Versuchsplanung Ingenieurwissenschaften Experiment Statistik Electronic books
Online-Zugang:	BTU01 FWS01 FWS02
Zusammenfassung:	Cover -- Half Title -- Title Page -- Copyright Page -- Dedication -- Table of Contents -- List of Figures -- List of Tables -- Preface -- Author Bios -- 1: Strategies for Experimentation with Multiple Factors -- 1.1 Introduction -- 1.2 Some Definitions -- 1.3 Classical Versus Statistical Approaches to Experimentation -- 1.4 Why Experiment? (Analysis of Historical Data) -- 1.5 Diagnosing the Experimental Environment -- 1.6 Example of a Complete Experimental Program -- 1.6.1 Chemical Process System -- 1.6.2 Step One: Screening 1.6.3 Step Two: Crude Optimization -- 1.6.4 Step Three: Final Optimization -- 1.7 Good Design Requirements -- 1.8 Summary -- 1.8.1 Important Terms and Concepts -- 2: Statistics and Probability -- 2.1 Introduction -- 2.2 Graphical and Numerical Summaries of a Single Response-Variable -- 2.2.1 Dot Diagrams -- 2.2.2 Sample Mean, Variance, and Standard Deviation -- 2.2.3 Histograms -- 2.2.4 Five-Number Summaries and Boxplots -- 2.3 Graphical and Numerical Summaries of the Relation Between Variables -- 2.4 What to Expect from Theory 2.4.1 Probability Density Functions and Probability -- 2.4.2 Expected Values, Variance, and Standard Deviation -- 2.4.3 Normal Distribution -- 2.4.4 Central Limit Theorem and Distribution of Sample Means -- 2.5 Using Theory to Help Interpret Experimental Data -- 2.5.1 Comparing the Mean of Experimental Results to a Standard -- 2.5.2 Comparing the Means of Two Experimental Conditions -- 2.5.3 Comparing the Means of Several Experimental Conditions -- 2.5.4 Comparing Observed Data to the Normal Distribution -- 2.6 Summary -- 2.6.1 Important Equations
Beschreibung:	Description based upon print version of record
Beschreibung:	1 Online-Ressource (xxv, 418 Seiten) Illustrationen, Diagramme
ISBN:	9781315374529 9781466512184