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Chapman and Hall/CRC Modern Statistics with R - Chapman and Hall/CRC Textbook

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Description
Master the essential tools of modern statistical data analysis with Modern Statistics with R by Chapman and Hall/CRC. This comprehensive guide addresses the evolution of statistical methods, new data types, and modern computational tools. It provides a practical foundation for anyone looking to navigate the current landscape of data science. You will learn how to manage the entire data lifecycle, starting with data wrangling techniques like importing, formatting, reshaping, merging, and filtering in R. The book covers exploratory data analysis through visualisations and multivariate techniques to help you understand complex datasets. Additionally, it provides instruction on statistical inference for testing hypotheses and computing confidence intervals, alongside predictive modelling including regression models and machine learning methods.

Key Features

Learn essential data wrangling skills in R including importing, formatting, reshaping, merging, and filtering data.

Master exploratory data analysis by using visualisations and multivariate techniques to explore various datasets.

Develop statistical inference skills to perform modern hypothesis testing and compute confidence intervals.

Explore predictive modelling through the study of regression models and machine learning methods.

Gain practical experience with the modern statistical toolkit provided by Chapman and Hall/CRC.

Product Specifications
Brand
Chapman and Hall/CRC
Format
paperback
ASIN
103251244X
Category
Books > Subjects > Science, Nature & Maths > Mathematics > Education > Higher Education
Domain
Amazon UK
Release Date
20 August 2024
Listed Since
08 February 2024

Barcode

No barcode data available

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