Learn and Grow | Author Interviews | Book Summaries | Book lists | Summaries | Author Interviews | Shop Nonfiction books | Booklists | Non-fiction books | Book Reviews | Best Business Books | Best Management Books | Best Leadership Books | Best Business Strategy Books | Best Finance Books | Best Investment Books | Best History Books | Best World History Books | Best China History Books | Best India History Books | Best British India Books | Best American History Books | Best Science Books | Best Technology Books | Best Slavery Books | Best Economics Books | Best Macroeconomics Books | Best Health Books | Best Medicine History Books | Best Travel Books | Book Events | Author Events | Virtual Book Launch | Latest nonfiction books | Upcoming nonfiction books | Best University Presses | Harvard University Press | Yale University Press | Stanford University Press | Columbia University Press | Oxford University Press | Cambridge University Press | Chicago University Press | Pulitzer Prize | Recommended Books | Readara Book Experts | Readara Booklists | Readara Book summaries | Best Author Interviews | Best Nobel Prize Winners Books | Connect with Book Editors | Book Designers | Book Printers | Book Cover Designers | Best Book Agents List | Book PR and Marketing Agencies List | Book Wholesalers List Nonfiction books | Booklists | Non-fiction books | Book Reviews | Best Business Books | Best Management Books | Best Leadership Books | Best Business Strategy Books | Best Finance Books | Best Investment Books | Best History Books | Best World History Books | Best China History Books | Best India History Books | Best British India Books | Best American History Books | Best Science Books | Best Technology Books | Best Slavery Books | Best Economics Books | Best Macroeconomics Books | Best Health Books | Best Medicine History Books | Best Travel Books | Book Events | Author Events | Virtual Book Launch | Latest nonfiction books | Upcoming nonfiction books | Best University Presses | Harvard University Press | Yale University Press | Stanford University Press | Columbia University Press | Oxford University Press | Cambridge University Press | Chicago University Press | Pulitzer Prize | Recommended Books | Readara Book Experts | Readara Booklists | Readara Book summaries | Best Author Interviews | Best Nobel Prize Winners Books | Connect with Book Editors | Book Designers | Book Printers | Book Cover Designers | Best Book Agents List | Book PR and Marketing Agencies List | Book Wholesalers List | Book lists, Summaries, Author Interviews, Shop

Expedite your nonfiction book discovery process with Readara interviews, summaries and recommendations, Broaden your knowledge and gain insights from leading experts and scholars

In-depth, hour-long interviews with notable nonfiction authors, Gain new perspectives and ideas from the writer’s expertise and research, Valuable resource for readers and researchers

Optimize your book discovery process, Four-to eight-page summaries prepared by subject matter experts, Quickly review the book’s central messages and range of content

Books are handpicked covering a wide range of important categories and topics, Selected authors are subject experts, field professionals, or distinguished academics

Our editorial team includes books offering insights, unique views and researched-narratives in categories, Trade shows and book fairs, Book signings and in person author talks,Webinars and online events

Connect with editors and designers,Discover PR & marketing services providers, Source printers and related service providers

An Introduction to Data Analysis Using Aggregation Functions in R

An Introduction to Data Analysis Using Aggregation Functions in R

0Arrow Icon
Rate this book Arrow Icon

Key Metrics

  • Simon James
  • Springer
  • Paperback
  • 9783319835792
  • 9.21 X 6.14 X 0.45 inches
  • 0.67 pounds
  • Mathematics > Applied
  • English
$0
List Price:
$0
Save:
$0 ($%)
Format:
Paperback
Shipping
$4
Ships from:
-
Estimated Arrival:
Apr 17 -Apr 19
Available Copies:
10+ Copies
Ready To Buy:
Add to Cart
Secure Icon Secure Transaction
Sold By:
Readara.com
Add to My Wishlist

Book Description

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.
An Introduction to Data Analysis Using Aggregation Functions in R

Videos

No Videos

Community reviews

Write a Review

No Community reviews