Applied Statistical Methods in Agriculture, Health and Life Sciences
暫譯: 農業、健康與生命科學中的應用統計方法

Bayo Lawal

  • 出版商: Springer
  • 出版日期: 2014-09-24
  • 售價: $4,570
  • 貴賓價: 9.5$4,342
  • 語言: 英文
  • 頁數: 799
  • 裝訂: Hardcover
  • ISBN: 3319055542
  • ISBN-13: 9783319055541
  • 海外代購書籍(需單獨結帳)

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商品描述

This textbook teaches crucial statistical methods to answer research questions using a unique range of statistical software programs, including MINITAB and R. This textbook is developed for undergraduate students in agriculture, nursing, biology and biomedical research. Graduate students will also find it to be a useful way to refresh their statistics skills and to reference software options. The unique combination of examples is approached using MINITAB and R for their individual strengths. Subjects covered include among others data description, probability distributions, experimental design, regression analysis, randomized design and biological assay. Unlike other biostatistics textbooks, this text also includes outliers, influential observations in regression and an introduction to survival analysis. Material is taken from the author's extensive teaching and research in Africa, USA and the UK. Sample problems, references and electronic supplementary material accompany each chapter.

商品描述(中文翻譯)

這本教科書教授關鍵的統計方法,以回答研究問題,並使用一系列獨特的統計軟體程式,包括 MINITAB 和 R。這本教科書是為農業、護理、生物學和生物醫學研究的本科生所開發的。研究生也會發現這本書是刷新統計技能和參考軟體選項的有用資源。這本書獨特的範例組合利用 MINITAB 和 R 的各自優勢進行探討。涵蓋的主題包括數據描述、機率分佈、實驗設計、迴歸分析、隨機設計和生物檢定等。與其他生物統計學教科書不同的是,這本書還包括異常值、迴歸中的影響觀察以及生存分析的介紹。材料取自作者在非洲、美國和英國的廣泛教學和研究經驗。每一章都附有範例問題、參考文獻和電子補充材料。