Statistical Data Analysis with SAS (Udemy.com)
Understanding the Data Flow in SAS: Learn SAS Programming from Data Importing, Management, Manipulation to Data Analysis
Created by: John Zhong | JSTARTS.COM
Produced in 2019
What you will learn
- Learn SAS and be confident on your data analysis skills
- Learn to accomplish a task with various SAS techniques, with tons of examples and quizes
- Learn step-by-step statistical analysis from descriptive statistics, hypothesis testing to linear regression
- Learn data importing with different techniques for variuos type of data
- Use many important functions to make SAS programming easy
- Advanced concepts of meta data: formats and informats, labels, lengths, etc.
- Learn the manipulation techniques to prepare the data and make the data analysis-ready
- Perform dataset manipulations: subsetting, transposition, etc.
- Be able to properly interpret the results from statistical analyses
Quality Score
Overall Score : 88 / 100
Course Description
Emphasis will be placed on the skills and techniques necessary for efficient data manipulation, management and analysis. It is designed for students with little to no background with SAS, and an understanding of the basic statistical concepts. This will be anexcellentchoice for your first SASintroduction course for your data analysiscareer.
Plus, you will get a FREE course - SAS Data Issue Handling and Good Programming Practice (check out in the bonus lecture)!!!
WHAT DO I EXPECT?
A comprehensive course design from SAS basics to statistical analysisMany in-class examples, exercises and take-home assignment
Master various techniques for dataimportingSolid understanding of variable attributes, and learn variouscharacter/numericfunctions
IF-THEN/ELSE statements
Do loop and counter variables
Master DATA step with Concatenation, Merge,etc.
Exposed to several useful PROC step (PRINT, SORT, TRANSPOSE, etc.).
Descriptive statistics procedures (MEANS, UNIVARIATE, FREQ)Hypothesis testing (UNIVARIATE, TTEST, ANOVA)
Correlations (CORR)Regression (REG)PREREQUISITE COURSES AND KNOWLEDGE:
No SAS background required;
Basic knowledge of statistics is preferred.
Who this course is for:
Anyone from other programming fields that are interested in SASAnyone with no SAS backgroundAnyone who wants to understand the workflow in SAS
Instructor Details
- 4.4 Rating
50 Reviews
John Zhong | JSTARTS.COM
I am a professional biostatistician working in the world's biggest ContractResearch Organization (CRO) company. My job is to improve the efficacy and safety of new drugs. It is meaningful to me as it helps improve patient's health and quality of life. I am also pursuing my Ph.D. degree at the moment. It is a field where serious statistics and data analysis is required. I've also worked in a marketing position where database marketing was performed to promote the sales of the product.
Having been exposed to the academic, financial, and clinical environment, I possess versatile SAS experience. I am systematically trained and am holding 3 SAS certifications: SAS Base, SAS Advance, and SAS Clinical Trial.
Learning data analysis is not always easy, that's why I would like to create several courses at various levels to share my knowledge and expertise so that you can avoid the pitfalls and gain efficiency while learning SAS.
Check out my website JSTARTS.COMand my social media (You may find the links below my biography photo) for discounted coupons. I will publish free tutorial video and articles there on a regular basis.
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