An Introduction to Data Analysis using Aggregation Functions in R

Simon James

ISBN 10: 3319467611 ISBN 13: 9783319467610

Editorial: Springer International Publishing, 2016

Idioma: Ingl�s

Condici�n: Usado - Excelente Encuadernaci�n de tapa dura

Guardar para m�s tarde

Vendido por Buchpark, Trebbin, Alemania

Vendedor de AbeBooks desde 30 de septiembre de 2021

Calificaci�n del vendedor: 5 de 5 estrellas

Ver los art�culos de este vendedor

Ver todos los ejemplares de este libro

Usado - Encuadernaci�n de tapa dura

Condici�n: Usado - Excelente

Precio: EUR 59,68 Convertir moneda

EUR 14,90 gastos de env�o desde Alemania a Espa�a Destinos, gastos y plazos de env�o

Cantidad disponible: 1 disponibles

A�adir al carrito

Guardar para m�s tarde

Descripci�n

Zustand: Sehr gut | Seiten: 212 | Sprache: Englisch | Produktart: B�cher.

N� de ref. del art�culo 27112660/12

Contactar al vendedor

Denunciar este art�culo

Detalles bibliogr�ficos

T�tulo

An Introduction to Data Analysis using Aggregation Functions in R

Editor

Springer International Publishing

Fecha de publicaci�n

2016

Idioma

Ingl�s

ISBN 10

3319467611

ISBN 13

9783319467610

Encuadernaci�n

Encuadernaci�n de tapa dura

Estado

Sehr gut

Cat�logos de vendedores

Acerca de

Sinopsis

This textbook helps future data analysts comprehend aggregation function theory and methods in an accessible way, focusing on a fundamental understanding of the data and summarization tools. Offering a broad overview of recent trends in aggregation research, it complements any study in statistical or machine learning techniques. Readers will learn how to program key functions in R without obtaining an extensive programming background.

Sections of the textbook cover background information and context, aggregating data with averaging functions, power means, and weighted averages including the Borda count. It explains how to transform data using normalization or scaling and standardization, as well as log, polynomial, and rank transforms. The section on averaging with interaction introduces OWS functions and the Choquet integral, simple functions that allow the handling of non-independent inputs. The final chapters examine software analysis with an emphasis on parameter identification rather than technical aspects.

This textbook is designed for students studying computer science or business who are interested in tools for summarizing and interpreting data, without requiring a strong mathematical background. It is also suitable for those working on sophisticated data science techniques who seek a better conception of fundamental data aggregation. Solutions to the practice questions are included in the textbook.

Acerca del autor

Simon James completed his PhD on The use of aggregation functions in decision making under the supervision of Dr. Gleb Beliakov at Deakin University in 2010. Since then he has held a Lecturing position in the School of Information Technology. Before undertaking his PhD, he had completed a double degree in education and arts, providing a solid grounding in reflective teaching practice. He currently teaches mathematics to students across a range of undergraduate and post-graduate courses, including education, science, IT and data analytics. His research interests to date have included aggregation functions, fuzzy sets, group decision making and consensus, and the application of indices in ecology. He has authored over 40 journal and conference papers and has been an associate editor for IEEE Transactions on Fuzzy Systems since 2015.

"Sobre este t�tulo" puede pertenecer a otra edici�n de este libro.

Descripci�n de la librer�a

Seit �ber 30 Jahren handeln wir mit B�chern. Begonnen hat alles als kleiner Fachbuchhandel in Berlin. Heute sind wir spezialisiert auf den An- und Verkauf gebrauchter B�cher. Noch immer liegt unser Fokus dabei auf den Kategorien: Fachbuch und englischsprachige Literatur. Hinzu kommen B�cher aus allen anderen Genres, wie Belletristik, Biografien oder Kinderb�cher. Unser oberstes Ziel ist dabei die Weiterverwendung von Dingen und die Schonung von Ressourcen. Neben dem Ankauf von privaten B�chern oder Haushaltsaufl�sungen kaufen wir bundesweit komplette Bibliotheken und Buchbest�nde von Institutionen auf, um diese nachhaltig ein weiteres Mal auf den Markt zu bringen. Parallel dazu bietet Buchpark die M�glichkeit, gro�e Mengen einzulagern. Ganze Bibliotheken und umfangreiche Buchbest�nde werden von uns professionell auf Qualit�tsmerkmale hin untersucht und sorgf�ltig f�r den Onlinehandel aufbereitet. Wir schenken B�chern ein zweites Leben.

Ver la p�gina web de la librer�a