https://github.com/changhuixu/statistical-methods-project
Course project for Statistical Methods and Computing
https://github.com/changhuixu/statistical-methods-project
Last synced: 6 months ago
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Course project for Statistical Methods and Computing
- Host: GitHub
- URL: https://github.com/changhuixu/statistical-methods-project
- Owner: changhuixu
- Created: 2016-05-04T02:10:35.000Z (over 9 years ago)
- Default Branch: master
- Last Pushed: 2016-05-07T13:08:46.000Z (over 9 years ago)
- Last Synced: 2025-02-12T08:18:26.744Z (8 months ago)
- Language: SAS
- Size: 2.88 MB
- Stars: 0
- Watchers: 3
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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README
# Statistical-Methods-Project
Course project for Statistical Methods and Computing
Project Report and SAS code for this project.
## Multiple Regression Analysis of Boston House Values
### Contents
I Introductions............................................... 3
II Dataset Examinations ............................... 3
Step 1. Input the dataset into SAS and Print. .................................................... 3
Step 2. Examine each variable in the dataset. .................................................. 4
Step 3. Examine the independence of variables in the dataset. ...................... 12
III Multiple Regression Analysis .................13
Step 1. Model Building. ................................................................................... 14
Step 2. Model Adequacy................................................................................. 15
Step 3. Model Assumptions. ........................................................................... 16
Step 4. Potential Modeling Problems and Solutions. ...................................... 17
Step 5. Model Representation. ....................................................................... 18
IV Discussions .............................................19
V Conclusions..............................................19