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The Simplest Guide™ to Clinical Data Analysis with SAS · LearnSpace
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The Simplest Guide™ to Clinical Data Analysis with SAS

Курс от Packt
Начальный≈ 3.7 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

This course now features Coursera Coach! A smarter way to learn with interactive, real-time conversations that help you test your knowledge, challenge assumptions, and deepen your understanding as you progress through the course. In the realm of pharma and life sciences, clinical data analysis is a critical skill that demands precision and expertise. This course breaks down the intricate processes involved in analyzing clinical trial data using SAS, making it accessible to professionals at all levels. You'll begin with an introduction to the industry, understanding the components and phases of clinical trials, and the various types of data and reports involved. The course then guides you through the essential clinical study documents, including the study protocol, informed consent, inclusion-exclusion criteria, and the Statistical Analysis Plan (SAP). By mastering these documents, you'll lay a solid foundation for building comprehensive Clinical Study Reports (CSRs). The hands-on approach of the course ensures that you not only learn the theoretical aspects but also how to apply them practically. As you progress, you'll dive into the detailed steps of programming CSRs using SAS. From understanding case report forms and importing raw data to deriving critical variables like AGE, SEX, and RACE, and finally compiling all the summary statistics, the course walks you through each step with clarity. By the end, you'll have the confidence to produce polished, professional-grade reports, essential for advancing your career in clinical data analysis. This course is designed for data analysts, statisticians, and professionals in the pharma and life sciences industries who want to deepen their understanding of clinical data analysis using SAS. A basic understanding of clinical trials and prior experience with SAS programming is recommended but not required.

Навыки, которые вы освоите

SAS (Software)Descriptive StatisticsStatistical ReportingStatistical ProgrammingData ManipulationClinical Data ManagementPharmaceuticalsClinical ResearchCase Report FormsData TransformationData AnalysisClinical TrialsDrug DevelopmentInformed ConsentStatistical Analysis

Программа курса

3 модулей · 40 учебных материалов

01Introduction7 материалов

Introduction

Course OverviewВидеоFull Course ResourcesЧтениеComponents of the Pharma/Life Sciences IndustryВидеоPhases of Clinical TrialsВидео

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Packt - Course Instructors

Преподаватель курса

The Simplest Guide™ to Clinical Data Analysis with SAS
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в новой вкладке

Обучение на Coursera

≈ 3.7 ч

3 модулей

Язык: Английский

Субтитры: Венгерский

Часть программы вашего университета
Data and Reports in Clinical TrialsВидео
Types of Data in Clinical TrialsВидео
Section ConclusionВидео
02Get to Know the Clinical Study Documents7 материалов

Get to Know the Clinical Study Documents

Section OverviewВидеоThe Clinical Study ProtocolВидеоThe Informed ConsentВидеоThe Inclusion-Exclusion CriteriaВидеоThe Statistical Analysis Plan (SAP), Mock Shells, and Case Report Forms (CRFs)ВидеоSection ConclusionВидеоUnderstanding Clinical Study Documents in SAS ProgrammingDIALOGUE
03Building the Clinical Study Reports (CSR)26 материалов

Building the Clinical Study Reports (CSR)

Section OverviewВидеоSAS OnDemand RegistrationВидеоLogging-In to SAS After RegistrationВидеоGeneral SAS Programming Steps to Build Any CSRsВидеоUnderstanding the Demographics Case Report Form (CRF)ВидеоUnderstanding the Demographics TableВидеоPlanning to Program the Demographics TableВидеоImporting Raw Demographics Data into SASВидеоDeciding Which PROCs to UseВидеоDeriving the AGE VariableВидеоObtaining Summary Statistics for AGEВидеоAdding the Third Treatment Group Using Explicit OutputВидеоDeriving the SEX VariableВидеоObtaining Summary Statistics for SEXВидеоConcatenating the COUNT and PERCENT VariablesВидеоDeriving the RACE VariableВидеоObtaining Summary Statistics for RACEВидеоStacking All Three Summary Statistics TogetherВидеоFixing the Precision PointsВидеоTransposing DataВидеоFixing the Order of Statistical ParametersВидеоBuilding the Final ReportВидеоPutting the Finishing Touches to the ReportВидеоSection ConclusionВидеоFull Course Practice AssessmentЗаданиеFull Course AssessmentЗадание