TY - BOOK ID - 86143412 TI - Methods for the analysis of asymmetric proximity data AU - Bove, Giuseppe AU - Okada, Akinori AU - Vicari, Donatella PY - 2021 SN - 9811631727 9811631719 PB - Gateway East, Singapore : Springer, DB - UniCat KW - Statistics . KW - Applied Statistics. KW - Statistics and Computing/Statistics Programs. KW - Statistical Theory and Methods. KW - Statistical analysis KW - Statistical data KW - Statistical methods KW - Statistical science KW - Mathematics KW - Econometrics KW - Estadística KW - Anàlisi estadística KW - Control estadístic KW - Informació estadística KW - Economia KW - Matemàtica KW - Allisament (Estadística) KW - Anàlisi de regressió KW - Anàlisi de variància KW - Biometria KW - Censos KW - Correlació (Estadística) KW - Presa de decisions (Estadística) KW - Estadística comercial KW - Estadística demogràfica KW - Estadística econòmica KW - Estadística educativa KW - Estadística financera KW - Estadística industrial KW - Estadística matemàtica KW - Estadística mèdica KW - Mitjana (Estadística) KW - Models lineals (Estadística) KW - Models no lineals (Estadística) KW - Serveis estadístics KW - Sondejos d'opinió KW - Econometria KW - Investigació quantitativa KW - Asymptotic distribution (Probability theory) KW - Statistics. KW - Asymptotic expansions KW - Central limit theorem KW - Distribution (Probability theory) UR - https://www.unicat.be/uniCat?func=search&query=sysid:86143412 AB - This book provides an accessible introduction and practical guidelines to apply asymmetric multidimensional scaling, cluster analysis, and related methods to asymmetric one-mode two-way and three-way asymmetric data. A major objective of this book is to present to applied researchers a set of methods and algorithms for graphical representation and clustering of asymmetric relationships. Data frequently concern measurements of asymmetric relationships between pairs of objects from a given set (e.g., subjects, variables, attributes,…), collected in one or more matrices. Examples abound in many different fields such as psychology, sociology, marketing research, and linguistics and more recently several applications have appeared in technological areas including cybernetics, air traffic control, robotics, and network analysis. The capabilities of the presented algorithms are illustrated by carefully chosen examples and supported by extensive data analyses. A review of the specialized statistical software available for the applications is also provided. This monograph is highly recommended to readers who need a complete and up-to-date reference on methods for asymmetric proximity data analysis. ER -