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Robust asymptotic statistics / Helmut Rieder
| Robust asymptotic statistics / Helmut Rieder |
| Autore | Rieder, Helmut |
| Pubbl/distr/stampa | New York : Springer-Verlag, c1994 |
| Descrizione fisica | xxii, 390 p. ; 24 cm. |
| Disciplina | 519.54 |
| Collana | Springer series in statistics |
| Soggetto topico |
Mathematical statistics
Robust statistics |
| ISBN | 0387942629 |
| Classificazione |
AMS 62F35
QA276.R515 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNISALENTO-991001309559707536 |
Rieder, Helmut
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| New York : Springer-Verlag, c1994 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. del Salento | ||
| ||
Robust diagnostic regression analysis / Anthony Atkinson, Marco Riani
| Robust diagnostic regression analysis / Anthony Atkinson, Marco Riani |
| Autore | Atkinson, Anthony Curtis |
| Pubbl/distr/stampa | New York : Springer, c2000 |
| Descrizione fisica | xvi, 327 p. : ill. ; 25 cm |
| Disciplina | 519.536 |
| Altri autori (Persone) | Riani, Marcoauthor |
| Collana | Springer texts in statistics |
| Soggetto topico |
Regression analysis
Robust statistics |
| ISBN | 0387950176 (hardcover : alk. paper) |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNISALENTO-991001802229707536 |
|
Atkinson, Anthony Curtis
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| New York : Springer, c2000 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. del Salento | ||
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Robust estimation and hypothesis testing [[electronic resource] /] / Moti L. Tiku, Aysen D. Akkaya
| Robust estimation and hypothesis testing [[electronic resource] /] / Moti L. Tiku, Aysen D. Akkaya |
| Autore | Tiku Moti Lal |
| Pubbl/distr/stampa | New Delhi, : New Age International (P) Ltd., Publishers, 2004 |
| Descrizione fisica | 1 online resource (354 p.) |
| Disciplina | 519.5/44 |
| Altri autori (Persone) | AkkayaAysen D |
| Soggetto topico |
Robust statistics
Nonparametric statistics Estimation theory |
| Soggetto genere / forma | Electronic books. |
| ISBN |
1-281-89246-7
9786611892463 81-224-2537-2 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Cover; Preface; Contents; Chapter 1 Robustness of Some Classical Estimators and Tests; Chapter 2 Estimation of Location and Scale Parameters; Chapter 3 Linear Regression with Normal and Non-normal Error Distributions; Chapter 4 Binary Regression with Logistic and Nonlogistic Density Functions; Chapter 5 Autoregressive Models in Normal and Non-Normal Situations; Chapter 6 Analysis of Variance in Experimental Design; Chapter 7 Censored Samples from Normal and Non-Normal Distributions; Chapter 8 Robustness of Estimators and Tests; Chapter 9 Goodness-of-fit and Detection of Outliers
Chapter 10 Estimation in Sample SurveyChapter 11 Applications; Bibliography; Index |
| Record Nr. | UNINA-9910454541803321 |
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Tiku Moti Lal
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| New Delhi, : New Age International (P) Ltd., Publishers, 2004 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Robust estimation and hypothesis testing [[electronic resource] /] / Moti L. Tiku, Aysen D. Akkaya
| Robust estimation and hypothesis testing [[electronic resource] /] / Moti L. Tiku, Aysen D. Akkaya |
| Autore | Tiku Moti Lal |
| Pubbl/distr/stampa | New Delhi, : New Age International (P) Ltd., Publishers, 2004 |
| Descrizione fisica | 1 online resource (354 p.) |
| Disciplina | 519.5/44 |
| Altri autori (Persone) | AkkayaAysen D |
| Soggetto topico |
Robust statistics
Nonparametric statistics Estimation theory |
| ISBN |
1-281-89246-7
9786611892463 81-224-2537-2 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Cover; Preface; Contents; Chapter 1 Robustness of Some Classical Estimators and Tests; Chapter 2 Estimation of Location and Scale Parameters; Chapter 3 Linear Regression with Normal and Non-normal Error Distributions; Chapter 4 Binary Regression with Logistic and Nonlogistic Density Functions; Chapter 5 Autoregressive Models in Normal and Non-Normal Situations; Chapter 6 Analysis of Variance in Experimental Design; Chapter 7 Censored Samples from Normal and Non-Normal Distributions; Chapter 8 Robustness of Estimators and Tests; Chapter 9 Goodness-of-fit and Detection of Outliers
Chapter 10 Estimation in Sample SurveyChapter 11 Applications; Bibliography; Index |
| Record Nr. | UNINA-9910782780803321 |
|
Tiku Moti Lal
|
||
| New Delhi, : New Age International (P) Ltd., Publishers, 2004 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Robust estimation and hypothesis testing [[electronic resource] /] / Moti L. Tiku, Aysen D. Akkaya
| Robust estimation and hypothesis testing [[electronic resource] /] / Moti L. Tiku, Aysen D. Akkaya |
| Autore | Tiku Moti Lal |
| Edizione | [1st ed.] |
| Pubbl/distr/stampa | New Delhi, : New Age International (P) Ltd., Publishers, 2004 |
| Descrizione fisica | 1 online resource (354 p.) |
| Disciplina | 519.5/44 |
| Altri autori (Persone) | AkkayaAysen D |
| Soggetto topico |
Robust statistics
Nonparametric statistics Estimation theory |
| ISBN |
1-281-89246-7
9786611892463 81-224-2537-2 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Cover; Preface; Contents; Chapter 1 Robustness of Some Classical Estimators and Tests; Chapter 2 Estimation of Location and Scale Parameters; Chapter 3 Linear Regression with Normal and Non-normal Error Distributions; Chapter 4 Binary Regression with Logistic and Nonlogistic Density Functions; Chapter 5 Autoregressive Models in Normal and Non-Normal Situations; Chapter 6 Analysis of Variance in Experimental Design; Chapter 7 Censored Samples from Normal and Non-Normal Distributions; Chapter 8 Robustness of Estimators and Tests; Chapter 9 Goodness-of-fit and Detection of Outliers
Chapter 10 Estimation in Sample SurveyChapter 11 Applications; Bibliography; Index |
| Record Nr. | UNINA-9910812868103321 |
|
Tiku Moti Lal
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||
| New Delhi, : New Age International (P) Ltd., Publishers, 2004 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Robust estimation and testing [[electronic resource] /] / Robert G. Staudte, Simon J. Sheather
| Robust estimation and testing [[electronic resource] /] / Robert G. Staudte, Simon J. Sheather |
| Autore | Staudte Robert G |
| Pubbl/distr/stampa | New York, : Wiley, c1990 |
| Descrizione fisica | 1 online resource (382 p.) |
| Disciplina |
519.5
519.5/44 519.544 |
| Altri autori (Persone) | SheatherSimon J |
| Collana | Wiley series in probability and mathematical statistics. Applied probability and statistics |
| Soggetto topico |
Estimation theory
Robust statistics |
| Soggetto genere / forma | Electronic books. |
| ISBN |
1-283-27998-3
9786613279989 1-118-16548-9 1-118-16549-7 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Robust Estimation and Testing; Contents; 1. The Field of Statistics; 1.1 The Role of Statistics in Scientific Inference; 1.1.1 The Scientific Method; 1.1.2 Statistical Support for the Scientific Method; 1.1.3 The Significance of a Result; 1.1.4 The Challenge to Statisticians; 1.2 Recent Trends in Statistics; 1.2.1 Mathematical Statistics; 1.2.2 The Impact of Computers; 1.2.3 Robust Statistics; 1.3 The Case for Descriptive Measures; 1.3.1 Nonparametric Neighborhoods of Parametric Models; 1.3.2 Descriptive Measures; 1.4 The Domain and Range of This Book; 1.5 Problems; 1.6 Complements
1.6.1 Other Approaches to Robust Statistics1.6.2 Significance of an Experimental Result; 2. Estimating Scale-Finite Sample Results; 2.1 Examples; 2.2 Scale Parameter Families; 2.2.1 Definitions and Properties; 2.2.2 Examples of Continuous Scale Parameter Families; 2.3 Finite Sample Properties of Estimators; 2.3.1 Unbiasedness, Scale Equivariance, and Mean Squared Error; 2.3.2 Estimators of an Exponential Scale Parameter; 2.3.3 Mixture Models for Contamination; 2.3.4 Simulation Results; 2.3.5 Finite Sample Breakdown Point; 2.4 Standard Errors, the Bootstrap 2.4.1 Traditional Estimates of Standard Error2.4.2 Bootstrap Estimates of Standard Error; 2.4.3 An Illustration of Bootstrap Calculations; 2.4.4 Evaluating the Standard Error Estimates; 2.5 Problems; 2.6 Complements; 2.6.1 The Breakdown Point; 2.6.2 Further Developments on the Bootstrap; 3. Estimating Scale-Asymptotic Results; 3.1 Consistency, Asymptotic Normality, and Efficiency; 3.1.1 Representing Estimators by Descriptive Measures; 3.1.2 Consistency, Asymptotic Normality, and Relative Efficiency; 3.2 Robustness Concepts; 3.2.1 The Breakdown Point; 3.2.2 The Influence Function 3.2.3* L-Estimators3.2.4* Qualitative Robustness; 3.2.5 Concluding Remarks; 3.3 Descriptive Measures of Scale; 3.3.1 Measures of Scale; 3.3.2 Efficiency in Terms of Standardized Variance; 3.3.3 Simulation Results; 3.3.4 Summary; 3.4* Stability of Estimators on Neighborhoods of the Exponential Scale Parameter Family; 3.4.1 The Relative Efficiency Approach; 3.4.2 The Infinitesimal Approach; 3.5 Estimates of Standard Error; 3.5.1 Influence Function Estimates; 3.5.2 Bootstrap Estimates of Standard Error; 3.6 Problems; 3.7 Complements; 3.7.1 Sensitivity Curve 3.7.2 Resistant Estimates and Qualitative Robustness3.7.3 Standard and Nonstandard Errors; 4. Location-Dispersion Estimation; 4.1 Introduction and Examples; 4.1.1 Some Initial Questions; 4.1.2 Examples; 4.2 Location-Scale Parameter Families; 4.2.1 Definitions and Properties; 4.2.2 Examples of Location-Scale Families; 4.3 Estimators of Location; 4.3.1 Descriptive Measures of Location; 4.3.2 L-Estimators; 4.3.3 M-Estimators; 4.3.4 R-Estimators; 4.4 Estimators of Dispersion; 4.4.1 Descriptive Measures of Dispersion; 4.4.2 Performance of Some Dispersion Estimators 4.5 Joint Estimation of Location and Dispersion |
| Record Nr. | UNINA-9910139576103321 |
|
Staudte Robert G
|
||
| New York, : Wiley, c1990 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Robust estimation and testing [[electronic resource] /] / Robert G. Staudte, Simon J. Sheather
| Robust estimation and testing [[electronic resource] /] / Robert G. Staudte, Simon J. Sheather |
| Autore | Staudte Robert G |
| Pubbl/distr/stampa | New York, : Wiley, c1990 |
| Descrizione fisica | 1 online resource (382 p.) |
| Disciplina |
519.5
519.5/44 519.544 |
| Altri autori (Persone) | SheatherSimon J |
| Collana | Wiley series in probability and mathematical statistics. Applied probability and statistics |
| Soggetto topico |
Estimation theory
Robust statistics |
| ISBN |
1-283-27998-3
9786613279989 1-118-16548-9 1-118-16549-7 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Robust Estimation and Testing; Contents; 1. The Field of Statistics; 1.1 The Role of Statistics in Scientific Inference; 1.1.1 The Scientific Method; 1.1.2 Statistical Support for the Scientific Method; 1.1.3 The Significance of a Result; 1.1.4 The Challenge to Statisticians; 1.2 Recent Trends in Statistics; 1.2.1 Mathematical Statistics; 1.2.2 The Impact of Computers; 1.2.3 Robust Statistics; 1.3 The Case for Descriptive Measures; 1.3.1 Nonparametric Neighborhoods of Parametric Models; 1.3.2 Descriptive Measures; 1.4 The Domain and Range of This Book; 1.5 Problems; 1.6 Complements
1.6.1 Other Approaches to Robust Statistics1.6.2 Significance of an Experimental Result; 2. Estimating Scale-Finite Sample Results; 2.1 Examples; 2.2 Scale Parameter Families; 2.2.1 Definitions and Properties; 2.2.2 Examples of Continuous Scale Parameter Families; 2.3 Finite Sample Properties of Estimators; 2.3.1 Unbiasedness, Scale Equivariance, and Mean Squared Error; 2.3.2 Estimators of an Exponential Scale Parameter; 2.3.3 Mixture Models for Contamination; 2.3.4 Simulation Results; 2.3.5 Finite Sample Breakdown Point; 2.4 Standard Errors, the Bootstrap 2.4.1 Traditional Estimates of Standard Error2.4.2 Bootstrap Estimates of Standard Error; 2.4.3 An Illustration of Bootstrap Calculations; 2.4.4 Evaluating the Standard Error Estimates; 2.5 Problems; 2.6 Complements; 2.6.1 The Breakdown Point; 2.6.2 Further Developments on the Bootstrap; 3. Estimating Scale-Asymptotic Results; 3.1 Consistency, Asymptotic Normality, and Efficiency; 3.1.1 Representing Estimators by Descriptive Measures; 3.1.2 Consistency, Asymptotic Normality, and Relative Efficiency; 3.2 Robustness Concepts; 3.2.1 The Breakdown Point; 3.2.2 The Influence Function 3.2.3* L-Estimators3.2.4* Qualitative Robustness; 3.2.5 Concluding Remarks; 3.3 Descriptive Measures of Scale; 3.3.1 Measures of Scale; 3.3.2 Efficiency in Terms of Standardized Variance; 3.3.3 Simulation Results; 3.3.4 Summary; 3.4* Stability of Estimators on Neighborhoods of the Exponential Scale Parameter Family; 3.4.1 The Relative Efficiency Approach; 3.4.2 The Infinitesimal Approach; 3.5 Estimates of Standard Error; 3.5.1 Influence Function Estimates; 3.5.2 Bootstrap Estimates of Standard Error; 3.6 Problems; 3.7 Complements; 3.7.1 Sensitivity Curve 3.7.2 Resistant Estimates and Qualitative Robustness3.7.3 Standard and Nonstandard Errors; 4. Location-Dispersion Estimation; 4.1 Introduction and Examples; 4.1.1 Some Initial Questions; 4.1.2 Examples; 4.2 Location-Scale Parameter Families; 4.2.1 Definitions and Properties; 4.2.2 Examples of Location-Scale Families; 4.3 Estimators of Location; 4.3.1 Descriptive Measures of Location; 4.3.2 L-Estimators; 4.3.3 M-Estimators; 4.3.4 R-Estimators; 4.4 Estimators of Dispersion; 4.4.1 Descriptive Measures of Dispersion; 4.4.2 Performance of Some Dispersion Estimators 4.5 Joint Estimation of Location and Dispersion |
| Record Nr. | UNINA-9910830171303321 |
|
Staudte Robert G
|
||
| New York, : Wiley, c1990 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Robust estimation and testing [[electronic resource] /] / Robert G. Staudte, Simon J. Sheather
| Robust estimation and testing [[electronic resource] /] / Robert G. Staudte, Simon J. Sheather |
| Autore | Staudte Robert G |
| Pubbl/distr/stampa | New York, : Wiley, c1990 |
| Descrizione fisica | 1 online resource (382 p.) |
| Disciplina |
519.5
519.5/44 519.544 |
| Altri autori (Persone) | SheatherSimon J |
| Collana | Wiley series in probability and mathematical statistics. Applied probability and statistics |
| Soggetto topico |
Estimation theory
Robust statistics |
| ISBN |
1-283-27998-3
9786613279989 1-118-16548-9 1-118-16549-7 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Robust Estimation and Testing; Contents; 1. The Field of Statistics; 1.1 The Role of Statistics in Scientific Inference; 1.1.1 The Scientific Method; 1.1.2 Statistical Support for the Scientific Method; 1.1.3 The Significance of a Result; 1.1.4 The Challenge to Statisticians; 1.2 Recent Trends in Statistics; 1.2.1 Mathematical Statistics; 1.2.2 The Impact of Computers; 1.2.3 Robust Statistics; 1.3 The Case for Descriptive Measures; 1.3.1 Nonparametric Neighborhoods of Parametric Models; 1.3.2 Descriptive Measures; 1.4 The Domain and Range of This Book; 1.5 Problems; 1.6 Complements
1.6.1 Other Approaches to Robust Statistics1.6.2 Significance of an Experimental Result; 2. Estimating Scale-Finite Sample Results; 2.1 Examples; 2.2 Scale Parameter Families; 2.2.1 Definitions and Properties; 2.2.2 Examples of Continuous Scale Parameter Families; 2.3 Finite Sample Properties of Estimators; 2.3.1 Unbiasedness, Scale Equivariance, and Mean Squared Error; 2.3.2 Estimators of an Exponential Scale Parameter; 2.3.3 Mixture Models for Contamination; 2.3.4 Simulation Results; 2.3.5 Finite Sample Breakdown Point; 2.4 Standard Errors, the Bootstrap 2.4.1 Traditional Estimates of Standard Error2.4.2 Bootstrap Estimates of Standard Error; 2.4.3 An Illustration of Bootstrap Calculations; 2.4.4 Evaluating the Standard Error Estimates; 2.5 Problems; 2.6 Complements; 2.6.1 The Breakdown Point; 2.6.2 Further Developments on the Bootstrap; 3. Estimating Scale-Asymptotic Results; 3.1 Consistency, Asymptotic Normality, and Efficiency; 3.1.1 Representing Estimators by Descriptive Measures; 3.1.2 Consistency, Asymptotic Normality, and Relative Efficiency; 3.2 Robustness Concepts; 3.2.1 The Breakdown Point; 3.2.2 The Influence Function 3.2.3* L-Estimators3.2.4* Qualitative Robustness; 3.2.5 Concluding Remarks; 3.3 Descriptive Measures of Scale; 3.3.1 Measures of Scale; 3.3.2 Efficiency in Terms of Standardized Variance; 3.3.3 Simulation Results; 3.3.4 Summary; 3.4* Stability of Estimators on Neighborhoods of the Exponential Scale Parameter Family; 3.4.1 The Relative Efficiency Approach; 3.4.2 The Infinitesimal Approach; 3.5 Estimates of Standard Error; 3.5.1 Influence Function Estimates; 3.5.2 Bootstrap Estimates of Standard Error; 3.6 Problems; 3.7 Complements; 3.7.1 Sensitivity Curve 3.7.2 Resistant Estimates and Qualitative Robustness3.7.3 Standard and Nonstandard Errors; 4. Location-Dispersion Estimation; 4.1 Introduction and Examples; 4.1.1 Some Initial Questions; 4.1.2 Examples; 4.2 Location-Scale Parameter Families; 4.2.1 Definitions and Properties; 4.2.2 Examples of Location-Scale Families; 4.3 Estimators of Location; 4.3.1 Descriptive Measures of Location; 4.3.2 L-Estimators; 4.3.3 M-Estimators; 4.3.4 R-Estimators; 4.4 Estimators of Dispersion; 4.4.1 Descriptive Measures of Dispersion; 4.4.2 Performance of Some Dispersion Estimators 4.5 Joint Estimation of Location and Dispersion |
| Record Nr. | UNINA-9910841636403321 |
|
Staudte Robert G
|
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| New York, : Wiley, c1990 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Robust statistics / / Peter J. Huber, Elvezio M. Ronchetti
| Robust statistics / / Peter J. Huber, Elvezio M. Ronchetti |
| Autore | Huber Peter J. |
| Edizione | [2nd ed.] |
| Pubbl/distr/stampa | Hoboken, New Jersey : , : Wiley, , [2009] |
| Descrizione fisica | 1 online resource (372 p.) |
| Disciplina | 519.5 |
| Collana | Wiley series in probability and statistics |
| Soggetto topico | Robust statistics |
| ISBN |
1-118-21033-6
1-282-36819-2 9786612368196 0-470-43469-4 0-470-43468-6 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | ROBUST STATISTICS; CONTENTS; Preface; Preface to First Edition; 1 Generalities; 2 The Weak Topology and its Metrization; 3 The Basic Types of Estimates; 4 Asymptotic Minimax Theory for Estimating Location; 5 Scale Estimates; 6 Multiparameter Problems-in Particular Joint Estimation of Location and Scale; 7 Regression; 8 Robust Covariance and Correlation Matrices; 9 Robustness of Design; 10 Exact Finite Sample Results; 11 Finite Sample Breakdown Point; 12 Infinitesimal Robustness; 13 Robust Tests; 14 Small Sample Asymptotics; 15 Bayesian Robustness; References; Index |
| Record Nr. | UNINA-9910146106203321 |
|
Huber Peter J.
|
||
| Hoboken, New Jersey : , : Wiley, , [2009] | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Robust statistics / / Peter J. Huber, Elvezio M. Ronchetti
| Robust statistics / / Peter J. Huber, Elvezio M. Ronchetti |
| Autore | Huber Peter J. |
| Edizione | [2nd ed.] |
| Pubbl/distr/stampa | Hoboken, New Jersey : , : Wiley, , [2009] |
| Descrizione fisica | 1 online resource (372 p.) |
| Disciplina | 519.5 |
| Collana | Wiley series in probability and statistics |
| Soggetto topico | Robust statistics |
| ISBN |
1-118-21033-6
1-282-36819-2 9786612368196 0-470-43469-4 0-470-43468-6 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | ROBUST STATISTICS; CONTENTS; Preface; Preface to First Edition; 1 Generalities; 2 The Weak Topology and its Metrization; 3 The Basic Types of Estimates; 4 Asymptotic Minimax Theory for Estimating Location; 5 Scale Estimates; 6 Multiparameter Problems-in Particular Joint Estimation of Location and Scale; 7 Regression; 8 Robust Covariance and Correlation Matrices; 9 Robustness of Design; 10 Exact Finite Sample Results; 11 Finite Sample Breakdown Point; 12 Infinitesimal Robustness; 13 Robust Tests; 14 Small Sample Asymptotics; 15 Bayesian Robustness; References; Index |
| Record Nr. | UNINA-9910830840003321 |
|
Huber Peter J.
|
||
| Hoboken, New Jersey : , : Wiley, , [2009] | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
