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Common Statistical Methods for Clinical Research With SAS Examples
by Glenn A. Walker SAS Publishing 【文件格式】PDF格式(非扫描,可进行文字copy),但下载文件是压缩包形式 共90页 Chapter 1 - Introduction & Basics 1.1 Statistics—the Field ....................................................................................................................1 1.2 Probability Distributions ...........................................................................................................4 1.3 Study Design Features ...............................................................................................................9 1.4 Descriptive Statistics ................................................................................................................13 1.5 Inferential Statistics .................................................................................................................16 1.6 Summary ..................................................................................................................................21 Chapter 2 – Topics in Hypothesis Testing 2.1 SignificanceLevels ....................................................................................................................23 2.2 Power ........................................................................................................................................25 2.3 One-Tailed and Two-Tailed Tests ............................................................................................26 2.4 P-Values ....................................................................................................................................27 2.5 Sample Size Determination .....................................................................................................27 2.6 Multiple Testing ........................................................................................................................30 2.7 Summary ..................................................................................................................................38 Chapter 3 – The Data Set TRIAL 3.1 Introduction..............................................................................................................................39 3.2 Data Collection .........................................................................................................................39 3.3 Creating the Data Set TRIAL.................................................................................................. 42 3.4 Statistical Summarization .......................................................................................................45 3.5 Summary...................................................................................................................................540 Chapter 4 – The One-Sample t-Test 4.1 Introduction..............................................................................................................................55 4.2 Synopsis ....................................................................................................................................55 4.3 Examples ..................................................................................................................................56 4.4 Details & Notes .........................................................................................................................64 Chapter 5 – The Two-Sample t-Test 5.1 Introduction..............................................................................................................................67 5.2 Synopsis ....................................................................................................................................67 5.3 Examples ..................................................................................................................................68 5.4 Details & Notes .........................................................................................................................73 iv Table of Contents Chapter 6 – One-Way ANOVA 6.1 Introduction..............................................................................................................................77 6.2 Synopsis ....................................................................................................................................77 6.3 Examples ..................................................................................................................................80 6.4 Details & Notes .........................................................................................................................86
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