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Clinical Data Management using SAS
Overview
Course Curriculum Overview (2:13)
Prerequisite and Benefits of the course (1:04)
Introduction to Clinical Data Management
What is Clinical Data Management (3:55)
What is Clinical Data (3:24)
Clinical Data Management Activities (9:27)
Clinical Data Management using SAS
All the downloadable file
The SAS programming process (8:33)
Accessing Clinical Data (5:23)
Exploring and Validating Data
Exploring Data (5:20)
Formatting columns (6:26)
Filtering rows (5:39)
Sorting data and removing duplicates (8:31)
Preparing Data
Computing new columns (5:07)
conditional processing (5:36)
Accumulating Variable (4:14)
Summarizing Clinical Data (6:40)
Converting variable Data types (9:26)
Merging and Concatenation of Datasets (7:06)
Analyzing and Reporting on Data
Enhancing Reports with titles, footnotes, and labels (11:11)
Creating frequency reports (8:41)
Creating summary statistics reports (9:19)
Creating Tabulated reports part 1 (9:04)
Creating Tabulated reports part 2 (8:55)
Exporting Results
Exporting data (4:55)
Exporting reports (3:49)
Statistics
Descriptive Statistics & Inferential statistics (7:49)
Concept of Intervtal Estimation and Confidence Intervals (2:58)
Interpreting Statistical measures using univariate procedure (6:33)
One sample t test and two Independent sample t test (12:10)
Paired Sample t test and chi square (9:23)
ANOVA and Regression
Performing one-way ANOVA (5:44)
Performing two-way ANOVA (14:08)
Understanding the concepts of Linear Regression.part - 1 (12:10)
Understanding the concepts of Linear Regression.part - 2 (4:19)
Practical Applications of Linear Regression in SAS - 1 (7:57)
Practical Applications of Linear Regression in SAS - 2 (9:22)
Producing Correlations with the CORR procedure (4:27)
Categorical Data Analysis
Understanding the concepts of Logistic Regression part - 1 (9:47)
Understanding the concepts of Logistic Regression part - 2 (9:25)
Practical Applications of Logistic Regression in SAS (15:40)
Using SQL in SAS
Using Structured Query Language in SAS (4:25)
SQL SAS Essentials (14:42)
SAS Macro Language (18:16)
Enhancing Reports with titles, footnotes, and labels
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