Associations and Correlations

Discover the story of your data using the essential elements of associations and correlations Key Features Get a comprehensive introduction to associations and correlations Explore multivariate analysis, understand its limitations, and ...

Associations and Correlations

Associations and Correlations

Discover the story of your data using the essential elements of associations and correlations Key Features Get a comprehensive introduction to associations and correlations Explore multivariate analysis, understand its limitations, and discover the assumptions on which it’s based Gain insights into the various ways of preparing your data for analysis and visualization Book Description Associations and correlations are ways of describing how a pair of variables change together as a result of their connection. By knowing the various available techniques, you can easily and accurately discover and visualize the relationships in your data. This book begins by showing you how to classify your data into the four distinct types that you are likely to have in your dataset. Then, with easy-to-understand examples, you’ll learn when to use the various univariate and multivariate statistical tests. You’ll also discover what to do when your univariate and multivariate results do not match. As the book progresses, it describes why univariate and multivariate techniques should be used as a tag team, and also introduces you to the techniques of visualizing the story of your data. By the end of the book, you’ll know exactly how to select the most appropriate univariate and multivariate tests, and be able to use a single strategic framework to discover the true story of your data. What you will learn Identify a dataset that’s fit for analysis using its basic features Understand the importance of associations and correlations Use multivariate and univariate statistical tests to confirm relationships Classify data as qualitative or quantitative and then into the four subtypes Build a visual representation of all the relationships in the dataset Automate associations and correlations with CorrelViz Who this book is for This is a book for beginners – if you’re a novice data analyst or data scientist, then this is a great place to start. Experienced data analysts might also find value in this title, as it will recap the basics and strengthen your understanding of key concepts. This book focuses on introducing the essential elements of association and correlation analysis.

More Books:

Associations and Correlations
Language: en
Pages: 134
Authors: Lee Baker
Categories: Computers
Type: BOOK - Published: 2019-06-28 - Publisher: Packt Publishing Ltd

Discover the story of your data using the essential elements of associations and correlations Key Features Get a comprehensive introduction to associations and correlations Explore multivariate analysis, understand its limitations, and discover the assumptions on which it’s based Gain insights into the various ways of preparing your data for analysis
Associations and Correlations for Medical Research
Language: en
Pages: 181
Authors: Lee Baker
Categories: Medical
Type: BOOK - Published: 2019-05-14 - Publisher: Lee Baker

In Associations and Correlations for Medical Research, award-winning statistician and author Lee Baker guides you through the building blocks of discovering and visualising the relationships within your data. Associations and correlations are ways of describing how a pair of variables change together as a result of their connection. In other
Formation Processes of the Archaeological Record
Language: en
Pages: 428
Authors: Michael B. Schiffer
Categories: History
Type: BOOK - Published: 1987 - Publisher:

A synthesis of the most important principles of cultural and environmental formation processes. For students and practicing archaeologists.
Multimedia Data Mining and Retrieval for Multimedia Databases Using Associations and Correlations
Language: un
Pages:
Authors: Lin Lin
Categories: History
Type: BOOK - Published: 2010 - Publisher:

With the explosion in the complexity and amount of pervasive multimedia data, there are high demands of multimedia services and applications in various areas for people to easily access and distribute multimedia data. Facing with abundance multimedia resources but inefficient and rather old-fashioned keyword-based information retrieval approaches, a content-based multimedia
Kin, Friends, Voluntary Associations
Language: en
Pages: 440
Authors: Paul William Mattessich
Categories: History
Type: BOOK - Published: 1977 - Publisher:

Books about Kin, Friends, Voluntary Associations

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