Compare Prices | Create Shopping Lists with Price Drop Alerts | Set Coupons, Promo Codes & Sales Alerts | Get Access to Exclusive Deals and Much More... All in One Place | Read all about it here

Visualization and Imputation of Missing Values

Visualization and Imputation of Missing Values

Brand
Springer Nature
Manufacturer
N/A
Part Number
0
GTIN
9783031300721
Condition
New
Product Description

This book explores visualization and imputation techniques for missing values and presents practical applications using the statistical software R. It explains the concepts of common imputation methods with a focus on visualization, description of data problems and practical solutions using R, including modern methods of robust imputation, imputation based on deep learning and imputation for complex data. By describing the advantages, disadvantages and pitfalls of each method, the book presents a clear picture of which imputation methods are applicable given a specific data set at hand. The material covered includes the pre-analysis of data, visualization of missing values in incomplete data, single and multiple imputation, deductive imputation and outlier replacement, model-based methods including methods based on robust estimates, non-linear methods such as tree-based and deep learning methods, imputation of compositional data, imputation quality evaluation from visual diagnostics to precision measures, coverage rates and prediction performance and a description of different model- and design-based simulation designs for the evaluation. The book also features a topic-focused introduction to R and R code is provided in each chapter to explain the practical application of the described methodology. Addressed to researchers, practitioners and students who work with incomplete data, the book offers an introduction to the subject as well as a discussion of recent developments in the field. It is suitable for beginners to the topic and advanced readers alike.

Available Colors
Available Sizes
1 Offer Price Range: $139.00 - $139.00
BEST PRICE

Single Product Purchase

$139.00
@ Link.springer.com     BUY Now

Price Comparison

Seller Contact Seller List Price On Sale Shipping Best Promo Final Price Volume Discount Financing Availability Seller's Page
BEST PRICE
1 Product Purchase
@ Link.springer.com
Contact Store Call Store Contact Support
$139.00 $139.00

$139.00
See Site In stock Visit Store

Similar Products

Richard Wagner und die Juden

$69.99

Leukemia: Advances in Research and Treatment

$109.99

Critical Point Theory

$109.00

Web-Age Information Management. WAIM 2010 Workshops

$54.99

Progress in Landslide Research and Technology, Volume 3 Issue 1, 2024

$59.99

Advanced Intelligent Computing Technology and Applications

$219.99

Climate Change in the Asia-Pacific Region

$109.99

Kindler Kompakt: Lyrik des 20. Jahrhunderts

$19.99

The Greek Debt Crisis

$84.99

Radiology of The Sella Turcica

$84.99

Contributions to Current Challenges in Mathematical Fluid Mechanics

$54.99

Ehemuster von Migranten in Westdeutschland

$39.99

Sprache und Dialog als Fhrungsinstrumente

$44.99

BMVC91

$109.99

Data Mining for Business Applications

$109.99

Enzyme-based Biosensors: Recent Advances and Applications in Healthcare

$149.00

Europe, America, and Technology: Philosophical Perspectives

$129.00

Lower-Dimensional Systems and Molecular Electronics

$219.99

Existenzerhellung

$74.99

Educational Equity Policy in China

$139.99

Conference Diplomacy

$49.99

Do Police Need Guns?

$64.99

Pilzinfektionen bei abwehrgeschwchten Patienten

$84.99

Projektmanagement in der industriellen Forschung und Entwicklung

$59.99

Little Scholastic: Circle

$5.21

Tumors of the Spinal Canal

$109.99

Gestaltung von Wlzlagerungen

$49.99

Electron Transfer II

$39.99

Own It - The Secret to Life by Diane von Furstenberg

$14.95

Proceedings of the Canadian Society for Civil Engineering Annual Conference 2023, Volume 3

$299.99

Academic and Educational Entrepreneurship

$109.99

Jugendhilfe in Kooperation mit der Ganztagsschule

$39.99

Zur methodischen Auswahl von Emissionsminderungsmanahmen

$59.99

Probability Theory

$109.99

Bonhoeffer

$89.99

I Can Read! - Level 1 - Paddington: Paddington and the Magic Trick

$4.46

Neuer Mensch und kollektive Identitt in der Kommunikationsgesellschaft

$59.99

Leben in Gesellschaften

$69.99

Atlas of CT Angiography

$139.99

Die Einwirkung des Lrms auf den Menschen. Geruschmessungen an Verkehrsflugzeugen und ihre hrpsych

$59.99