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Statistical Data Analysis with SAS
Rating: 4.5 out of 5(825 ratings)
7,121 students

Statistical Data Analysis with SAS

Understanding the Data Flow in SAS: Learn SAS Programming from Data Importing, Management, Manipulation to Data Analysis
Last updated 7/2024
English

What you'll 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
  • I am giving out one course for free. Check out the last lecture after you enroll

Course content

11 sections46 lectures4h 25m total length
  • L1 - How to Get the Most out of the Course7:23
  • L2 - SAS OnDemand Registration12:23

    SAS OnDemand was rolled out a while ago in replace of the outdated SAS University Edition. The cloud-based platform allows users to access anywhere from any device, and it's installation-free.

  • L3 - Why use SAS (you may skip this introductory lecture)6:20

    In this lecture, you will get an idea of what SAS is and what SAS does. SAS is dominant in many industries and will continue to grow. So you will get some good reasons to learn SAS. This will be mostly interesting to those of you who want to start a career in data analysis with SAS. 

    You may skip this lecture to proceed into the technical part.

Requirements

  • No SAS background required
  • Basic data intuition
  • Basic knowledge of statistics is preferred

Description

COURSE ABSTRACT

This course aims to provide a comprehensive introduction to the SAS analytic software for Windows. Through a mixture of lectures and in-class examples, quizzes, and take-home assignments, students will gain experience using the SAS system for data manipulation, management and analysis. You will also expect A LOT of extracurricular learning materials for self-pace learning, treat it as a BONUS! 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 an excellent choice for your first SAS introduction course for your data analysis career.

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 analysis

  • Many in-class examples, exercises and take-home assignment  

  • Master various techniques for data importing

  • Solid understanding of variable attributes, and learn various character/numeric functions  

  • 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 SAS
  • Anyone with no SAS background
  • Anyone who wants to understand the workflow in SAS