Learning Statistics with R A tutorial for psychology students and other beginners

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Tác giả: Danielle Navarro

Ngôn ngữ: eng

Ký hiệu phân loại:

Thông tin xuất bản: Minneapolis, MN : Open Textbook Library, 2018

Mô tả vật lý: 1 online resource

Bộ sưu tập: Tài liệu truy cập mở

ID: 192155

Learning Statistics with R covers the contents of an introductory statistics class, as typically taught to undergraduate psychology students, focusing on the use of the R statistical software. The book discusses how to get started in R as well as giving an introduction to data manipulation and writing scripts. From a statistical perspective, the book discusses descriptive statistics and graphing first, followed by chapters on probability theory, sampling and estimation, and null hypothesis testing. After introducing the theory, the book covers the analysis of contingency tables, t-tests, ANOVAs and regression. Bayesian statistics are covered at the end of the book.
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