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Matrix-Based Introduction to Multivariate Data Analysis [[electronic resource] /] / by Kohei Adachi
| Matrix-Based Introduction to Multivariate Data Analysis [[electronic resource] /] / by Kohei Adachi |
| Autore | Adachi Kohei |
| Edizione | [2nd ed. 2020.] |
| Pubbl/distr/stampa | Singapore : , : Springer Singapore : , : Imprint : Springer, , 2020 |
| Descrizione fisica | 1 online resource (457 pages) : illustrations |
| Disciplina | 519.535 |
| Soggetto topico |
Statistics
Mathematical statistics Statistical Theory and Methods Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences Statistics for Social Sciences, Humanities, Law Statistics and Computing/Statistics Programs Statistics for Business, Management, Economics, Finance, Insurance Probability and Statistics in Computer Science |
| ISBN | 981-15-4103-5 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Elementary matrix operations -- Intravariable statistics -- Inter-variable statistics -- Regression analysis -- Principal component analysis -- Principal component. |
| Record Nr. | UNISA-996418258103316 |
Adachi Kohei
|
||
| Singapore : , : Springer Singapore : , : Imprint : Springer, , 2020 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Matrix-Based Introduction to Multivariate Data Analysis / / by Kohei Adachi
| Matrix-Based Introduction to Multivariate Data Analysis / / by Kohei Adachi |
| Autore | Adachi Kohei |
| Edizione | [2nd ed. 2020.] |
| Pubbl/distr/stampa | Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2020 |
| Descrizione fisica | 1 online resource (457 pages) : illustrations |
| Disciplina | 519.535 |
| Soggetto topico |
Statistics
Social sciences - Statistical methods Mathematical statistics - Data processing Computer science - Mathematics Mathematical statistics Statistical Theory and Methods Statistics in Engineering, Physics, Computer Science, Chemistry and Earth Sciences Statistics in Social Sciences, Humanities, Law, Education, Behavorial Sciences, Public Policy Statistics and Computing Statistics in Business, Management, Economics, Finance, Insurance Probability and Statistics in Computer Science |
| ISBN |
9789811541032
9811541035 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Elementary matrix operations -- Intravariable statistics -- Inter-variable statistics -- Regression analysis -- Principal component analysis -- Principal component. |
| Record Nr. | UNINA-9910484437003321 |
|
Adachi Kohei
|
||
| Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2020 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Matrix-Based Introduction to Multivariate Data Analysis / / by Kohei Adachi
| Matrix-Based Introduction to Multivariate Data Analysis / / by Kohei Adachi |
| Autore | Adachi Kohei |
| Edizione | [1st ed. 2016.] |
| Pubbl/distr/stampa | Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2016 |
| Descrizione fisica | 1 online resource (XI, 301 p. 55 illus., 8 illus. in color.) |
| Disciplina | 519.535 |
| Soggetto topico |
Statistics
Social sciences - Statistical methods Mathematical statistics - Data processing Computer science - Mathematics Mathematical statistics Statistical Theory and Methods Statistics in Engineering, Physics, Computer Science, Chemistry and Earth Sciences Statistics in Social Sciences, Humanities, Law, Education, Behavorial Sciences, Public Policy Statistics and Computing Statistics in Business, Management, Economics, Finance, Insurance Probability and Statistics in Computer Science |
| ISBN |
9789811023415
9811023417 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Part 1. Elementary Statistics with Matrices -- 1 Introduction to Matrix Operations -- 2 Intra-variable Statistics -- 3 Inter-variable Statistics -- Part 2. Least Squares Procedures -- 4 Regression Analysis -- 5 Principal Component Analysis (Part 1) -- 6 Principal Component Analysis 2 (Part 2) -- 7 Cluster Analysis -- Part 3. Maximum Likelihood Procedures -- 8 Maximum Likelihood and Normal Distributions -- 9 Path Analysis -- 10 Confirmatory Factor Analysis -- 11 Structural Equation Modeling -- 12 Exploratory Factor Analysis -- Part 4. Miscellaneous Procedures -- 13 Rotation Techniques -- 14 Canonical Correlation and Multiple Correspondence Analyses -- 15 Discriminant Analysis -- 16 Multidimensional Scaling -- Appendices -- A1 Geometric Understanding of Matrices and Vectors -- A2 Decomposition of Sums of Squares -- A3 Singular Value Decomposition (SVD) -- A4 Matrix Computation Using SVD -- A5 Supplements for Probability Densities and Likelihoods -- A6 Iterative Algorithms -- References -- Index. |
| Record Nr. | UNINA-9910254097903321 |
|
Adachi Kohei
|
||
| Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2016 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||