Decision theory [[electronic resource] ] : principles and approaches / / Giovanni Parmigiani, Lurdes Y.T. Inoue, Hedibert F. Lopes |
Autore | Parmigiani G (Giovanni) |
Edizione | [1st edition] |
Pubbl/distr/stampa | Chichester, West Sussex, : John Wiley & Sons, c2009 |
Descrizione fisica | 1 online resource (404 p.) |
Disciplina |
519.5
519.5/42 519.542 |
Altri autori (Persone) |
InoueLurdes Y. T <1970-> (Lurdes Yoshiko Tani)
LopezHedibert Freitas |
Collana | Wiley Series in Probability and Statistics |
Soggetto topico |
Statistical decision
Axiomatic set theory Experimental design |
ISBN |
0-470-74668-8
1-282-13828-6 9786612138287 0-470-74667-X |
Formato | Materiale a stampa ![]() |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Nota di contenuto |
Decision Theory; Contents; Preface; Acknowledgments; 1 Introduction; 1.1 Controversies; 1.2 A guided tour of decision theory; Part One Foundations; 2 Coherence; 2.1 The "Dutch Book" theorem; 2.1.1 Betting odds; 2.1.2 Coherence and the axioms of probability; 2.1.3 Coherent conditional probabilities; 2.1.4 The implications of Dutch Book theorems; 2.2 Temporal coherence; 2.3 Scoring rules and the axioms of probabilities; 2.4 Exercises; 3 Utility; 3.1 St. Petersburg paradox; 3.2 Expected utility theory and the theory of means; 3.2.1 Utility and means; 3.2.2 Associative means
3.2.3 Functional means3.3 The expected utility principle; 3.4 The von Neumann-Morgenstern representation theorem; 3.4.1 Axioms; 3.4.2 Representation of preferences via expected utility; 3.5 Allais' criticism; 3.6 Extensions; 3.7 Exercises; 4 Utility in action; 4.1 The "standard gamble"; 4.2 Utility of money; 4.2.1 Certainty equivalents; 4.2.2 Risk aversion; 4.2.3 A measure of risk aversion; 4.3 Utility functions for medical decisions; 4.3.1 Length and quality of life; 4.3.2 Standard gamble for health states; 4.3.3 The time trade-off methods; 4.3.4 Relation between QALYs and utilities 4.3.5 Utilities for time in ill health4.3.6 Difficulties in assessing utility; 4.4 Exercises; 5 Ramsey and Savage; 5.1 Ramsey's theory; 5.2 Savage's theory; 5.2.1 Notation and overview; 5.2.2 The sure thing principle; 5.2.3 Conditional and a posteriori preferences; 5.2.4 Subjective probability; 5.2.5 Utility and expected utility; 5.3 Allais revisited; 5.4 Ellsberg paradox; 5.5 Exercises; 6 State independence; 6.1 Horse lotteries; 6.2 State-dependent utilities; 6.3 State-independent utilities; 6.4 Anscombe-Aumann representation theorem; 6.5 Exercises; Part Two Statistical Decision Theory 7 Decision functions7.1 Basic concepts; 7.1.1 The loss function; 7.1.2 Minimax; 7.1.3 Expected utility principle; 7.1.4 Illustrations; 7.2 Data-based decisions; 7.2.1 Risk; 7.2.2 Optimality principles; 7.2.3 Rationality principles and the Likelihood Principle; 7.2.4 Nuisance parameters; 7.3 The travel insurance example; 7.4 Randomized decision rules; 7.5 Classification and hypothesis tests; 7.5.1 Hypothesis testing; 7.5.2 Multiple hypothesis testing; 7.5.3 Classification; 7.6 Estimation; 7.6.1 Point estimation; 7.6.2 Interval inference; 7.7 Minimax-Bayes connections; 7.8 Exercises 8 Admissibility8.1 Admissibility and completeness; 8.2 Admissibility and minimax; 8.3 Admissibility and Bayes; 8.3.1 Proper Bayes rules; 8.3.2 Generalized Bayes rules; 8.4 Complete classes; 8.4.1 Completeness and Bayes; 8.4.2 Sufficiency and the Rao-Blackwell inequality; 8.4.3 The Neyman-Pearson lemma; 8.5 Using the same α level across studies with different sample sizes is inadmissible; 8.6 Exercises; 9 Shrinkage; 9.1 The Stein effect; 9.2 Geometric and empirical Bayes heuristics; 9.2.1 Is x too big for θ?; 9.2.2 Empirical Bayes shrinkage; 9.3 General shrinkage functions 9.3.1 Unbiased estimation of the risk of x + g(x) |
Record Nr. | UNINA-9910840749303321 |
Parmigiani G (Giovanni)
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Chichester, West Sussex, : John Wiley & Sons, c2009 | ||
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Lo trovi qui: Univ. Federico II | ||
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The decline and fall of type II error rates [[electronic resource] /] / Steve Verrill, Mark Durst |
Autore | Verrill S. P |
Pubbl/distr/stampa | Madison, WI : , : U.S. Dept. of Agriculture, Forest Service, Forest Products Laboratory, , [2005] |
Descrizione fisica | 11 pages : digital, PDF file |
Altri autori (Persone) | DurstMark |
Collana | Research paper FPL |
Soggetto topico |
Statistics
Error analysis (Mathematics) Sampling (Statistics) Mathematical statistics Asymptotic efficiencies (Statistics) Experimental design |
Formato | Materiale a stampa ![]() |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Record Nr. | UNINA-9910696320803321 |
Verrill S. P
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Madison, WI : , : U.S. Dept. of Agriculture, Forest Service, Forest Products Laboratory, , [2005] | ||
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Lo trovi qui: Univ. Federico II | ||
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Design and analysis of ecological experiments / / edited by Samuel M. Scheiner and Jessica Gurevitch [[electronic resource]] |
Edizione | [2nd ed.] |
Pubbl/distr/stampa | Oxford : , : Oxford University Press, , 2023 |
Descrizione fisica | 514 p. : il. ; ; 24 cm |
Disciplina | 577/.07/27 |
Collana | Oxford scholarship online |
Soggetto topico |
Ecology - Statistical methods
Experimental design |
ISBN |
0-19-770067-5
1-280-53066-9 9786610530663 0-19-803022-3 1-4294-0174-5 |
Formato | Materiale a stampa ![]() |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Nota di contenuto | Contents; Contributors; 1 Theories, Hypotheses, and Statistics; 2 Power Analysis and Experimental Design; 3 Exploratory Data Analysis and Graphic Display; 4 ANOVA: Experimental Layout and Analysis; 5 ANOVA and ANCOVA: Field Competition Experiments; 6 MANOVA: Multiple Response Variables and Multispecies Interactions; 7 ANCOVA: Nonparametric and Randomization Approaches; 8 Repeated-measures Analysis: Growth and Other Time-dependent Measures; 9 Time Series Intervention Analysis: Unreplicated Large-scale Experiments; 10 Nonlinear Curve Fitting: Predation and Functional Response Curves; 11 Logit Modeling and Logistic Regression: Aphids, Ants, and Plants12 Path Analysis: Pollination; 13 Failure-time Analysis: Studying Times to Events and Rates at Which Events Occur; 14 The Bootstrap and the Jackknife: Describing the Precision of Ecological Indices; 15 Spatial Statistics: Analysis of Field Experiments; 16 Mantel Tests: Spatial Structure in Field Experiments; 17 Bayesian Statistics: Estimating Plant Demographic Parameters; 18 Meta-analysis: Combining the Results of Independent Experiments; References; Index |
Record Nr. | UNINA-9910823518403321 |
Oxford : , : Oxford University Press, , 2023 | ||
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Lo trovi qui: Univ. Federico II | ||
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Design and analysis of ecological experiments [[electronic resource] /] / edited by Samuel M. Scheiner and Jessica Gurevitch |
Edizione | [2nd ed.] |
Pubbl/distr/stampa | Oxford ; ; New York, : Oxford University Press, 2001 |
Descrizione fisica | 514 p. : il. ; ; 24 cm |
Disciplina | 577/.07/27 |
Altri autori (Persone) |
ScheinerSamuel M. <1956->
GurevitchJessica |
Soggetto topico |
Ecology - Statistical methods
Experimental design |
Soggetto genere / forma | Electronic books. |
ISBN |
1-280-53066-9
9786610530663 0-19-803022-3 1-4294-0174-5 |
Formato | Materiale a stampa ![]() |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Nota di contenuto | Contents; Contributors; 1 Theories, Hypotheses, and Statistics; 2 Power Analysis and Experimental Design; 3 Exploratory Data Analysis and Graphic Display; 4 ANOVA: Experimental Layout and Analysis; 5 ANOVA and ANCOVA: Field Competition Experiments; 6 MANOVA: Multiple Response Variables and Multispecies Interactions; 7 ANCOVA: Nonparametric and Randomization Approaches; 8 Repeated-measures Analysis: Growth and Other Time-dependent Measures; 9 Time Series Intervention Analysis: Unreplicated Large-scale Experiments; 10 Nonlinear Curve Fitting: Predation and Functional Response Curves; 11 Logit Modeling and Logistic Regression: Aphids, Ants, and Plants12 Path Analysis: Pollination; 13 Failure-time Analysis: Studying Times to Events and Rates at Which Events Occur; 14 The Bootstrap and the Jackknife: Describing the Precision of Ecological Indices; 15 Spatial Statistics: Analysis of Field Experiments; 16 Mantel Tests: Spatial Structure in Field Experiments; 17 Bayesian Statistics: Estimating Plant Demographic Parameters; 18 Meta-analysis: Combining the Results of Independent Experiments; References; Index |
Record Nr. | UNINA-9910451686603321 |
Oxford ; ; New York, : Oxford University Press, 2001 | ||
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Lo trovi qui: Univ. Federico II | ||
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Design and analysis of ecological experiments [[electronic resource] /] / edited by Samuel M. Scheiner and Jessica Gurevitch |
Edizione | [2nd ed.] |
Pubbl/distr/stampa | Oxford ; ; New York, : Oxford University Press, 2001 |
Descrizione fisica | 514 p. : il. ; ; 24 cm |
Disciplina | 577/.07/27 |
Altri autori (Persone) |
ScheinerSamuel M. <1956->
GurevitchJessica |
Soggetto topico |
Ecology - Statistical methods
Experimental design |
ISBN |
0-19-770067-5
1-280-53066-9 9786610530663 0-19-803022-3 1-4294-0174-5 |
Formato | Materiale a stampa ![]() |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Nota di contenuto | Contents; Contributors; 1 Theories, Hypotheses, and Statistics; 2 Power Analysis and Experimental Design; 3 Exploratory Data Analysis and Graphic Display; 4 ANOVA: Experimental Layout and Analysis; 5 ANOVA and ANCOVA: Field Competition Experiments; 6 MANOVA: Multiple Response Variables and Multispecies Interactions; 7 ANCOVA: Nonparametric and Randomization Approaches; 8 Repeated-measures Analysis: Growth and Other Time-dependent Measures; 9 Time Series Intervention Analysis: Unreplicated Large-scale Experiments; 10 Nonlinear Curve Fitting: Predation and Functional Response Curves; 11 Logit Modeling and Logistic Regression: Aphids, Ants, and Plants12 Path Analysis: Pollination; 13 Failure-time Analysis: Studying Times to Events and Rates at Which Events Occur; 14 The Bootstrap and the Jackknife: Describing the Precision of Ecological Indices; 15 Spatial Statistics: Analysis of Field Experiments; 16 Mantel Tests: Spatial Structure in Field Experiments; 17 Bayesian Statistics: Estimating Plant Demographic Parameters; 18 Meta-analysis: Combining the Results of Independent Experiments; References; Index |
Record Nr. | UNINA-9910777618003321 |
Oxford ; ; New York, : Oxford University Press, 2001 | ||
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Lo trovi qui: Univ. Federico II | ||
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Design and analysis of ecological experiments / editors Samuel M. Scheiner and Jessica Gurevitch |
Edizione | [1st ed.] |
Pubbl/distr/stampa | New York ; London : Chapman and Hall, 1993 |
Descrizione fisica | xiv, 445 p. : ill. ; 23 cm |
Disciplina | 577 |
Altri autori (Persone) |
Scheiner, Samuel M.
Gurevitch, Jessica |
Soggetto topico |
Ecology - Statistical methods
Experimental design |
ISBN | 0412035618 |
Formato | Materiale a stampa ![]() |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Record Nr. | UNISALENTO-991003456079707536 |
New York ; London : Chapman and Hall, 1993 | ||
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Lo trovi qui: Univ. del Salento | ||
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Design and analysis of experiments [[electronic resource] /] / Klaus Hinkelmann, Oscar Kempthorne |
Autore | Hinkelmann Klaus <1932-> |
Edizione | [2nd ed.] |
Pubbl/distr/stampa | Hoboken, N.J., : Wiley-Interscience, c2008- |
Descrizione fisica | 1 online resource (667 p.) |
Disciplina |
519.5/7
620.0042 |
Altri autori (Persone) | KempthorneOscar |
Collana | Wiley series in probability and statistics |
Soggetto topico | Experimental design |
Soggetto genere / forma | Electronic books. |
ISBN |
1-281-20386-6
9786611203863 0-470-19175-9 0-470-19174-0 |
Formato | Materiale a stampa ![]() |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Nota di contenuto | v. 1. Introduction to experimental design |
Record Nr. | UNINA-9910144742903321 |
Hinkelmann Klaus <1932->
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Hoboken, N.J., : Wiley-Interscience, c2008- | ||
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Lo trovi qui: Univ. Federico II | ||
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Design and analysis of experiments [[electronic resource] /] / Klaus Hinkelmann, Oscar Kempthorne |
Autore | Hinkelmann Klaus <1932-> |
Edizione | [2nd ed.] |
Pubbl/distr/stampa | Hoboken, N.J., : Wiley-Interscience, c2008- |
Descrizione fisica | 1 online resource (667 p.) |
Disciplina |
519.5/7
620.0042 |
Altri autori (Persone) | KempthorneOscar |
Collana | Wiley series in probability and statistics |
Soggetto topico | Experimental design |
ISBN |
1-281-20386-6
9786611203863 0-470-19175-9 0-470-19174-0 |
Formato | Materiale a stampa ![]() |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Nota di contenuto | v. 1. Introduction to experimental design |
Record Nr. | UNINA-9910677352703321 |
Hinkelmann Klaus <1932->
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Hoboken, N.J., : Wiley-Interscience, c2008- | ||
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Lo trovi qui: Univ. Federico II | ||
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Design and analysis of experiments . Volume 2 Advanced experimental design [[electronic resource] /] / Klaus Hinkelmann, Oscar Kempthorne |
Autore | Hinkelmann Klaus <1932-> |
Pubbl/distr/stampa | Hoboken, NJ, : Wiley, 2005 |
Descrizione fisica | 1 online resource (812 p.) |
Disciplina |
001.4/34
001.434 519.5 |
Altri autori (Persone) | KempthorneOscar |
Collana | Wiley series in probability and mathematical statistics. Applied probability and statistics |
Soggetto topico |
Experimental design
Mathematical statistics |
ISBN |
1-280-27549-9
9786610275496 0-470-32269-1 0-471-70994-8 0-471-70993-X |
Formato | Materiale a stampa ![]() |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Nota di contenuto |
Design and Analysis of Experiments; Contents; Preface; 1 General Incomplete Block Design; 1.1 Introduction and Examples; 1.2 General Remarks on the Analysis of Incomplete Block Designs; 1.3 The Intrablock Analysis; 1.3.1 Notation and Model; 1.3.2 Normal and Reduced Normal Equations; 1.3.3 The C Matrix and Estimable Functions; 1.3.4 Solving the Reduced Normal Equations; 1.3.5 Estimable Functions of Treatment Effects; 1.3.6 Analyses of Variance; 1.4 Incomplete Designs with Variable Block Size; 1.5 Disconnected Incomplete Block Designs; 1.6 Randomization Analysis; 1.6.1 Derived Linear Model
1.6.2 Randomization Analysis of ANOVA Tables1.7 Interblock Information in an Incomplete Block Design; 1.7.1 Introduction and Rationale; 1.7.2 Interblock Normal Equations; 1.7.3 Nonavailability of Interblock Information; 1.8 Combined Intra- and Interblock Analysis; 1.8.1 Combining Intra- and Interblock Information; 1.8.2 Linear Model; 1.8.3 Normal Equations; 1.8.4 Some Special Cases; 1.9 Relationships Among Intrablock, Interblock, and Combined Estimation; 1.9.1 General Case; 1.9.2 Case of Proper, Equireplicate Designs; 1.10 Estimation of Weights for the Combined Analysis 1.10.1 Yates Procedure1.10.2 Properties of Combined Estimators; 1.11 Maximum-Likelihood Type Estimation; 1.11.1 Maximum-Likelihood Estimation; 1.11.2 Restricted Maximum-Likelihood Estimation; 1.12 Efficiency Factor of an Incomplete Block Design; 1.12.1 Average Variance for Treatment Comparisons for an IBD; 1.12.2 Definition of Efficiency Factor; 1.12.3 Upper Bound for the Efficiency Factor; 1.13 Optimal Designs; 1.13.1 Information Function; 1.13.2 Optimality Criteria; 1.13.3 Optimal Symmetric Designs; 1.13.4 Optimality and Research; 1.14 Computational Procedures 1.14.1 Intrablock Analysis Using SAS PROC GLM1.14.2 Intrablock Analysis Using the Absorb Option in SAS PROC GLM; 1.14.3 Combined Intra- and Interblock Analysis Using the Yates Procedure; 1.14.4 Combined Intra- and Interblock Analysis Using SAS PROC MIXED; 1.14.5 Comparison of Estimation Procedures; 1.14.6 Testing of Hypotheses; 2 Balanced Incomplete Block Designs; 2.1 Introduction; 2.2 Definition of the BIB Design; 2.3 Properties of BIB Designs; 2.4 Analysis of BIB Designs; 2.4.1 Intrablock Analysis; 2.4.2 Combined Analysis; 2.5 Estimation of ρ; 2.6 Significance Tests 2.7 Some Special Arrangements2.7.1 Replication Groups Across Blocks; 2.7.2 Grouped Blocks; 2.7.3 α-Resolvable BIB Designs with Replication Groups Across Blocks; 2.8 Resistant and Susceptible BIB Designs; 2.8.1 Variance-Balanced Designs; 2.8.2 Definition of Resistant Designs; 2.8.3 Characterization of Resistant Designs; 2.8.4 Robustness and Connectedness; 3 Construction of Balanced Incomplete Block Designs; 3.1 Introduction; 3.2 Difference Methods; 3.2.1 Cyclic Development of Difference Sets; 3.2.2 Method of Symmetrically Repeated Differences; 3.2.3 Formulation in Terms of Galois Field Theory 3.3 Other Methods |
Record Nr. | UNINA-9910143561003321 |
Hinkelmann Klaus <1932->
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Hoboken, NJ, : Wiley, 2005 | ||
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Lo trovi qui: Univ. Federico II | ||
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Design and analysis of experiments . Volume 2 Advanced experimental design [[electronic resource] /] / Klaus Hinkelmann, Oscar Kempthorne |
Autore | Hinkelmann Klaus <1932-> |
Pubbl/distr/stampa | Hoboken, NJ, : Wiley, 2005 |
Descrizione fisica | 1 online resource (812 p.) |
Disciplina |
001.4/34
001.434 519.5 |
Altri autori (Persone) | KempthorneOscar |
Collana | Wiley series in probability and mathematical statistics. Applied probability and statistics |
Soggetto topico |
Experimental design
Mathematical statistics |
ISBN |
1-280-27549-9
9786610275496 0-470-32269-1 0-471-70994-8 0-471-70993-X |
Formato | Materiale a stampa ![]() |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Nota di contenuto |
Design and Analysis of Experiments; Contents; Preface; 1 General Incomplete Block Design; 1.1 Introduction and Examples; 1.2 General Remarks on the Analysis of Incomplete Block Designs; 1.3 The Intrablock Analysis; 1.3.1 Notation and Model; 1.3.2 Normal and Reduced Normal Equations; 1.3.3 The C Matrix and Estimable Functions; 1.3.4 Solving the Reduced Normal Equations; 1.3.5 Estimable Functions of Treatment Effects; 1.3.6 Analyses of Variance; 1.4 Incomplete Designs with Variable Block Size; 1.5 Disconnected Incomplete Block Designs; 1.6 Randomization Analysis; 1.6.1 Derived Linear Model
1.6.2 Randomization Analysis of ANOVA Tables1.7 Interblock Information in an Incomplete Block Design; 1.7.1 Introduction and Rationale; 1.7.2 Interblock Normal Equations; 1.7.3 Nonavailability of Interblock Information; 1.8 Combined Intra- and Interblock Analysis; 1.8.1 Combining Intra- and Interblock Information; 1.8.2 Linear Model; 1.8.3 Normal Equations; 1.8.4 Some Special Cases; 1.9 Relationships Among Intrablock, Interblock, and Combined Estimation; 1.9.1 General Case; 1.9.2 Case of Proper, Equireplicate Designs; 1.10 Estimation of Weights for the Combined Analysis 1.10.1 Yates Procedure1.10.2 Properties of Combined Estimators; 1.11 Maximum-Likelihood Type Estimation; 1.11.1 Maximum-Likelihood Estimation; 1.11.2 Restricted Maximum-Likelihood Estimation; 1.12 Efficiency Factor of an Incomplete Block Design; 1.12.1 Average Variance for Treatment Comparisons for an IBD; 1.12.2 Definition of Efficiency Factor; 1.12.3 Upper Bound for the Efficiency Factor; 1.13 Optimal Designs; 1.13.1 Information Function; 1.13.2 Optimality Criteria; 1.13.3 Optimal Symmetric Designs; 1.13.4 Optimality and Research; 1.14 Computational Procedures 1.14.1 Intrablock Analysis Using SAS PROC GLM1.14.2 Intrablock Analysis Using the Absorb Option in SAS PROC GLM; 1.14.3 Combined Intra- and Interblock Analysis Using the Yates Procedure; 1.14.4 Combined Intra- and Interblock Analysis Using SAS PROC MIXED; 1.14.5 Comparison of Estimation Procedures; 1.14.6 Testing of Hypotheses; 2 Balanced Incomplete Block Designs; 2.1 Introduction; 2.2 Definition of the BIB Design; 2.3 Properties of BIB Designs; 2.4 Analysis of BIB Designs; 2.4.1 Intrablock Analysis; 2.4.2 Combined Analysis; 2.5 Estimation of ρ; 2.6 Significance Tests 2.7 Some Special Arrangements2.7.1 Replication Groups Across Blocks; 2.7.2 Grouped Blocks; 2.7.3 α-Resolvable BIB Designs with Replication Groups Across Blocks; 2.8 Resistant and Susceptible BIB Designs; 2.8.1 Variance-Balanced Designs; 2.8.2 Definition of Resistant Designs; 2.8.3 Characterization of Resistant Designs; 2.8.4 Robustness and Connectedness; 3 Construction of Balanced Incomplete Block Designs; 3.1 Introduction; 3.2 Difference Methods; 3.2.1 Cyclic Development of Difference Sets; 3.2.2 Method of Symmetrically Repeated Differences; 3.2.3 Formulation in Terms of Galois Field Theory 3.3 Other Methods |
Record Nr. | UNINA-9910677462603321 |
Hinkelmann Klaus <1932->
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Hoboken, NJ, : Wiley, 2005 | ||
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Lo trovi qui: Univ. Federico II | ||
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