How Long to Read Statistical Data Cleaning with Applications in R

How Long Does it Take to Read Statistical Data Cleaning with Applications in R?

It takes the average reader 5 hours and 20 minutes to read Statistical Data Cleaning with Applications in R by Mark van der Loo

Assuming a reading speed of 250 words per minute. Learn more

Description

A comprehensive guide to automated statistical data cleaning The production of clean data is a complex and time-consuming process that requires both technical know-how and statistical expertise. Statistical Data Cleaning brings together a wide range of techniques for cleaning textual, numeric or categorical data. This book examines technical data cleaning methods relating to data representation and data structure. A prominent role is given to statistical data validation, data cleaning based on predefined restrictions, and data cleaning strategy. Key features: Focuses on the automation of data cleaning methods, including both theory and applications written in R. Enables the reader to design data cleaning processes for either one-off analytical purposes or for setting up production systems that clean data on a regular basis. Explores statistical techniques for solving issues such as incompleteness, contradictions and outliers, integration of data cleaning components and quality monitoring. Supported by an accompanying website featuring data and R code. This book enables data scientists and statistical analysts working with data to deepen their understanding of data cleaning as well as to upgrade their practical data cleaning skills. It can also be used as material for a course in data cleaning and analyses.

How long is Statistical Data Cleaning with Applications in R?

Statistical Data Cleaning with Applications in R by Mark van der Loo is 320 pages long, and a total of 80,000 words.

This makes it 108% the length of the average book. It also has 98% more words than the average book.

How Long Does it Take to Read Statistical Data Cleaning with Applications in R Aloud?

The average oral reading speed is 183 words per minute. This means it takes 7 hours and 17 minutes to read Statistical Data Cleaning with Applications in R aloud.

What Reading Level is Statistical Data Cleaning with Applications in R?

Statistical Data Cleaning with Applications in R is suitable for students ages 12 and up.

Note that there may be other factors that effect this rating besides length that are not factored in on this page. This may include things like complex language or sensitive topics not suitable for students of certain ages.

When deciding what to show young students always use your best judgement and consult a professional.

Where Can I Buy Statistical Data Cleaning with Applications in R?

Statistical Data Cleaning with Applications in R by Mark van der Loo is sold by several retailers and bookshops. However, Read Time works with Amazon to provide an easier way to purchase books.

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