A Practical Guide to Data Analysis Using R: An Example-Based Approach free ebook download.

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A Practical Guide to Data Analysis Using R: An Example-Based Approach free ebook download

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Author(s):	John H. Maindonald

Date:	2024	Format:	pdf	Language:	English	ISBN/ASIN:	1009282271
Pages:	551	OCR:		Quality:		ISBN13:
Uploader:	eternal	Upload Date:	5/16/2024 7:41:29 AM

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1009282271 pdf
Using diverse real-world examples, this text examines what models used for data analysis mean in a specific research context. What assumptions underlie analyses, and how can you check them? Building on the successful 'Data Analysis and Graphics Using R,' 3rd edition (Cambridge, 2010), it expands upon topics including cluster analysis, exponential time series, matching, seasonality, and resampling approaches. An extended look at p-values leads to an exploration of replicability issues and of contexts where numerous p-values exist, including gene expression. Developing practical intuition, this book assists scientists in the analysis of their own data, and familiarizes students in statistical theory with practical data analysis. The worked examples and accompanying commentary teach readers to recognize when a method works and, more importantly, when it doesn't. Each chapter contains copious exercises. Selected solutions, notes, slides, and R code are available online, with extensive references pointing to detailed guides to R.

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	Title	Link	Password	Size (MB)	Thank to	Inform Admin
3259078	Book	https://nitroflare.com/view/55104F4B717B...		16.00	eternal

Tags: Analysis Approach Data Example-Based Guide Practical Using

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