Chemometrics and intelligent laboratory systems [[e-journal]] |
Pubbl/distr/stampa | Amsterdam, : Elsevier Science Publishers B.V., 1986- |
Soggetto topico |
Chemistry - Statistical methods
Computation laboratories Mathematical models |
Soggetto genere / forma | Periodicals. |
ISSN | 1873-3239 |
Formato | Materiale a stampa |
Livello bibliografico | Periodico |
Lingua di pubblicazione | eng |
Altri titoli varianti |
Chemometrics and Intelligent Laboratory Systems
Chemometrics and intelligent laboratory systems. Laboratory information management |
Record Nr. | UNISA-996208780103316 |
Amsterdam, : Elsevier Science Publishers B.V., 1986- | ||
Materiale a stampa | ||
Lo trovi qui: Univ. di Salerno | ||
|
Chemometrics and intelligent laboratory systems [[e-journal]] |
Pubbl/distr/stampa | Amsterdam, : Elsevier Science Publishers B.V., 1986- |
Soggetto topico |
Chemistry - Statistical methods
Computation laboratories Mathematical models |
Soggetto genere / forma | Periodicals. |
ISSN | 1873-3239 |
Formato | Materiale a stampa |
Livello bibliografico | Periodico |
Lingua di pubblicazione | eng |
Altri titoli varianti |
Chemometrics and Intelligent Laboratory Systems
Chemometrics and intelligent laboratory systems. Laboratory information management |
Record Nr. | UNINA-9910146358103321 |
Amsterdam, : Elsevier Science Publishers B.V., 1986- | ||
Materiale a stampa | ||
Lo trovi qui: Univ. Federico II | ||
|
Data analysis for chemistry [[electronic resource] ] : an introductory guide for students and laboratory scientists / / D. Brynn Hibbert and J. Justin Gooding |
Autore | Hibbert D. B (D. Brynn), <1951-> |
Pubbl/distr/stampa | New York ; ; Oxford, : Oxford University Press, 2005 |
Descrizione fisica | 1 online resource (192 p.) |
Disciplina | 540/.72 |
Altri autori (Persone) | GoodingJ. Justin |
Collana | Oxford scholarship online |
Soggetto topico |
Chemistry - Statistical methods
Analysis of variance |
Soggetto genere / forma | Electronic books. |
ISBN |
0-19-756208-6
0-19-028993-7 1-280-53282-3 1-4237-3390-8 0-19-803671-X 1-60256-920-7 |
Formato | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Nota di contenuto | Contents; Readers' Guide: Definitions, Questions, and Useful Functions: Where to Find Things and What to Do; 1. Introduction; 2. Describing Data: Means and Confidence Intervals; 3. Hypothesis Testing; 4. Analysis of Variance; 5. Calibration; Appendix; Bibliography; Index |
Record Nr. | UNINA-9910450288403321 |
Hibbert D. B (D. Brynn), <1951-> | ||
New York ; ; Oxford, : Oxford University Press, 2005 | ||
Materiale a stampa | ||
Lo trovi qui: Univ. Federico II | ||
|
Data analysis for chemistry [[electronic resource] ] : an introductory guide for students and laboratory scientists / / D. Brynn Hibbert and J. Justin Gooding |
Autore | Hibbert D. B (D. Brynn), <1951-> |
Pubbl/distr/stampa | New York ; ; Oxford, : Oxford University Press, 2005 |
Descrizione fisica | 1 online resource (192 p.) |
Disciplina | 540/.72 |
Altri autori (Persone) | GoodingJ. Justin |
Collana | Oxford scholarship online |
Soggetto topico |
Chemistry - Statistical methods
Analysis of variance |
ISBN |
0-19-756208-6
0-19-028993-7 1-280-53282-3 1-4237-3390-8 0-19-803671-X 1-60256-920-7 |
Formato | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Nota di contenuto | Contents; Readers' Guide: Definitions, Questions, and Useful Functions: Where to Find Things and What to Do; 1. Introduction; 2. Describing Data: Means and Confidence Intervals; 3. Hypothesis Testing; 4. Analysis of Variance; 5. Calibration; Appendix; Bibliography; Index |
Record Nr. | UNINA-9910783678703321 |
Hibbert D. B (D. Brynn), <1951-> | ||
New York ; ; Oxford, : Oxford University Press, 2005 | ||
Materiale a stampa | ||
Lo trovi qui: Univ. Federico II | ||
|
Data analysis for chemistry : an introductory guide for students and laboratory scientists / / D. Brynn Hibbert and J. Justin Gooding |
Autore | Hibbert D. B (D. Brynn), <1951-> |
Edizione | [1st ed.] |
Pubbl/distr/stampa | New York ; ; Oxford, : Oxford University Press, 2005 |
Descrizione fisica | 1 online resource (192 p.) |
Disciplina | 540/.72 |
Altri autori (Persone) | GoodingJ. Justin |
Collana | Oxford scholarship online |
Soggetto topico |
Chemistry - Statistical methods
Analysis of variance |
ISBN |
0-19-756208-6
0-19-028993-7 1-280-53282-3 1-4237-3390-8 0-19-803671-X 1-60256-920-7 |
Formato | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Nota di contenuto | Contents; Readers' Guide: Definitions, Questions, and Useful Functions: Where to Find Things and What to Do; 1. Introduction; 2. Describing Data: Means and Confidence Intervals; 3. Hypothesis Testing; 4. Analysis of Variance; 5. Calibration; Appendix; Bibliography; Index |
Record Nr. | UNINA-9910810256803321 |
Hibbert D. B (D. Brynn), <1951-> | ||
New York ; ; Oxford, : Oxford University Press, 2005 | ||
Materiale a stampa | ||
Lo trovi qui: Univ. Federico II | ||
|
Journal of chemometrics |
Pubbl/distr/stampa | [Chichester, Sussex, England], : John Wiley & Sons, c1987- |
Disciplina | 540 |
Soggetto topico |
Chemistry - Mathematics
Chemistry - Statistical methods Chimie - Mathématiques Chimie - Méthodes statistiques 35.05 mathematical and statistical methods of chemistry |
ISSN | 1099-128X |
Formato | Materiale a stampa |
Livello bibliografico | Periodico |
Lingua di pubblicazione | eng |
Altri titoli varianti |
Chemometrics
J. chemometrics J. chemometrics, <2005-> |
Record Nr. | UNISA-996202951203316 |
[Chichester, Sussex, England], : John Wiley & Sons, c1987- | ||
Materiale a stampa | ||
Lo trovi qui: Univ. di Salerno | ||
|
Journal of chemometrics |
Pubbl/distr/stampa | [Chichester, Sussex, England], : John Wiley & Sons, c1987- |
Disciplina | 540 |
Soggetto topico |
Chemistry - Mathematics
Chemistry - Statistical methods Chimie - Mathématiques Chimie - Méthodes statistiques 35.05 mathematical and statistical methods of chemistry |
ISSN | 1099-128X |
Formato | Materiale a stampa |
Livello bibliografico | Periodico |
Lingua di pubblicazione | eng |
Altri titoli varianti |
Chemometrics
J. chemometrics J. chemometrics, <2005-> |
Record Nr. | UNINA-9910145600803321 |
[Chichester, Sussex, England], : John Wiley & Sons, c1987- | ||
Materiale a stampa | ||
Lo trovi qui: Univ. Federico II | ||
|
Laboratory statistics : methods in chemistry and health science / / Anders Kallner |
Autore | Kallner Anders |
Edizione | [Second edition.] |
Pubbl/distr/stampa | Amsterdam, Netherlands : , : Elsevier, , 2018 |
Descrizione fisica | 1 online resource (160 pages) |
Disciplina | 542 |
Soggetto topico |
Chemistry - Statistical methods
Medical sciences - Statistical methods |
ISBN |
0-12-814348-7
0-12-814349-5 |
Formato | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Record Nr. | UNINA-9910583347303321 |
Kallner Anders | ||
Amsterdam, Netherlands : , : Elsevier, , 2018 | ||
Materiale a stampa | ||
Lo trovi qui: Univ. Federico II | ||
|
Multi-way analysis with applications in the chemical sciences [[electronic resource] /] / Age Smilde, Rasmus Bro, and Paul Geladi |
Autore | Smilde Age K |
Pubbl/distr/stampa | Chichester, West Sussex, England ; ; Hoboken, NJ, : J. Wiley, c2004 |
Descrizione fisica | 1 online resource (397 p.) |
Disciplina |
540.1519535
540.72 540/.72 |
Altri autori (Persone) |
BroRasmus
GeladiPaul |
Soggetto topico |
Chemistry - Statistical methods
Multivariate analysis |
Soggetto genere / forma | Electronic books. |
ISBN |
1-280-27462-X
9786610274628 0-470-01211-0 0-470-01210-2 |
Formato | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Nota di contenuto |
Multi-way Analysis with Applications in the Chemical Sciences; CONTENTS; Foreword; Preface; Nomenclature and Conventions; 1 Introduction; 1.1 What is multi-way analysis?; 1.2 Conceptual aspects of multi-way data analysis; 1.3 Hierarchy of multivariate data structures in chemistry; 1.4 Principal component analysis and PARAFAC; 1.5 Summary; 2 Array definitions and properties; 2.1 Introduction; 2.2 Rows, columns and tubes; frontal, lateral and horizontal slices; 2.3 Elementary operations; 2.4 Linearity concepts; 2.5 Rank of two-way arrays; 2.6 Rank of three-way arrays
2.7 Algebra of multi-way analysis2.8 Summary; Appendix 2.A; 3 Two-way component and regression models; 3.1 Models for two-way one-block data analysis: component models; 3.2 Models for two-way two-block data analysis: regression models; 3.3 Summary; Appendix 3.A: some PCA results; Appendix 3.B: PLS algorithms; 4 Three-way component and regression models; 4.1 Historical introduction to multi-way models; 4.2 Models for three-way one-block data: three-way component models; 4.3 Models for three-way two-block data: three-way regression models; 4.4 Summary Appendix 4.A: alternative notation for the PARAFAC modelAppendix 4.B: alternative notations for the Tucker3 model; 5 Some properties of three-way component models; 5.1 Relationships between three-way component models; 5.2 Rotational freedom and uniqueness in three-way component models; 5.3 Properties of Tucker3 models; 5.4 Degeneracy problem in PARAFAC models; 5.5 Summary; 6 Algorithms; 6.1 Introduction; 6.2 Optimization techniques; 6.3 PARAFAC algorithms; 6.4 Tucker3 algorithms; 6.5 Tucker2 and Tucker1 algorithms; 6.6 Multi-linear partial least squares regression 6.7 Multi-way covariates regression models6.8 Core rotation in Tucker3 models; 6.9 Handling missing data; 6.10 Imposing non-negativity; 6.11 Summary; Appendix 6.A: closed-form solution for the PARAFAC model; Appendix 6.B: proof that the weights in trilinear PLS1 can be obtained from a singular value decomposition; 7 Validation and diagnostics; 7.1 What is validation?; 7.2 Test-set and cross-validation; 7.3 Selecting which model to use; 7.4 Selecting the number of components; 7.5 Residual and influence analysis; 7.6 Summary; 8 Visualization; 8.1 Introduction 8.2 History of plotting in three-way analysis8.3 History of plotting in chemical three-way analysis; 8.4 Scree plots; 8.5 Line plots; 8.6 Scatter plots; 8.7 Problems with scatter plots; 8.8 Image analysis; 8.9 Dendrograms; 8.10 Visualizing the Tucker core array; 8.11 Joint plots; 8.12 Residual plots; 8.13 Leverage plots; 8.14 Visualization of large data sets; 8.15 Summary; 9 Preprocessing; 9.1 Background; 9.2 Two-way centering; 9.3 Two-way scaling; 9.4 Simultaneous two-way centering and scaling; 9.5 Three-way preprocessing; 9.6 Summary; Appendix 9.A: other types of preprocessing Appendix 9.B: geometric view of centering |
Record Nr. | UNINA-9910143442703321 |
Smilde Age K | ||
Chichester, West Sussex, England ; ; Hoboken, NJ, : J. Wiley, c2004 | ||
Materiale a stampa | ||
Lo trovi qui: Univ. Federico II | ||
|
Multi-way analysis with applications in the chemical sciences [[electronic resource] /] / Age Smilde, Rasmus Bro, and Paul Geladi |
Autore | Smilde Age K |
Pubbl/distr/stampa | Chichester, West Sussex, England ; ; Hoboken, NJ, : J. Wiley, c2004 |
Descrizione fisica | 1 online resource (397 p.) |
Disciplina |
540.1519535
540.72 540/.72 |
Altri autori (Persone) |
BroRasmus
GeladiPaul |
Soggetto topico |
Chemistry - Statistical methods
Multivariate analysis |
ISBN |
1-280-27462-X
9786610274628 0-470-01211-0 0-470-01210-2 |
Formato | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Nota di contenuto |
Multi-way Analysis with Applications in the Chemical Sciences; CONTENTS; Foreword; Preface; Nomenclature and Conventions; 1 Introduction; 1.1 What is multi-way analysis?; 1.2 Conceptual aspects of multi-way data analysis; 1.3 Hierarchy of multivariate data structures in chemistry; 1.4 Principal component analysis and PARAFAC; 1.5 Summary; 2 Array definitions and properties; 2.1 Introduction; 2.2 Rows, columns and tubes; frontal, lateral and horizontal slices; 2.3 Elementary operations; 2.4 Linearity concepts; 2.5 Rank of two-way arrays; 2.6 Rank of three-way arrays
2.7 Algebra of multi-way analysis2.8 Summary; Appendix 2.A; 3 Two-way component and regression models; 3.1 Models for two-way one-block data analysis: component models; 3.2 Models for two-way two-block data analysis: regression models; 3.3 Summary; Appendix 3.A: some PCA results; Appendix 3.B: PLS algorithms; 4 Three-way component and regression models; 4.1 Historical introduction to multi-way models; 4.2 Models for three-way one-block data: three-way component models; 4.3 Models for three-way two-block data: three-way regression models; 4.4 Summary Appendix 4.A: alternative notation for the PARAFAC modelAppendix 4.B: alternative notations for the Tucker3 model; 5 Some properties of three-way component models; 5.1 Relationships between three-way component models; 5.2 Rotational freedom and uniqueness in three-way component models; 5.3 Properties of Tucker3 models; 5.4 Degeneracy problem in PARAFAC models; 5.5 Summary; 6 Algorithms; 6.1 Introduction; 6.2 Optimization techniques; 6.3 PARAFAC algorithms; 6.4 Tucker3 algorithms; 6.5 Tucker2 and Tucker1 algorithms; 6.6 Multi-linear partial least squares regression 6.7 Multi-way covariates regression models6.8 Core rotation in Tucker3 models; 6.9 Handling missing data; 6.10 Imposing non-negativity; 6.11 Summary; Appendix 6.A: closed-form solution for the PARAFAC model; Appendix 6.B: proof that the weights in trilinear PLS1 can be obtained from a singular value decomposition; 7 Validation and diagnostics; 7.1 What is validation?; 7.2 Test-set and cross-validation; 7.3 Selecting which model to use; 7.4 Selecting the number of components; 7.5 Residual and influence analysis; 7.6 Summary; 8 Visualization; 8.1 Introduction 8.2 History of plotting in three-way analysis8.3 History of plotting in chemical three-way analysis; 8.4 Scree plots; 8.5 Line plots; 8.6 Scatter plots; 8.7 Problems with scatter plots; 8.8 Image analysis; 8.9 Dendrograms; 8.10 Visualizing the Tucker core array; 8.11 Joint plots; 8.12 Residual plots; 8.13 Leverage plots; 8.14 Visualization of large data sets; 8.15 Summary; 9 Preprocessing; 9.1 Background; 9.2 Two-way centering; 9.3 Two-way scaling; 9.4 Simultaneous two-way centering and scaling; 9.5 Three-way preprocessing; 9.6 Summary; Appendix 9.A: other types of preprocessing Appendix 9.B: geometric view of centering |
Record Nr. | UNINA-9910830068003321 |
Smilde Age K | ||
Chichester, West Sussex, England ; ; Hoboken, NJ, : J. Wiley, c2004 | ||
Materiale a stampa | ||
Lo trovi qui: Univ. Federico II | ||
|