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售價:3373  |
詳細資料ISBN：9781405190084 規格：17.8 X 25.4 X 3.8 CM / 普通級/ 單色印刷 內容簡介R — THE STATISTICAL AND GRAPHICAL ENVIRONMENT IS RAPIDLY EMERGING AS AN IMPORTANT SET OF TEACHING AND RESEARCH TOOLS FOR BIOLOGISTS. THIS BOOK DRAWS UPON THE POPULARITY AND FREE AVAILABILITY OF R TO COUPLE THE THEORY AND PRACTICE OF BIOSTATISTICS INTO A SINGLE TREATMENT, SO AS TO PROVIDE A TEXTBOOK FOR BIOLOGISTS LEARNING STATISTICS, R, OR BOTH. AN ABRIDGED DESCRIPTION OF BIOSTATISTICAL PRINCIPLES AND ANALYSIS SEQUENCE KEYS ARE COMBINED TOGETHER WITH WORKED EXAMPLES OF THE PRACTICAL USE OF R INTO A COMPLETE PRACTICAL GUIDE TO DESIGNING AND ANALYZING REAL BIOLOGICAL RESEARCH.TOPICS COVERED INCLUDE:• SIMPLE HYPOTHESIS TESTING, GRAPHING• EXPLORATORY DATA ANALYSIS AND GRAPHICAL SUMMARIES• REGRESSION (LINEAR, MULTI AND NON-LINEAR)• SIMPLE AND COMPLEX ANOVA AND ANCOVA DESIGNS (INCLUDING NESTED, FACTORIAL, BLOCKING, SPIT-PLOT AND REPEATED MEASURES)• FREQUENCY ANALYSIS AND GENERALIZED LINEAR MODELS.LINEAR MIXED EFFECTS MODELING IS ALSO INCORPORATED EXTENSIVELY THROUGHOUT AS AN ALTERNATIVE TO TRADITIONAL MODELING TECHNIQUES.THE BOOK IS ACCOMPANIED BY A COMPANION WEBSITE WWW.WILEY.COM/GO/LOGAN/R WITH AN EXTENSIVE SET OF RESOURCES COMPRISING ALL R SCRIPTS AND DATA SETS USED IN THE BOOK, ADDITIONAL WORKED EXAMPLES, THE BIOLOGY PACKAGE, AND OTHER INSTRUCTIONAL MATERIALS AND LINKS. |
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