商品描述
Focusing on user-developed programming, An R Companion to Linear Statistical Models serves two audiences: those who are familiar with the theory and applications of linear statistical models and wish to learn or enhance their skills in R; and those who are enrolled in an R-based course on regression and analysis of variance. For those who have never used R, the book begins with a self-contained introduction to R that lays the foundation for later chapters.
This book includes extensive and carefully explained examples of how to write programs using the R programming language. These examples cover methods used for linear regression and designed experiments with up to two fixed-effects factors, including blocking variables and covariates. It also demonstrates applications of several pre-packaged functions for complex computational procedures.
商品描述(中文翻譯)
專注於使用者開發的程式設計，《R 語言與線性統計模型的伴侶》 服務於兩類讀者：一是熟悉線性統計模型的理論與應用，並希望學習或增強其 R 語言技能的人；二是參加基於 R 語言的迴歸分析與變異數分析課程的學生。對於從未使用過 R 語言的人，本書以自成一體的 R 語言介紹作為開端，為後續章節奠定基礎。
本書包含大量詳細解釋的範例，展示如何使用 R 程式語言撰寫程式。這些範例涵蓋了用於線性迴歸和設計實驗的方法，最多可包含兩個固定效應因子，包括區塊變數和協變數。它還展示了幾個預先包裝的函數在複雜計算程序中的應用。
作者簡介
Christopher Hay-Jahans received his Doctor of Arts in mathematics from Idaho State University in 1999. After spending three years at University of South Dakota, he moved to Juneau, Alaska, in 2002 where he has taught a wide range of undergraduate courses at University of Alaska Southeast. Each year, since 2004, he has also been teaching a course on regression and analysis of variance. Students enrolling in this course have included UAS undergraduates, masters and doctoral students from the Juneau Campus of the University of Alaska Fairbanks School of Fisheries and Ocean Sciences, as well as area professionals in the applied sciences. This work was developed as a supplement for his regression and analysis of variance course and is geared to cover topics from a wide range of textbooks, as well as address the interests, needs, and abilities of a fairly diverse group of students.
作者簡介(中文翻譯)
克里斯多福·海-雅漢斯於1999年獲得愛達荷州立大學的數學藝術博士學位。在南達科他州大學工作三年後，他於2002年搬到阿拉斯加州的朱諾，並在阿拉斯加東南大學教授多種本科課程。自2004年以來，他每年都教授一門有關迴歸分析和變異數分析的課程。報名參加這門課程的學生包括阿拉斯加東南大學的本科生、來自阿拉斯加大學費爾班克斯校區漁業與海洋科學學院的碩士和博士生，以及應用科學領域的專業人士。這項工作是為他的迴歸分析和變異數分析課程所開發的補充材料，旨在涵蓋多種教科書中的主題，並滿足一群相當多樣化的學生的興趣、需求和能力。
