Statistics 1: Introduction to ANOVA, Regression, and Logistic Regression
5h 37m + Hands-On Practice
Available in:
Statistics 1: Introduction to ANOVA, Regression, and Logistic Regression
STAT1 : ST142
This introductory course is for SAS software users who perform statistical analyses using SAS/STAT software. The focus is on t tests, ANOVA, and linear regression, and includes a brief introduction to logistic regression. This course (or equivalent knowledge) is a prerequisite to many of the courses in the statistical analysis curriculum.
A more advanced treatment of ANOVA and regression occurs in the Statistics 2: ANOVA and Regression course. A more advanced treatment of logistic regression occurs in the Categorical Data Analysis Using Logistic Regression course and the Predictive Modeling Using Logistic Regression course.
A more advanced treatment of ANOVA and regression occurs in the Statistics 2: ANOVA and Regression course. A more advanced treatment of logistic regression occurs in the Categorical Data Analysis Using Logistic Regression course and the Predictive Modeling Using Logistic Regression course.
Learn How To
- 통계학 소개
- 분산 분석
- 회귀 분석
- 회귀 분석 진단
- 범주형 데이터 분석
Who Should Attend
이 과정은 SAS 프로그래밍을 이용하여 통계 분석을 수행하고자 하는 분들을 대상으로 합니다.
Prerequisites
이 과정 참석 전에 아래의 내용에 대한 기본 지식을 필요로 합니다.
- SAS 프로그래밍
SAS Products Covered
SAS/STAT
Course Outline
통계학의 소개
- 통계 개념 소개
- 기술 통계량
- 가설 검정
- Two-sample t-test
- One-way ANOVA
- 사후 검정
- Two-way ANOVA
- 상관 분석
- 단순 선형 회귀분석의 개념 이해
- 다중 회귀분석
- 변수 선택 기법
- 잔차 분석
- 영향점
- 다중공선성
- 범주형 자료의 탐색
- 연관성 분석
- 로지스틱 회귀분석의 소개
Live Class Schedule
Duration: 18 시간
Step into our live classes and experience a dynamic learning environment where you can ask questions, share ideas, and connect with your instructor and classmates. With on-demand lab hours, you can explore the material at your own pace. Our globally acclaimed instructors will motivate you to think bigger, so you can take what you've learned and achieve your biggest goals.
This course isn't publicly scheduled, but private training and mentoring may be available. Contact us to explore options.
Private Training
Get training tailored specifically for your team, led by expert SAS instructors. Choose from virtual sessions, or training at your location (or ours). Perfect for teams seeking a customized curriculum and plenty of interaction with a SAS specialist. We'll schedule it at a time that works for you.
Mentoring Services
Take your training to the next level with personalized mentoring. While private training offers structured coursework, mentoring provides hands-on, real-time support from a subject matter expert. As you work with your own data, you'll receive expert guidance to help you uncover insights, unlock the full potential of your data, and make faster progress. Perfect for those looking to apply what they’ve learned and see quicker results.
This course helps prepare you to earn the following SAS Credentials:
SAS Certification Manager
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Certification Resources
