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Planning, construction, and statistical analysis of comparative experiments [[electronic resource] /] / Francis G. Giesbrecht, Marcia L. Gumpertz
| Planning, construction, and statistical analysis of comparative experiments [[electronic resource] /] / Francis G. Giesbrecht, Marcia L. Gumpertz |
| Autore | Giesbrecht Francis G. <1935-> |
| Pubbl/distr/stampa | Hoboken, N.J., : Wiley-Interscience, c2004 |
| Descrizione fisica | 1 online resource (720 p.) |
| Disciplina | 519.5 |
| Altri autori (Persone) | GumpertzMarcia L. <1952-> |
| Collana | Wiley series in probability and statistics |
| Soggetto topico |
Experimental design
Mathematical optimization |
| Soggetto genere / forma | Electronic books. |
| ISBN |
1-280-55659-5
9786610556595 0-471-47648-X 0-471-47647-1 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Planning, Construction, and Statistical Analysis of Comparative Experiments; Contents; Preface; 1. Introduction; 1.1 Role of Statistics in Experiment Design; 1.2 Organization of This Book; 1.3 Representativeness and Experimental Units; 1.4 Replication and Handling Unexplained Variability; 1.5 Randomization: Why and How; 1.6 Ethical Considerations; Review Exercises; 2. Completely Randomized Design; 2.1 Introduction; 2.2 Completely Randomized Design; 2.3 Assumption of Additivity; 2.4 Factorial Treatment Combinations; 2.5 Nested Factors; Review Exercises
3. Linear Models for Designed Experiments3.1 Introduction; 3.2 Linear Model; 3.3 Principle of Least Squares; 3.4 Parameterizations for Row-Column Models; Review Exercises; Appendix 3A: Linear Combinations of Random Variables; Appendix 3B: Simulating Random Samples; 4 Testing Hypotheses and Determining Sample Size; 4.1 Introduction; 4.2 Testing Hypotheses in Linear Models with Normally Distributed Errors; 4.3 Kruskal-Wallis Test; 4.4 Randomization Tests; 4.5 Power and Sample Size; 4.6 Sample Size for Binomial Proportions; 4.7 Confidence Interval Width and Sample Size 4.8 Alternative Analysis: Selecting and ScreeningReview Exercises; 5. Methods of Reducing Unexplained Variation; 5.1 Randomized Complete Block Design; 5.2 Blocking; 5.3 Formal Statistical Analysis for the RCBD; 5.4 Models and Assumptions: Detailed Examination; 5.5 Statistical Analysis When Data Are Missing in an RCBD; 5.6 Analysis of Covariance; Review Exercises; Appendix 5A: Interaction of a Random Block Effect and a Fixed Treatment Effect; 6 Latin Squares; 6.1 Introduction; 6.2 Formal Structure of Latin Squares; 6.3 Combining Latin Squares 6.4 Graeco-Latin Squares and Orthogonal Latin Squares6.5 Some Special Latin Squares and Variations on Latin Squares; 6.6 Frequency Squares; 6.7 Youden Square; Review Exercises; Appendix 6A: Some Standard Latin Squares; Appendix 6B: Mutually Orthogonal Latin Squares; Appendix 6C: Possible Youden Squares; 7 Split-Plot and Related Designs; 7.1 Introduction; 7.2 Background Material; 7.3 Examples of Situations That Lead to Split-Plots; 7.4 Statistical Analysis of Split-Plot Experiments; 7.5 Split-Split-Plot Experiments; 7.6 Strip-Plot Experiments; 7.7 Comments on Further Variations 7.8 Analysis of Covariance in Split-Plots7.9 Repeated Measures; Review Exercises; 8 Incomplete Block Designs; 8.1 Introduction; 8.2 Efficiency of Incomplete Block Designs; 8.3 Distribution-Free Analysis for Incomplete Block Designs; 8.4 Balanced Incomplete Block Designs; 8.5 Lattice Designs; 8.6 Cyclic Designs; 8.7 α-Designs; 8.8 Other Incomplete Block Designs; Review Exercises; Appendix 8A: Catalog of Incomplete Block Designs; 9 Repeated Treatments Designs; 9.1 Introduction; 9.2 Repeated Treatments Design Model; 9.3 Construction of Repeated Treatments Designs 9.4 Statistical Analysis of Repeated Treatments Design Data |
| Record Nr. | UNINA-9910146084503321 |
Giesbrecht Francis G. <1935->
|
||
| Hoboken, N.J., : Wiley-Interscience, c2004 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Planning, construction, and statistical analysis of comparative experiments [[electronic resource] /] / Francis G. Giesbrecht, Marcia L. Gumpertz
| Planning, construction, and statistical analysis of comparative experiments [[electronic resource] /] / Francis G. Giesbrecht, Marcia L. Gumpertz |
| Autore | Giesbrecht Francis G. <1935-> |
| Pubbl/distr/stampa | Hoboken, N.J., : Wiley-Interscience, c2004 |
| Descrizione fisica | 1 online resource (720 p.) |
| Disciplina | 519.5 |
| Altri autori (Persone) | GumpertzMarcia L. <1952-> |
| Collana | Wiley series in probability and statistics |
| Soggetto topico |
Experimental design
Mathematical optimization |
| ISBN |
1-280-55659-5
9786610556595 0-471-47648-X 0-471-47647-1 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Planning, Construction, and Statistical Analysis of Comparative Experiments; Contents; Preface; 1. Introduction; 1.1 Role of Statistics in Experiment Design; 1.2 Organization of This Book; 1.3 Representativeness and Experimental Units; 1.4 Replication and Handling Unexplained Variability; 1.5 Randomization: Why and How; 1.6 Ethical Considerations; Review Exercises; 2. Completely Randomized Design; 2.1 Introduction; 2.2 Completely Randomized Design; 2.3 Assumption of Additivity; 2.4 Factorial Treatment Combinations; 2.5 Nested Factors; Review Exercises
3. Linear Models for Designed Experiments3.1 Introduction; 3.2 Linear Model; 3.3 Principle of Least Squares; 3.4 Parameterizations for Row-Column Models; Review Exercises; Appendix 3A: Linear Combinations of Random Variables; Appendix 3B: Simulating Random Samples; 4 Testing Hypotheses and Determining Sample Size; 4.1 Introduction; 4.2 Testing Hypotheses in Linear Models with Normally Distributed Errors; 4.3 Kruskal-Wallis Test; 4.4 Randomization Tests; 4.5 Power and Sample Size; 4.6 Sample Size for Binomial Proportions; 4.7 Confidence Interval Width and Sample Size 4.8 Alternative Analysis: Selecting and ScreeningReview Exercises; 5. Methods of Reducing Unexplained Variation; 5.1 Randomized Complete Block Design; 5.2 Blocking; 5.3 Formal Statistical Analysis for the RCBD; 5.4 Models and Assumptions: Detailed Examination; 5.5 Statistical Analysis When Data Are Missing in an RCBD; 5.6 Analysis of Covariance; Review Exercises; Appendix 5A: Interaction of a Random Block Effect and a Fixed Treatment Effect; 6 Latin Squares; 6.1 Introduction; 6.2 Formal Structure of Latin Squares; 6.3 Combining Latin Squares 6.4 Graeco-Latin Squares and Orthogonal Latin Squares6.5 Some Special Latin Squares and Variations on Latin Squares; 6.6 Frequency Squares; 6.7 Youden Square; Review Exercises; Appendix 6A: Some Standard Latin Squares; Appendix 6B: Mutually Orthogonal Latin Squares; Appendix 6C: Possible Youden Squares; 7 Split-Plot and Related Designs; 7.1 Introduction; 7.2 Background Material; 7.3 Examples of Situations That Lead to Split-Plots; 7.4 Statistical Analysis of Split-Plot Experiments; 7.5 Split-Split-Plot Experiments; 7.6 Strip-Plot Experiments; 7.7 Comments on Further Variations 7.8 Analysis of Covariance in Split-Plots7.9 Repeated Measures; Review Exercises; 8 Incomplete Block Designs; 8.1 Introduction; 8.2 Efficiency of Incomplete Block Designs; 8.3 Distribution-Free Analysis for Incomplete Block Designs; 8.4 Balanced Incomplete Block Designs; 8.5 Lattice Designs; 8.6 Cyclic Designs; 8.7 α-Designs; 8.8 Other Incomplete Block Designs; Review Exercises; Appendix 8A: Catalog of Incomplete Block Designs; 9 Repeated Treatments Designs; 9.1 Introduction; 9.2 Repeated Treatments Design Model; 9.3 Construction of Repeated Treatments Designs 9.4 Statistical Analysis of Repeated Treatments Design Data |
| Record Nr. | UNINA-9910831068203321 |
|
Giesbrecht Francis G. <1935->
|
||
| Hoboken, N.J., : Wiley-Interscience, c2004 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Planning, construction, and statistical analysis of comparative experiments [[electronic resource] /] / Francis G. Giesbrecht, Marcia L. Gumpertz
| Planning, construction, and statistical analysis of comparative experiments [[electronic resource] /] / Francis G. Giesbrecht, Marcia L. Gumpertz |
| Autore | Giesbrecht Francis G. <1935-> |
| Pubbl/distr/stampa | Hoboken, N.J., : Wiley-Interscience, c2004 |
| Descrizione fisica | 1 online resource (720 p.) |
| Disciplina | 519.5 |
| Altri autori (Persone) | GumpertzMarcia L. <1952-> |
| Collana | Wiley series in probability and statistics |
| Soggetto topico |
Experimental design
Mathematical optimization |
| ISBN |
1-280-55659-5
9786610556595 0-471-47648-X 0-471-47647-1 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Planning, Construction, and Statistical Analysis of Comparative Experiments; Contents; Preface; 1. Introduction; 1.1 Role of Statistics in Experiment Design; 1.2 Organization of This Book; 1.3 Representativeness and Experimental Units; 1.4 Replication and Handling Unexplained Variability; 1.5 Randomization: Why and How; 1.6 Ethical Considerations; Review Exercises; 2. Completely Randomized Design; 2.1 Introduction; 2.2 Completely Randomized Design; 2.3 Assumption of Additivity; 2.4 Factorial Treatment Combinations; 2.5 Nested Factors; Review Exercises
3. Linear Models for Designed Experiments3.1 Introduction; 3.2 Linear Model; 3.3 Principle of Least Squares; 3.4 Parameterizations for Row-Column Models; Review Exercises; Appendix 3A: Linear Combinations of Random Variables; Appendix 3B: Simulating Random Samples; 4 Testing Hypotheses and Determining Sample Size; 4.1 Introduction; 4.2 Testing Hypotheses in Linear Models with Normally Distributed Errors; 4.3 Kruskal-Wallis Test; 4.4 Randomization Tests; 4.5 Power and Sample Size; 4.6 Sample Size for Binomial Proportions; 4.7 Confidence Interval Width and Sample Size 4.8 Alternative Analysis: Selecting and ScreeningReview Exercises; 5. Methods of Reducing Unexplained Variation; 5.1 Randomized Complete Block Design; 5.2 Blocking; 5.3 Formal Statistical Analysis for the RCBD; 5.4 Models and Assumptions: Detailed Examination; 5.5 Statistical Analysis When Data Are Missing in an RCBD; 5.6 Analysis of Covariance; Review Exercises; Appendix 5A: Interaction of a Random Block Effect and a Fixed Treatment Effect; 6 Latin Squares; 6.1 Introduction; 6.2 Formal Structure of Latin Squares; 6.3 Combining Latin Squares 6.4 Graeco-Latin Squares and Orthogonal Latin Squares6.5 Some Special Latin Squares and Variations on Latin Squares; 6.6 Frequency Squares; 6.7 Youden Square; Review Exercises; Appendix 6A: Some Standard Latin Squares; Appendix 6B: Mutually Orthogonal Latin Squares; Appendix 6C: Possible Youden Squares; 7 Split-Plot and Related Designs; 7.1 Introduction; 7.2 Background Material; 7.3 Examples of Situations That Lead to Split-Plots; 7.4 Statistical Analysis of Split-Plot Experiments; 7.5 Split-Split-Plot Experiments; 7.6 Strip-Plot Experiments; 7.7 Comments on Further Variations 7.8 Analysis of Covariance in Split-Plots7.9 Repeated Measures; Review Exercises; 8 Incomplete Block Designs; 8.1 Introduction; 8.2 Efficiency of Incomplete Block Designs; 8.3 Distribution-Free Analysis for Incomplete Block Designs; 8.4 Balanced Incomplete Block Designs; 8.5 Lattice Designs; 8.6 Cyclic Designs; 8.7 α-Designs; 8.8 Other Incomplete Block Designs; Review Exercises; Appendix 8A: Catalog of Incomplete Block Designs; 9 Repeated Treatments Designs; 9.1 Introduction; 9.2 Repeated Treatments Design Model; 9.3 Construction of Repeated Treatments Designs 9.4 Statistical Analysis of Repeated Treatments Design Data |
| Record Nr. | UNINA-9910841484403321 |
|
Giesbrecht Francis G. <1935->
|
||
| Hoboken, N.J., : Wiley-Interscience, c2004 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||