Zur Startseite gehen
0,00 €*
Cover: 9780387982151 | Model-Oriented Design of Experiments | Peter Hackl (u. a.) | Buch
Dekorationsartikel gehören nicht zum Leistungsumfang.
Model-Oriented Design of Experiments
Taschenbuch von Peter Hackl (u. a.)
Sprache: Englisch

106,99 €*

inkl. MwSt.

Versandkostenfrei per Post / DHL

Aktuell nicht verfügbar

Kategorien:
Beschreibung
These lecture notes are based on the theory of experimental design for courses given by Valerii Fedorov at a number of places, most recently at the University of Minnesota, the Vienna of University, and the University of Economics and Business Administra­ tion in Vienna. It was Peter Hackl's idea to publish these lecture notes and he took the lead in preparing and developing the text. The work continued longer than we expected, and we realized that a few thousand miles distance remains a serious hurdle even in the age of Internet and many electronic gadgets. While we mainly target graduate students in statistics, the book demands only a moderate background in calculus, matrix algebra and statistics. These are, to our knowledge, provided by almost any school in business and economics, natural sciences, or engineering. Therefore, we hope that the material may be easily understood by a relatively broad readership. The book does not try to teach recipes for the construction of experimental de­ signs. It rather aims at creating some understanding - and interest - in the problems and basic ideas of the theory of experimental design. Over the years, quite a number of books have been published on that subject with a varying degree of specialization. This book is organized in four chapters that layout in a rather compact form all.
These lecture notes are based on the theory of experimental design for courses given by Valerii Fedorov at a number of places, most recently at the University of Minnesota, the Vienna of University, and the University of Economics and Business Administra­ tion in Vienna. It was Peter Hackl's idea to publish these lecture notes and he took the lead in preparing and developing the text. The work continued longer than we expected, and we realized that a few thousand miles distance remains a serious hurdle even in the age of Internet and many electronic gadgets. While we mainly target graduate students in statistics, the book demands only a moderate background in calculus, matrix algebra and statistics. These are, to our knowledge, provided by almost any school in business and economics, natural sciences, or engineering. Therefore, we hope that the material may be easily understood by a relatively broad readership. The book does not try to teach recipes for the construction of experimental de­ signs. It rather aims at creating some understanding - and interest - in the problems and basic ideas of the theory of experimental design. Over the years, quite a number of books have been published on that subject with a varying degree of specialization. This book is organized in four chapters that layout in a rather compact form all.
Zusammenfassung
Experimental design is an area of interested to statisticians working in many applied areas. This monograph by two of the leading researchers in the area discussed the optimal design of experiments. It assumes only a moderate background in calculus and statistics, and will of of interest to graduate students and researchers.
Inhaltsverzeichnis
1 Some Facts From Regression Analysis.- 1.1 The Linear Model.- 1.2 More about the Information Matrix.- 1.3 Generalized Versions of the Linear Regression Model.- 1.4 Nonlinear Models.- 2 Convex Design Theory.- 2.1 Optimality Criteria.- 2.2 Some Properties of Optimality Criteria.- 2.3 Continuous Optimal Designs.- 2.4 The Sensitivity Function and Equivalence Theorems.- 2.5 Some Examples.- 2.6 Complements.- 3 Numerical Techniques.- 3.1 First Order Algorithm:D-criterion.- 3.2 First Order Algorithm: The General Case.- 3.3 Finite Sample Size.- 4 Optimal Design under Constraints.- 4.1 Cost Constraints.- 4.2 Constraints for Auxiliary Criteria.- 4.3 Directly Constrained Design Measures.- 5 Special Cases and Applications.- 5.1 Designs for Time-Dependent Models.- 5.2 Regression Models with Random Parameters.- 5.3 Mixed Models and Correlated Observations.- 5.4 Design for "Contaminated" Models.- 5.5 Model Discrimination.- 5.6 Nonlinear Regression.- 5.7 Design in Functional. Spaces.- A Some Results from Matrix Algebra.- B List of Symbols.- References.
Details
Erscheinungsjahr: 1997
Fachbereich: Allgemeines
Genre: Mathematik
Rubrik: Naturwissenschaften & Technik
Medium: Taschenbuch
Reihe: Lecture Notes in Statistics
Inhalt: viii
132 S.
ISBN-13: 9780387982151
ISBN-10: 0387982159
Sprache: Englisch
Ausstattung / Beilage: Paperback
Einband: Kartoniert / Broschiert
Autor: Hackl, Peter
Fedorov, Valerii V.
Hersteller: Springer New York
Springer US, New York, N.Y.
Lecture Notes in Statistics
Maße: 235 x 155 x 8 mm
Von/Mit: Peter Hackl (u. a.)
Erscheinungsdatum: 20.06.1997
Gewicht: 0,213 kg
Artikel-ID: 104858968
Zusammenfassung
Experimental design is an area of interested to statisticians working in many applied areas. This monograph by two of the leading researchers in the area discussed the optimal design of experiments. It assumes only a moderate background in calculus and statistics, and will of of interest to graduate students and researchers.
Inhaltsverzeichnis
1 Some Facts From Regression Analysis.- 1.1 The Linear Model.- 1.2 More about the Information Matrix.- 1.3 Generalized Versions of the Linear Regression Model.- 1.4 Nonlinear Models.- 2 Convex Design Theory.- 2.1 Optimality Criteria.- 2.2 Some Properties of Optimality Criteria.- 2.3 Continuous Optimal Designs.- 2.4 The Sensitivity Function and Equivalence Theorems.- 2.5 Some Examples.- 2.6 Complements.- 3 Numerical Techniques.- 3.1 First Order Algorithm:D-criterion.- 3.2 First Order Algorithm: The General Case.- 3.3 Finite Sample Size.- 4 Optimal Design under Constraints.- 4.1 Cost Constraints.- 4.2 Constraints for Auxiliary Criteria.- 4.3 Directly Constrained Design Measures.- 5 Special Cases and Applications.- 5.1 Designs for Time-Dependent Models.- 5.2 Regression Models with Random Parameters.- 5.3 Mixed Models and Correlated Observations.- 5.4 Design for "Contaminated" Models.- 5.5 Model Discrimination.- 5.6 Nonlinear Regression.- 5.7 Design in Functional. Spaces.- A Some Results from Matrix Algebra.- B List of Symbols.- References.
Details
Erscheinungsjahr: 1997
Fachbereich: Allgemeines
Genre: Mathematik
Rubrik: Naturwissenschaften & Technik
Medium: Taschenbuch
Reihe: Lecture Notes in Statistics
Inhalt: viii
132 S.
ISBN-13: 9780387982151
ISBN-10: 0387982159
Sprache: Englisch
Ausstattung / Beilage: Paperback
Einband: Kartoniert / Broschiert
Autor: Hackl, Peter
Fedorov, Valerii V.
Hersteller: Springer New York
Springer US, New York, N.Y.
Lecture Notes in Statistics
Maße: 235 x 155 x 8 mm
Von/Mit: Peter Hackl (u. a.)
Erscheinungsdatum: 20.06.1997
Gewicht: 0,213 kg
Artikel-ID: 104858968
Warnhinweis

Ähnliche Produkte

Ähnliche Produkte

Buch
Cover: 9780387966526 | Singularities and Groups in Bifurcation Theory | Volume II | Buch
Singularities and Groups in Bifurcation Theory
Volume II
EAN: 9780387966526
Sprache: Englisch
Von/Mit: Martin Golubitsky (u. a.)

192,59 €*

Aktuell nicht verfügbar

Taschenbuch
Cover: 9783834809711 | Das Mathematikbuch als Instrument des Schülers | Sebastian Rezat | xx
Das Mathematikbuch als Instrument des Schülers
Eine Studie zur Schulbuchnutzung in den Sekundarstufen
EAN: 9783834809711
Sprache: Deutsch
Von/Mit: Sebastian Rezat

74,99 €*

Aktuell nicht verfügbar

Buch
Cover: 9780387943770 | Differential Equations: A Dynamical Systems Approach | West (u. a.)
Differential Equations: A Dynamical Systems Approach
Higher-Dimensional Systems
EAN: 9780387943770
Sprache: Englisch
Von/Mit: Beverly H. West (u. a.)

171,19 €*

Aktuell nicht verfügbar

Taschenbuch
Cover: 9781614274728 | Lectures on Boolean Algebras | Paul R. Halmos | Taschenbuch | Englisch
Lectures on Boolean Algebras
EAN: 9781614274728
Sprache: Englisch
Von/Mit: Paul R. Halmos

19,60 €*

Aktuell nicht verfügbar

Buch
Cover: 9780387945187 | Computational Economics and Finance | Hal R. Varian | Buch | XIV
Computational Economics and Finance
Modeling and Analysis with Mathematica®
EAN: 9780387945187
Von/Mit: Hal R. Varian

117,69 €*

Aktuell nicht verfügbar

Taschenbuch
Cover: 9783319801230 | Rigid Geometry of Curves and Their Jacobians | Werner Lütkebohmert
Rigid Geometry of Curves and Their Jacobians
EAN: 9783319801230
Sprache: Englisch
Von/Mit: Werner Lütkebohmert

149,79 €*

Aktuell nicht verfügbar

Buch
Cover: 9781119583042 | Applied Univariate, Bivariate, and Multivariate Statistics | Denis
Applied Univariate, Bivariate, and Multivariate Statistics
Understanding Statistics for Social and Natural Scientists, with Applications in SPSS and R
EAN: 9781119583042
Sprache: Englisch
Von/Mit: Daniel J Denis

136,50 €*

Aktuell nicht verfügbar

Buch
Cover: 9781119714903 | Modern Industrial Statistics, Third Edition | Ron S. Kenett | Buch
Modern Industrial Statistics
With Applications in R, Minitab, and Jmp
EAN: 9781119714903
Sprache: Englisch
Von/Mit: Ron S Kenett (u. a.)

120,50 €*

Aktuell nicht verfügbar

Taschenbuch
Cover: 9783031141775 | Practice-Oriented Research in Tertiary Mathematics Education | Buch
Practice-Oriented Research in Tertiary Mathematics Education
EAN: 9783031141775
Sprache: Englisch
Von/Mit: Rolf Biehler (u. a.)

192,59 €*

Aktuell nicht verfügbar

Diese Website verwendet Cookies, um eine bestmögliche Erfahrung bieten zu können. Mehr Informationen ...