Introduction to multivariate analysis : (Record no. 8056)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 03260cam a2200313 i 4500 |
| 001 - CONTROL NUMBER | |
| control field | 18132035 |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20221019131551.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 140429s2014 flua b 001 0 eng |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 9781466567283 (hbk.) |
| 040 ## - CATALOGING SOURCE | |
| Original cataloging agency | DLC |
| 082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 519.535 |
| Book number | KON/I |
| 100 1# - MAIN ENTRY--AUTHOR NAME | |
| Personal name | Konishi, Sadanori. |
| 245 10 - TITLE STATEMENT | |
| Title | Introduction to multivariate analysis : |
| Sub Title | linear and nonlinear modeling / |
| Statement of responsibility, etc | by Sadanori Konishi. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication | Boca Raton : |
| Name of publisher | CRC Press, |
| Year of publication | 2014. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Number of Pages | xxv, 312 p. : |
| Other physical details(ill.) | illu. ; |
| Dimensions(size) | 24 cm. |
| 490 0# - SERIES STATEMENT | |
| Series statement | Chapman & Hall/CRC Texts in Statistical Science series. |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE | |
| Bibliography, etc | Includes bibliographical references and index. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc | "Multivariate techniques are used to analyze data that arise from more than one variable in which there are relationships between the variables. Mainly based on the linearity of observed variables, these techniques are useful for extracting information and patterns from multivariate data as well as for the understanding the structure of random phenomena. This book describes the concepts of linear and nonlinear multivariate techniques, including regression modeling, classification, discrimination, dimension reduction, and clustering"-- |
| Summary, etc | "The aim of statistical science is to develop the methodology and the theory for extracting useful information from data and for reasonable inference to elucidate phenomena with uncertainty in various fields of the natural and social sciences. The data contain information about the random phenomenon under consideration and the objective of statistical analysis is to express this information in an understandable form using statistical procedures. We also make inferences about the unknown aspects of random phenomena and seek an understanding of causal relationships. Multivariate analysis refers to techniques used to analyze data that arise from multiple variables between which there are some relationships. Multivariate analysis has been widely used for extracting useful information and patterns from multivariate data and for understanding the structure of random phenomena. Techniques would include regression, discriminant analysis, principal component analysis, clustering, etc., and are mainly based on the linearity of observed variables. In recent years, the wide availability of fast and inexpensive computers enables us to accumulate a huge amount of data with complex structure and/or high-dimensional data. Such data accumulation is also accelerated by the development and proliferation of electronic measurement and instrumentation technologies. Such data sets arise in various fields of science and industry, including bioinformatics, medicine, pharmaceuticals, systems engineering, pattern recognition, earth and environmental sciences, economics and marketing. "-- |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | Multivariate analysis. |
| Topical Term | MATHEMATICS / Probability & Statistics / General. |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | Technical Reference Book |
| Koha issues (borrowed), all copies | 2 |
| Withdrawn status | Lost status | Damaged status | Not for loan | Home library | Current library | Date acquired | Full call number | Accession Number | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|
| Not withdrawn | Not Lost | not damaged | Central Library, IIT Bhubaneswar | Central Library, IIT Bhubaneswar | 04/11/2016 | 519.535 KON/I | 7758 | 04/11/2016 | Technical Reference Book |