MODA 5 - advances in model oriented data analysis and experimental design: proceedings of the 5th international workshop in Marseilles, France, June 22 - 26, 1998
Gespeichert in:
| Körperschaft: | |
|---|---|
| Format: | Tagungsbericht Buch |
| Sprache: | English |
| Veröffentlicht: |
Heidelberg ; New York
Physica-Verl.
1998
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| Schriftenreihe: | Contributions to statistics
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| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | XIV, 300 S. graph. Darst. |
| ISBN: | 3790811114 |
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| adam_text | ANTHONY C. ATKINSON, LUC PRONZATO, HENRY P. WYNN (EDS.) MODA 5 -
ADVANCES IN MODEL- ORIENTED DATA ANALYSIS AND EXPERIMENTAL DESIGN
PROCEEDINGS OF THE 5TH INTERNATIONAL WORKSHOP IN MARSEILLES, FRANCE,
JUNE 22-26, 1998 WITH 18 FIGURES AND 30 TABLES PHYSICA-VERLAG A
SPRINGER-VERLAG COMPANY WJ CONTENTS PART 1: OPTIMAL DESIGN 1 1 OPTIMUM
CHEMICAL BALANCE WEIGHING DESIGNS UNDER EQUAL CORRELATIONS OF ERRORS (B.
CERANKA, K. KATULSKA) 3 1 INTRODUCTION 3 2 A LOWER BOUND FOR THE
VARIANCE 4 2 E-OPTIMAL DESIGNS FOR THE DOUBLE EXPONENTIAL MODEL (H.
DETTE, M. SAHM) 11 1 INTRODUCTION 11 2 OPTIMAL DESIGNS FOR THE DOUBLE
EXPONENTIAL MODEL 12 3 STANDARDIZED E-OPTIMAL DESIGNS FOR THE DOUBLE
EXPONENTIAL MODEL 16 3 COMPARISON OF SPECTRAL AND HADAMARD BOUNDS FOR
D-OPTIMALITY (C.W. KO, J. LEE, K. WAYNE) 21 1 INTRODUCTION 21 2 UPPER
BOUNDS 22 4 CHARACTERISTIC POLYNOMIAL CRITERIA IN OPTIMAL EXPERIMEN- TAL
DESIGN (J. LOPEZ-FIDALGO, J.M. RODRIGUEZ-DIAZ) 31 1 INTRODUCTION 31 2
CHARACTERISTIC CRITERION FUNCTIONS 32 2.1 GENERAL PROPERTIES 33 2.2
DIFFERENTIABILITY 35 2.3 THE FUNCTION 2 35 3 CONCLUSIONS 36 5
MV-OPTIMIZATION IN WEIGHTED LINEAR REGRESSION (J. LOPEZ-FIDALGO, B.
TORSNEY, R. ARDANUY) 39 1 INTRODUCTION 39 2 CONDITIONS OF OPTIMALITY FOR
MV-CRITERION 41 3 SYMMETRIC WEIGHT FUNCTIONS 42 4 CONSTRUCTION OF
MV-OPTIMAL DESIGNS 43 VIII CONTENTS ; J 4.1 CHOICES OF WEIGHT FUNCTION
43 ; 4.2 NORMAL DENSITY AND LOGISTIC, PROBIT REGRESSION . . . . 44 , 4.3
DOUBLE EXPONENTIAL AND RECIPROCAL BINARY REGRESSION 45 J 4.4 BETA
DENSITY 47 4.5 POTENTIAL WEIGHT 47 J 5 CONCLUSION 48 J I 6 ANALYTICAL
THEORY OF E- OPTIMAL DESIGNS FOR POLYNOMIAL } REGRESSION ON A SEGMENT
(V.B. MELAS) 51 ) 1 INTRODUCTION 51 2 FORMULATION OF THE PROBLEM 52
J 3 PRELIMINARY RESULTS 53 ; 4 DUALITY THEOREM 54 I 5 DIFFERENTIAL
EQUATIONS AND BASIC RESULTS 55 6 EXAMPLE: QUADRATIC REGRESSION 56 7
OPTIMAL DESIGNS FOR MODELS WITH IGNORED HETEROSCEDASTIC- ITY (G.
MONTEPIEDRA, W.K. WONG) 59 1 INTRODUCTION 59 2 THE OPTIMALITY CRITERIA
AND EQUIVALENT CONDITIONS 60 3 EXAMPLES 63 4 DISCUSSION 66 8 D-OPTIMAL
DESIGNS FOR WEIGHTED POLYNOMIAL REGRESSION WITHOUT ANY INITIAL TERMS (I.
ORTIZ, C. RODRIGUEZ) 67 1 INTRODUCTION 67 2 CHARACTERIZATION OF THE
D-OPTIMAL DESIGNS 68 2.1 CASES A(X) = E~ AND A(X) = X A+1 E~ X 68 2.2
CASE {X) = {I - X) A+ L + XF +X 69 2.3 CASE (X) = E~ P 71 3 OPTIMAL
DESIGN FOR THE MODEL WITH EFFICIENCY FUNCTION (A) . 71 3.1 OPTIMAL
DESIGNS ON X = [-1,1] 71 3.2 OPTIMAL DESIGNS ON [A, 1] WITH A ^ SK- A +I
72 4 OPTIMAL DESIGN FOR THE MODEL WITH EFFICIENCY FUNCTION (D) . 73 9
SELECTIVE RANDOM SEARCH FOR OPTIMAL EXPERIMENT DESIGNS (E.
RAFAJLOWICZ) 75 1 INTRODUCTION 75 CONTENTS IX 2 SELECTIVE RANDOM
ALGORITHM 77 3 REMARKS, SIMULATIONS AND CONCLUSIONS 79 10 ASYMPTOTIC
UPPER BOUNDS FOR THE OPTIMAL DESIGN LENGTH IN FACTOR SCREENING
EXPERIMENTS (A.A. ZHIGLJAVSKY) 85 1 INTRODUCTION: SEARCH PROBLEMS 85 2
ASYMPTOTIC UPPER BOUNDS 87 3 APPLICATIONS TO FACTOR SCREENING DESIGN 89
11 ON THE EQUAL ALLOCATION RULES IN QUANTAL DOSE-RESPONSE EXPERIMENTS
(W. ZHU, W.K. WONG) 93 1 INTRODUCTION 93 2 BACKGROUND 94 3 COMPOUND
OPTIMAL DESIGNS 96 4 EFFICIENCY OF THE UNIFORM EQUAL ALLOCATION RULES IN
DRUG TOX- ICITY STUDIES 97 5 EFFICIENCY OF THE UNIFORM EQUAL ALLOCATION
RULES IN DRUG EFFI- CACY STUDIES 99 PART 2: PARAMETER ESTIMATION 103 12
ON SEQUENTIAL ESTIMATION OF PARAMETERS FOR LINEAR REGRES- SION WITH
MARTINGALE NOISE (L.I. GALTCHOUK) 105 1 INTRODUCTION 105 2 STATEMENT OF
THE ESTIMATION PROBLEM AND EXAMPLES 106 3 UNBIASED ESTIMATE 108 4
REGULARITY ASSUMPTIONS ON $ 109 5 CONSTRUCTION OF THE SEQUENTIAL
PROCEDURE 110 6 AUXILIARY PROPOSITIONS 113 13 INTERVAL ANALYSIS FOR
GUARANTEED NONLINEAR PARAMETER ESTIMATION (M. KIEFFER, E. WALTER) 115 1
INTRODUCTION 115 2 INTERVAL ANALYSIS 116 2.1 INTERVAL ARITHMETIC 116 2.2
INCLUSION FUNCTIONS 117 3 OPTIMIZATION ALGORITHM 118 3.1 MIDPOINT TEST
119 3.2 MONOTONICITY TEST 119 X CONTENTS 3.3 CONVEXITY TEST 119 4
APPLICATION TO COMPARTMENTAL MODELLING 120 4.1 ESTIMATING THE
MACROPARAMETERS 121 4.2 ESTIMATING THE MICROPARAMETERS FROM THE MACROPA-
RAMETERS 122 4.3 ESTIMATING THE MICROPARAMETERS DIRECTLY 123 5
CONCLUSIONS 124 14 A NUMERICAL STUDY OF SINGULARLY PERTURBED MARKOVIAN
SYSTEMS (X. LI, G. YIN, K. YIN, Q. ZHANG) 127 1 INTRODUCTION 127 2
PRELIMINARIES 128 2.1 GENERATOR 128 2.2 IRREDUCIBILITY AND
QUASI-STATIONARITY 129 2.3 SINGULARLY PERTURBED CHAINS 129 3 ASYMPTOTIC
PROPERTIES 129 4 SIMULATION RESULTS 131 5 FURTHER DISCUSSIONS . 131 15
BREAKDOWN POINTS OF ESTIMATORS FOR ASPECTS OF LINEAR MODELS (C.H.
MIILLER) 137 1 INTRODUCTION 137 2 LINEAR ASPECTS 139 3 NONLINEAR ASPECTS
141 16 APPROXIMATE DENSITIES OF TWO BIAS-CORRECTED NONLINEAR LS
ESTIMATORS (A. PAZMAN, L. PRONZATO) 145 1 BIAS-CORRECTED ESTIMATORS 145
1.1 THE SCORE-CORRECTED ESTIMATOR 146 1.2 THE TWO-STAGE LS ESTIMATOR 146
2 JOINT DENSITIES OF BIAS CORRECTED ESTIMATORS 147 2.1 JOINT DENSITY OF
6 SC 147 2.2 JOINT DENSITY OF 6 U 148 3 MARGINAL DENSITIES OF 6 SC AND 9
TS 149 3.1 MARGINAL DENSITY OF 6 SC 149 3.2 MARGINAL DENSITY OF 9 TS 151
CONTENTS XI 17 ON ROBUST ESTIMATION OF A CORRELATION COEFFICIENT AND
CORRELATION MATRIX (G.L. SHEVLYAKOV, T.YU. KHVATOVA) 153 1 INTRODUCTION
153 2 ROBUST ESTIMATION OF A CORRELATION COEFFICIENT 154 2.1 ROBUST
COUNTERPARTS OF THE SAMPLE CORRELATION COEFFI- CIENT 154 2.2 ROBUST
CORRELATION AND REGRESSION 155 2.3 ROBUST ESTIMATORS BASED ON LINEAR
TRANSFORMATIONS OF DATA 156 2.4 TWO-STAGE ROBUST ESTIMATORS 156 2.5
ASYMPTOTICS 156 2.6 SIMULATION 157 3 ROBUST ESTIMATION OF A CORRELATION
MATRIX 157 3.1 PRELIMINARIES 157 3.2 THE TWODIMENSIONAL CUTS REJECTION
PROCEDURE . . . . 158 3.3 SIMULATION 159 4 CONCLUSIONS AND FINAL REMARKS
159 PART 3: HYPOTHESIS TESTING 163 18 DESIGNING EXPERIMENTS FOR
ADAPTIVELY FITTED MODELS (N. BENDA, R. SCHWABE) 165 1 INTRODUCTION 165 2
THE PRE-TEST ESTIMATOR 166 3 ASYMPTOTIC RISK 167 4 THE G-CRITERION 168 5
POLYNOMIAL REGRESSION 170 6 OPTIMAL CRITICAL VALUES 171 7 ADDITIONAL
REMARKS 174 19 TESTING GENETIC PARAMETERS IN THE MIXED MODEL OF TRIALLEL
ANALYSIS (B. CERANKA, Z. KACZMAREK) 177 1 INTRODUCTION 177 2 THE
ANALYSIS OF TRIALLEL CROSS PROGENIES 178 2.1 ESTIMATION 178 2.2 TESTING
OF HYPOTHESES 178 3 EXAMPLE 180 XII CONTENTS 20 NON-PARAMETRIC SEARCH
FOR SIGNIFICANT VARIABLES OF A LINEAR MODEL (M.B. MALYUTOV, H.A. SADAKA)
187 1 INTRODUCTION. FORMULATION OF MAIN RESULTS 187 1.1 PROOF OF THEOREM
20.1 191 1.2 PROOF OF THEOREM 20.2 193 21 TWO-STAGE DESIGNS FOR MODEL
DISCRIMINATION AND PARAME- TER ESTIMATION (G. MONTEPIEDRA, A.B. YEH) 195
1 INTRODUCTION 195 2 TWO-STAGE DESIGNS 197 3 EXPECTED RELATIVE
EFFICIENCY 199 4 CONCLUDING REMARKS 201 22 DETERMINATION OF THE SIZE OF
AN EXPERIMENT (D.A.M.K. RASCH) 205 1 INTRODUCTION 205 2 SIZE OF AN
EXPERIMENT FOR THE F-TEST IN ANOVA MODELS . . . 206 3 THE ALGORITHM AND
THE PROGRAM 207 4 EXAMPLES 207 PART 4: FOUNDATIONS AND DEVELOPMENTS IN
EXPERIMENTAL DESIGN 213 23 MULTIVARIATE PREDICTION: SELECTION OF THE
MOST INFORMATIVE COMPONENTS TO MEASURE (S. BATSELL, V.V. FEDOROV, D.
FLANAGAN) 215 1 OPTIMALITY CRITERIA 215 2 CONTINUOUS OPTIMAL WEIGHTS 218
3 NUMERICAL CONSTRUCTION OF* 219 4 AREAS OF APPLICATION 221 24 THE
GENERALIZED /3-METHOD IN TAGUCHI EXPERIMENTS (J. KUNERT, F. LEHMKUHL)
223 1 INTRODUCTION 223 2 DESCRIPTION OF THE MODEL 224 3 ENGEL S (1992)
GENERALIZATION OF THE /?-METHOD 225 4 A NEW GENERALIZATION OF THE
/?-METHOD 229 CONTENTS XIII 25 SOME STATISTICAL PROPERTIES OF NESTED
BLOCK DESIGNS (S. MEJZA, S. KAGEYAMA) 231 1 INTRODUCTION 231 2 SOME
DEFINITIONS 232 3 STATEMENTS 234 4 REMARKS ON CONSTRUCTIONS 236 26 A NEW
INTERPRETATION OF DESIGN MEASURES (A. PAZMAN, W.G. MIILLER) 239 1 THE
MODEL AND THE CLASSICAL INTERPRETATION OF DESIGN MEASURES 239 2 NEW
APPROACHES TO THE DESIGN MEASURES 241 3 PROPERTIES OF THE NEW APPROACHES
243 3.1 CONTINUITY PROPERTIES OF THE INFORMATION MATRICES . . 243 3.2
THE DIRECTIONAL DERIVATIVE 244 4 DISCUSSION 246 27 RISK BASED OPTIMAL
DESIGNS (P. SEBASTIANI, H.P. WYNN) 247 1 INTRODUCTION: BAYESIAN DESIGN
FRAMEWORK 247 1.1 SHANNON ENTROPY 248 2 COMPUTATIONAL ISSUES 248 2.1
ASYMPTOTIC APPROXIMATIONS 249 2.2 MAXIMUM ENTROPY DESIGNS 249 3 EXAMPLE
252 28 QUALITY IMPROVEMENT THROUGH MECHANISTIC MODELS (I. VUCHKOV, L.
BOYADJIEVA, V. TZENKOVA) 259 1 INTRODUCTION 259 2 COMPUTATION OF THE
PERFORMANCE CHARACTERISTIC S MEAN VALUE AND VARIANCE BY USE OF
MECHANISTIC MODELS 260 3 MODELS OF PERFORMANCE CHARACTERISTIC S
VARIATIONS DUE TO ER- RORS IN FACTORS AND EXTERNAL NOISES 262 4 MIXED
MODELS FOR MEAN VALUE AND VARIANCE 263 5 EXAMPLE 265 6 CONCLUSION 267
PART 5: THE TEACHING OF EXPERIMENTAL DESIGN 271 29 TEACHING EXPERIMENTAL
DESIGN (A.N. DONEV) 273 XIV CONTENTS 1 INTRODUCTION 273 2 IT IS
DIFFICULT TO TEACH EXPERIMENTAL DESIGN 275 3 TEACHING AIMS AND
OBJECTIVES 276 4 TAILOR-MADE DESIGNS 277 5 TEACHING METHODS 279 30
DISCUSSION ON TEACHING EXPERIMENTAL DESIGN 283 INDEX 293 LIST OF
CONTRIBUTORS 297
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| indexdate | 2024-07-09T18:18:07Z |
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| spelling | MODA 5 1998 Marseille Verfasser (DE-588)2169658-5 aut MODA 5 - advances in model oriented data analysis and experimental design proceedings of the 5th international workshop in Marseilles, France, June 22 - 26, 1998 Anthony C. Atkinson ... (eds.) Advances in model-oriented data analysis and experimental design Advances in model oriented data analysis and experimental design Heidelberg ; New York Physica-Verl. 1998 XIV, 300 S. graph. Darst. txt rdacontent n rdamedia nc rdacarrier Contributions to statistics Versuchsplanung (DE-588)4078859-3 gnd rswk-swf Datenanalyse (DE-588)4123037-1 gnd rswk-swf (DE-588)1071861417 Konferenzschrift 1998 Marseille gnd-content Datenanalyse (DE-588)4123037-1 s DE-604 Versuchsplanung (DE-588)4078859-3 s Atkinson, Anthony C. 1937- Sonstige (DE-588)111081424 oth GBV Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=008036692&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | MODA 5 - advances in model oriented data analysis and experimental design proceedings of the 5th international workshop in Marseilles, France, June 22 - 26, 1998 Versuchsplanung (DE-588)4078859-3 gnd Datenanalyse (DE-588)4123037-1 gnd |
| subject_GND | (DE-588)4078859-3 (DE-588)4123037-1 (DE-588)1071861417 |
| title | MODA 5 - advances in model oriented data analysis and experimental design proceedings of the 5th international workshop in Marseilles, France, June 22 - 26, 1998 |
| title_alt | Advances in model-oriented data analysis and experimental design Advances in model oriented data analysis and experimental design |
| title_auth | MODA 5 - advances in model oriented data analysis and experimental design proceedings of the 5th international workshop in Marseilles, France, June 22 - 26, 1998 |
| title_exact_search | MODA 5 - advances in model oriented data analysis and experimental design proceedings of the 5th international workshop in Marseilles, France, June 22 - 26, 1998 |
| title_full | MODA 5 - advances in model oriented data analysis and experimental design proceedings of the 5th international workshop in Marseilles, France, June 22 - 26, 1998 Anthony C. Atkinson ... (eds.) |
| title_fullStr | MODA 5 - advances in model oriented data analysis and experimental design proceedings of the 5th international workshop in Marseilles, France, June 22 - 26, 1998 Anthony C. Atkinson ... (eds.) |
| title_full_unstemmed | MODA 5 - advances in model oriented data analysis and experimental design proceedings of the 5th international workshop in Marseilles, France, June 22 - 26, 1998 Anthony C. Atkinson ... (eds.) |
| title_short | MODA 5 - advances in model oriented data analysis and experimental design |
| title_sort | moda 5 advances in model oriented data analysis and experimental design proceedings of the 5th international workshop in marseilles france june 22 26 1998 |
| title_sub | proceedings of the 5th international workshop in Marseilles, France, June 22 - 26, 1998 |
| topic | Versuchsplanung (DE-588)4078859-3 gnd Datenanalyse (DE-588)4123037-1 gnd |
| topic_facet | Versuchsplanung Datenanalyse Konferenzschrift 1998 Marseille |
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