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Applied Multivariate Statistics with R [[electronic resource] /] / by Daniel Zelterman
| Applied Multivariate Statistics with R [[electronic resource] /] / by Daniel Zelterman |
| Autore | Zelterman Daniel |
| Edizione | [2nd ed. 2022.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2022 |
| Descrizione fisica | 1 online resource (469 pages) |
| Disciplina | 570.285 |
| Collana | Statistics for Biology and Health |
| Soggetto topico |
Biometry
Bioinformatics Epidemiology Biostatistics Anàlisi multivariable Processament de dades R (Llenguatge de programació) |
| Soggetto genere / forma | Llibres electrònics |
| ISBN |
9783031130052
9783031130045 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Chapter 1. Introduction -- Chapter 2. Elements of R -- Chapter 3. Graphical Displays -- Chapter 4. Basic Linear Algebra -- Chapter 5. The Univariate Normal Distribution -- Chapter 6. Bivariate Normal Distribution -- Chapter 7. Multivariate Normal Distribution -- Chapter 8. Factor Methods -- Chapter 9. Multivariate Linear Regression -- Chapter 10. Discrimination and Classification -- Chapter 11. Clustering Methods -- Chapter 12. Basic Models for Longitudinal Data -- Chapter 13. Time Series Models -- Chapter 14. Other Useful Methods. |
| Record Nr. | UNINA-9910645887003321 |
Zelterman Daniel
|
||
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2022 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Applied Multivariate Statistics with R [[electronic resource] /] / by Daniel Zelterman
| Applied Multivariate Statistics with R [[electronic resource] /] / by Daniel Zelterman |
| Autore | Zelterman Daniel |
| Edizione | [2nd ed. 2022.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2022 |
| Descrizione fisica | 1 online resource (469 pages) |
| Disciplina | 570.285 |
| Collana | Statistics for Biology and Health |
| Soggetto topico |
Biometry
Bioinformatics Epidemiology Biostatistics Anàlisi multivariable Processament de dades R (Llenguatge de programació) |
| Soggetto genere / forma | Llibres electrònics |
| ISBN |
9783031130052
9783031130045 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Chapter 1. Introduction -- Chapter 2. Elements of R -- Chapter 3. Graphical Displays -- Chapter 4. Basic Linear Algebra -- Chapter 5. The Univariate Normal Distribution -- Chapter 6. Bivariate Normal Distribution -- Chapter 7. Multivariate Normal Distribution -- Chapter 8. Factor Methods -- Chapter 9. Multivariate Linear Regression -- Chapter 10. Discrimination and Classification -- Chapter 11. Clustering Methods -- Chapter 12. Basic Models for Longitudinal Data -- Chapter 13. Time Series Models -- Chapter 14. Other Useful Methods. |
| Record Nr. | UNISA-996508571303316 |
|
Zelterman Daniel
|
||
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2022 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Applied multivariate statistics with R [[electronic resource] /] / by Daniel Zelterman
| Applied multivariate statistics with R [[electronic resource] /] / by Daniel Zelterman |
| Autore | Zelterman Daniel |
| Edizione | [1st ed. 2015.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2015 |
| Descrizione fisica | 1 online resource (401 p.) |
| Disciplina | 519.535 |
| Collana | Statistics for Biology and Health |
| Soggetto topico |
Statistics
Biostatistics Epidemiology Bioinformatics Systems biology R (Computer program language) Statistics for Life Sciences, Medicine, Health Sciences Systems Biology |
| ISBN | 3-319-14093-0 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Introduction -- Elements of R -- Graphical Displays -- Basic Linear Algebra -- The Univariate Normal Distribution -- Bivariate Normal Distribution -- Multivariate Normal Distribution -- Factor Methods -- Multivariate Linear Regression -- Discrimination and Classification -- Clustering -- Time Series Models -- Other Useful Methods -- References -- Appendix -- Selected Solutions -- Index. |
| Record Nr. | UNINA-9910299761503321 |
|
Zelterman Daniel
|
||
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2015 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Discrete distributions [[electronic resource] ] : applications in the health sciences / / Daniel Zelterman
| Discrete distributions [[electronic resource] ] : applications in the health sciences / / Daniel Zelterman |
| Autore | Zelterman Daniel |
| Pubbl/distr/stampa | Hoboken, NJ, : John Wiley, 2004 |
| Descrizione fisica | 1 online resource (307 p.) |
| Disciplina |
519.24
519.2402461 610/.1/5118 |
| Collana | Wiley series in probability and statistics |
| Soggetto topico |
Medical sciences - Mathematics
Medical sciences - Mathematical models Medicine - Mathematics Distribution (Probability theory) Probabilities |
| ISBN |
1-280-23879-8
9786610238798 0-470-34589-6 0-470-86890-2 0-470-86889-9 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Discrete Distributions; Contents; Preface; Acknowledgements; About the Author; 1 Introduction; 1.1 Discrete Distributions in General; 1.2 Multivariate Discrete Distributions; 1.3 Binomial Distribution; 1.4 The Multinomial Distribution; 1.5 Poisson Distribution; 1.6 Negative Binomial Distribution; 1.7 Hypergeometric Distribution; 1.7.1 Negative hypergeometric distribution; 1.7.2 Extended hypergeometric distribution; 1.8 Stirling's Approximation; 2 Maximum Negative Binomial Distribution; 2.1 Introduction; 2.1.1 Outfitting the ark; 2.1.2 Medical screening application; 2.2 Elementary Properties
2.2.1 Shapes of the distribution2.2.2 Moments of the distribution; 2.2.3 Modes of the distribution; 2.3 Asymptotic Approximations; 2.3.1 Large values of c and p 1/2; 2.3.2 Large values of c and p = 1/2; 2.3.3 Extreme values of p; 2.4 Estimation of p; 2.4.1 The likelihood function; 2.4.2 The EM estimate; 2.4.3 A Bayesian estimate of p; 2.5 Programs and Numerical Results; 2.6 Appendix: The Likelihood Kernel; 3 The Maximum Negative Hypergeometric Distribution; 3.1 Introduction; 3.2 The Distribution; 3.3 Properties and Approximations; 3.3.1 Modes of the distribution; 3.3.2 A gamma approximation 3.3.3 A half-normal approximation3.3.4 A normal approximation; 3.4 Estimation; 3.5 Appendix; 3.5.1 The half-normal approximation; 3.5.2 The normal approximate distribution; 4 Univariate Discrete Distributions for Use with Twins; 4.1 Introduction; 4.2 The Univariate Twins Distribution; 4.3 Measures of Association in Twins; 4.4 The Danish Twin Registry; 4.4.1 Estimate of the effect; 4.4.2 Approximations; 4.5 Appendix; 4.5.1 The univariate twins distribution; 4.5.2 Approximating distributions; 4.6 Programs for the Univariate Twins Distribution; 5 Multivariate Distributions for Twins 5.1 Introduction5.2 Conditional Distributions; 5.2.1 Univariate conditional distribution; 5.2.2 Conditional association measure; 5.3 Conditional inference for the Danish twins; 5.4 Simultaneous Multivariate Distributions; 5.5 Multivariate Examination of the Twins; 5.6 Infinitesimal Multivariate Methods; 5.6.1 Models with no dependence; 5.6.2 Models for dependence; 5.6.3 The infinitesimal data; 5.7 Computer Programs; 5.7.1 Conditional distribution and association models in SAS; 5.7.2 Fortran program for multivariate inference; 6 Frequency Models for Family Disease Clusters; 6.1 Introduction 6.1.1 Examples6.1.2 Sampling methods employed; 6.1.3 Incidence and clustering; 6.2 Exact Inference Under Homogeneous Risk; 6.2.1 Enumeration algorithm; 6.2.2 Ascertainment sampling; 6.3 Numerical Examples; 6.3.1 IPF in COPD families; 6.3.2 Childhood cancer syndrome; 6.3.3 Childhood mortality in Brazil; 6.3.4 Household T. cruzi infections; 6.4 Conclusions; 6.5 Appendix: Mathematical Details; 6.5.1 The distribution of family frequencies; 6.5.2 A model for covariates; 6.5.3 Ascertainment sampling; 6.6 Program for Exact Test of Homogeneity; 7 Sums of Dependent Bernoulli's and Disease Clusters 7.1 Introduction |
| Record Nr. | UNINA-9910143553403321 |
|
Zelterman Daniel
|
||
| Hoboken, NJ, : John Wiley, 2004 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Discrete distributions [[electronic resource] ] : applications in the health sciences / / Daniel Zelterman
| Discrete distributions [[electronic resource] ] : applications in the health sciences / / Daniel Zelterman |
| Autore | Zelterman Daniel |
| Pubbl/distr/stampa | Hoboken, NJ, : John Wiley, 2004 |
| Descrizione fisica | 1 online resource (307 p.) |
| Disciplina |
519.24
519.2402461 610/.1/5118 |
| Collana | Wiley series in probability and statistics |
| Soggetto topico |
Medical sciences - Mathematics
Medical sciences - Mathematical models Medicine - Mathematics Distribution (Probability theory) Probabilities |
| ISBN |
1-280-23879-8
9786610238798 0-470-34589-6 0-470-86890-2 0-470-86889-9 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Discrete Distributions; Contents; Preface; Acknowledgements; About the Author; 1 Introduction; 1.1 Discrete Distributions in General; 1.2 Multivariate Discrete Distributions; 1.3 Binomial Distribution; 1.4 The Multinomial Distribution; 1.5 Poisson Distribution; 1.6 Negative Binomial Distribution; 1.7 Hypergeometric Distribution; 1.7.1 Negative hypergeometric distribution; 1.7.2 Extended hypergeometric distribution; 1.8 Stirling's Approximation; 2 Maximum Negative Binomial Distribution; 2.1 Introduction; 2.1.1 Outfitting the ark; 2.1.2 Medical screening application; 2.2 Elementary Properties
2.2.1 Shapes of the distribution2.2.2 Moments of the distribution; 2.2.3 Modes of the distribution; 2.3 Asymptotic Approximations; 2.3.1 Large values of c and p 1/2; 2.3.2 Large values of c and p = 1/2; 2.3.3 Extreme values of p; 2.4 Estimation of p; 2.4.1 The likelihood function; 2.4.2 The EM estimate; 2.4.3 A Bayesian estimate of p; 2.5 Programs and Numerical Results; 2.6 Appendix: The Likelihood Kernel; 3 The Maximum Negative Hypergeometric Distribution; 3.1 Introduction; 3.2 The Distribution; 3.3 Properties and Approximations; 3.3.1 Modes of the distribution; 3.3.2 A gamma approximation 3.3.3 A half-normal approximation3.3.4 A normal approximation; 3.4 Estimation; 3.5 Appendix; 3.5.1 The half-normal approximation; 3.5.2 The normal approximate distribution; 4 Univariate Discrete Distributions for Use with Twins; 4.1 Introduction; 4.2 The Univariate Twins Distribution; 4.3 Measures of Association in Twins; 4.4 The Danish Twin Registry; 4.4.1 Estimate of the effect; 4.4.2 Approximations; 4.5 Appendix; 4.5.1 The univariate twins distribution; 4.5.2 Approximating distributions; 4.6 Programs for the Univariate Twins Distribution; 5 Multivariate Distributions for Twins 5.1 Introduction5.2 Conditional Distributions; 5.2.1 Univariate conditional distribution; 5.2.2 Conditional association measure; 5.3 Conditional inference for the Danish twins; 5.4 Simultaneous Multivariate Distributions; 5.5 Multivariate Examination of the Twins; 5.6 Infinitesimal Multivariate Methods; 5.6.1 Models with no dependence; 5.6.2 Models for dependence; 5.6.3 The infinitesimal data; 5.7 Computer Programs; 5.7.1 Conditional distribution and association models in SAS; 5.7.2 Fortran program for multivariate inference; 6 Frequency Models for Family Disease Clusters; 6.1 Introduction 6.1.1 Examples6.1.2 Sampling methods employed; 6.1.3 Incidence and clustering; 6.2 Exact Inference Under Homogeneous Risk; 6.2.1 Enumeration algorithm; 6.2.2 Ascertainment sampling; 6.3 Numerical Examples; 6.3.1 IPF in COPD families; 6.3.2 Childhood cancer syndrome; 6.3.3 Childhood mortality in Brazil; 6.3.4 Household T. cruzi infections; 6.4 Conclusions; 6.5 Appendix: Mathematical Details; 6.5.1 The distribution of family frequencies; 6.5.2 A model for covariates; 6.5.3 Ascertainment sampling; 6.6 Program for Exact Test of Homogeneity; 7 Sums of Dependent Bernoulli's and Disease Clusters 7.1 Introduction |
| Record Nr. | UNINA-9910829979303321 |
|
Zelterman Daniel
|
||
| Hoboken, NJ, : John Wiley, 2004 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Discrete distributions [[electronic resource] ] : applications in the health sciences / / Daniel Zelterman
| Discrete distributions [[electronic resource] ] : applications in the health sciences / / Daniel Zelterman |
| Autore | Zelterman Daniel |
| Pubbl/distr/stampa | Hoboken, NJ, : John Wiley, 2004 |
| Descrizione fisica | 1 online resource (307 p.) |
| Disciplina |
519.24
519.2402461 610/.1/5118 |
| Collana | Wiley series in probability and statistics |
| Soggetto topico |
Medical sciences - Mathematics
Medical sciences - Mathematical models Medicine - Mathematics Distribution (Probability theory) Probabilities |
| ISBN |
1-280-23879-8
9786610238798 0-470-34589-6 0-470-86890-2 0-470-86889-9 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Discrete Distributions; Contents; Preface; Acknowledgements; About the Author; 1 Introduction; 1.1 Discrete Distributions in General; 1.2 Multivariate Discrete Distributions; 1.3 Binomial Distribution; 1.4 The Multinomial Distribution; 1.5 Poisson Distribution; 1.6 Negative Binomial Distribution; 1.7 Hypergeometric Distribution; 1.7.1 Negative hypergeometric distribution; 1.7.2 Extended hypergeometric distribution; 1.8 Stirling's Approximation; 2 Maximum Negative Binomial Distribution; 2.1 Introduction; 2.1.1 Outfitting the ark; 2.1.2 Medical screening application; 2.2 Elementary Properties
2.2.1 Shapes of the distribution2.2.2 Moments of the distribution; 2.2.3 Modes of the distribution; 2.3 Asymptotic Approximations; 2.3.1 Large values of c and p 1/2; 2.3.2 Large values of c and p = 1/2; 2.3.3 Extreme values of p; 2.4 Estimation of p; 2.4.1 The likelihood function; 2.4.2 The EM estimate; 2.4.3 A Bayesian estimate of p; 2.5 Programs and Numerical Results; 2.6 Appendix: The Likelihood Kernel; 3 The Maximum Negative Hypergeometric Distribution; 3.1 Introduction; 3.2 The Distribution; 3.3 Properties and Approximations; 3.3.1 Modes of the distribution; 3.3.2 A gamma approximation 3.3.3 A half-normal approximation3.3.4 A normal approximation; 3.4 Estimation; 3.5 Appendix; 3.5.1 The half-normal approximation; 3.5.2 The normal approximate distribution; 4 Univariate Discrete Distributions for Use with Twins; 4.1 Introduction; 4.2 The Univariate Twins Distribution; 4.3 Measures of Association in Twins; 4.4 The Danish Twin Registry; 4.4.1 Estimate of the effect; 4.4.2 Approximations; 4.5 Appendix; 4.5.1 The univariate twins distribution; 4.5.2 Approximating distributions; 4.6 Programs for the Univariate Twins Distribution; 5 Multivariate Distributions for Twins 5.1 Introduction5.2 Conditional Distributions; 5.2.1 Univariate conditional distribution; 5.2.2 Conditional association measure; 5.3 Conditional inference for the Danish twins; 5.4 Simultaneous Multivariate Distributions; 5.5 Multivariate Examination of the Twins; 5.6 Infinitesimal Multivariate Methods; 5.6.1 Models with no dependence; 5.6.2 Models for dependence; 5.6.3 The infinitesimal data; 5.7 Computer Programs; 5.7.1 Conditional distribution and association models in SAS; 5.7.2 Fortran program for multivariate inference; 6 Frequency Models for Family Disease Clusters; 6.1 Introduction 6.1.1 Examples6.1.2 Sampling methods employed; 6.1.3 Incidence and clustering; 6.2 Exact Inference Under Homogeneous Risk; 6.2.1 Enumeration algorithm; 6.2.2 Ascertainment sampling; 6.3 Numerical Examples; 6.3.1 IPF in COPD families; 6.3.2 Childhood cancer syndrome; 6.3.3 Childhood mortality in Brazil; 6.3.4 Household T. cruzi infections; 6.4 Conclusions; 6.5 Appendix: Mathematical Details; 6.5.1 The distribution of family frequencies; 6.5.2 A model for covariates; 6.5.3 Ascertainment sampling; 6.6 Program for Exact Test of Homogeneity; 7 Sums of Dependent Bernoulli's and Disease Clusters 7.1 Introduction |
| Record Nr. | UNINA-9910841573303321 |
|
Zelterman Daniel
|
||
| Hoboken, NJ, : John Wiley, 2004 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Models for discrete data [[electronic resource] /] / Daniel Zelterman
| Models for discrete data [[electronic resource] /] / Daniel Zelterman |
| Autore | Zelterman Daniel |
| Edizione | [Rev. ed.] |
| Pubbl/distr/stampa | Oxford, : Oxford University Press, 2006 |
| Descrizione fisica | 1 online resource (x, 285 p. ) : ill |
| Disciplina | 519.535 |
| Soggetto topico |
Multivariate analysis
Mathematics |
| Soggetto genere / forma | Electronic books. |
| ISBN |
1-280-90400-3
0-19-152343-7 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | 1. Introduction; 2. Sampling distributions; 3. Logistic regression; 4. Log-linear models; 5. Coordinate-free models; 6. Additional topics; Appendix A: Power for chi-squared tests; Appendix B: Program for exact tests; Appendix C: The hypergeometric distribution; References; Selected solutions and hints; Index; Examples index; Author index; Subject index |
| Record Nr. | UNINA-9910453588703321 |
|
Zelterman Daniel
|
||
| Oxford, : Oxford University Press, 2006 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Models for discrete data [[electronic resource] /] / Daniel Zelterman
| Models for discrete data [[electronic resource] /] / Daniel Zelterman |
| Autore | Zelterman Daniel |
| Edizione | [Rev. ed.] |
| Pubbl/distr/stampa | Oxford, : Oxford University Press, 2006 |
| Descrizione fisica | 1 online resource (x, 285 p. ) : ill |
| Disciplina | 519.535 |
| Soggetto topico |
Multivariate analysis
Mathematics |
| ISBN |
1-383-02967-9
1-280-90400-3 0-19-152343-7 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | 1. Introduction; 2. Sampling distributions; 3. Logistic regression; 4. Log-linear models; 5. Coordinate-free models; 6. Additional topics; Appendix A: Power for chi-squared tests; Appendix B: Program for exact tests; Appendix C: The hypergeometric distribution; References; Selected solutions and hints; Index; Examples index; Author index; Subject index |
| Record Nr. | UNINA-9910782334603321 |
|
Zelterman Daniel
|
||
| Oxford, : Oxford University Press, 2006 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Models for discrete data [[electronic resource] /] / Daniel Zelterman
| Models for discrete data [[electronic resource] /] / Daniel Zelterman |
| Autore | Zelterman Daniel |
| Edizione | [Rev. ed.] |
| Pubbl/distr/stampa | Oxford, : Oxford University Press, 2006 |
| Descrizione fisica | 1 online resource (x, 285 p. ) : ill |
| Disciplina | 519.535 |
| Soggetto topico |
Multivariate analysis
Mathematics |
| ISBN |
1-383-02967-9
1-280-90400-3 0-19-152343-7 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | 1. Introduction; 2. Sampling distributions; 3. Logistic regression; 4. Log-linear models; 5. Coordinate-free models; 6. Additional topics; Appendix A: Power for chi-squared tests; Appendix B: Program for exact tests; Appendix C: The hypergeometric distribution; References; Selected solutions and hints; Index; Examples index; Author index; Subject index |
| Record Nr. | UNINA-9910825723603321 |
|
Zelterman Daniel
|
||
| Oxford, : Oxford University Press, 2006 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||