Data Analysis Plans: A Blueprint for Success Using SAS
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Contents......Page 3 Is This Book for You?......Page 7 Software Used to Develop the Book's Content......Page 8 Additional Resources......Page 9 Keep in Touch......Page 10 About the Authors......Page 11 Acknowledgments......Page 13 Preface......Page 15 Data Analysis Plans......Page 17 Summary......Page 19 Overview......Page 20 Project Initiation......Page 21 Data Policies......Page 22 Statistical Policies......Page 23 Reporting Guidelines......Page 24 Introduction......Page 25 TIAD Study Policies......Page 26 References......Page 28 Summary......Page 31 General Statistical Approach......Page 32 Timeline......Page 33 Summary......Page 35 Hypotheses......Page 36 Aims......Page 37 Identify the Project Team......Page 38 Identify the Target Audience......Page 39 Summary......Page 41 Conceptualizing the Problem......Page 42 Type of Study......Page 43 Inclusion and Exclusion......Page 44 Identifying Confounders......Page 45 Communicating with the Study Team......Page 46 Data Not in Hand......Page 47 Reading the Data......Page 48 Data Definitions......Page 49 Data Summary......Page 50 Reviewing the Data with the Study Team......Page 51 Summary......Page 53 Descriptive Statistics for Major Variables......Page 54 Exploring Outliers and Problematic Data Distributions......Page 56 Distribution Problems......Page 60 Determining the Source of Variability......Page 63 Producing Baseline Tables......Page 69 Communicating with the Project Team......Page 71 Summary......Page 73 Statistical Parameters......Page 74 Missing Values......Page 76 Primary Hypotheses......Page 77 References......Page 83 Potential Conclusions......Page 85 Timeline......Page 86 Communicating and Revising the Plan......Page 87 Developing Tabular Presentations......Page 88 Unplanned Analysis......Page 89 Closing Remarks......Page 90 Example Analysis Plan: The TIAD Study......Page 91 Introduction......Page 92 Data Description......Page 93 Baseline Characteristics......Page 94 Longitudinal Data Analysis......Page 96 HbA1c Response ......Page 97 Change in Measurements......Page 98 Index......Page 101
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