Download - Macro project
![Page 1: Macro project](https://reader031.vdocuments.site/reader031/viewer/2022030304/587675381a28abd0018b6ec7/html5/thumbnails/1.jpg)
Adult census income analysis
Ping Yin10/12/2016
![Page 2: Macro project](https://reader031.vdocuments.site/reader031/viewer/2022030304/587675381a28abd0018b6ec7/html5/thumbnails/2.jpg)
OverviewData source: www.kaggle.com/uciml/adult-census-income
![Page 3: Macro project](https://reader031.vdocuments.site/reader031/viewer/2022030304/587675381a28abd0018b6ec7/html5/thumbnails/3.jpg)
OverviewPurpose
Exploring data Using Macro and Macro functions Build a full model
Content Exploring data with Macro & Macro functions Using Proc Freq to create cross tabulation tables Using Proc Corr to investigate correlations Using Proc Logistic to build a full model Conclusion
![Page 4: Macro project](https://reader031.vdocuments.site/reader031/viewer/2022030304/587675381a28abd0018b6ec7/html5/thumbnails/4.jpg)
1. Exploring data
![Page 5: Macro project](https://reader031.vdocuments.site/reader031/viewer/2022030304/587675381a28abd0018b6ec7/html5/thumbnails/5.jpg)
1. Exploring data
![Page 6: Macro project](https://reader031.vdocuments.site/reader031/viewer/2022030304/587675381a28abd0018b6ec7/html5/thumbnails/6.jpg)
1. Exploring data
![Page 7: Macro project](https://reader031.vdocuments.site/reader031/viewer/2022030304/587675381a28abd0018b6ec7/html5/thumbnails/7.jpg)
1. Exploring data
![Page 8: Macro project](https://reader031.vdocuments.site/reader031/viewer/2022030304/587675381a28abd0018b6ec7/html5/thumbnails/8.jpg)
2. Using Proc Freq
![Page 9: Macro project](https://reader031.vdocuments.site/reader031/viewer/2022030304/587675381a28abd0018b6ec7/html5/thumbnails/9.jpg)
2. Using Proc Freq
![Page 10: Macro project](https://reader031.vdocuments.site/reader031/viewer/2022030304/587675381a28abd0018b6ec7/html5/thumbnails/10.jpg)
3. Using Proc Corr
![Page 11: Macro project](https://reader031.vdocuments.site/reader031/viewer/2022030304/587675381a28abd0018b6ec7/html5/thumbnails/11.jpg)
4.Using Proc Logistic
![Page 12: Macro project](https://reader031.vdocuments.site/reader031/viewer/2022030304/587675381a28abd0018b6ec7/html5/thumbnails/12.jpg)
4.Using Proc Logistic
![Page 13: Macro project](https://reader031.vdocuments.site/reader031/viewer/2022030304/587675381a28abd0018b6ec7/html5/thumbnails/13.jpg)
4.Using Proc Logistic
![Page 14: Macro project](https://reader031.vdocuments.site/reader031/viewer/2022030304/587675381a28abd0018b6ec7/html5/thumbnails/14.jpg)
5.Conclusion
P-value and Fit Statistics indicate this full model is significant Most of variables can be used in the model
People’s income level is related with gender, age, education, etc.
To fit the model better, some issues need be addressed, including missing value, categorical variables, etc.
![Page 15: Macro project](https://reader031.vdocuments.site/reader031/viewer/2022030304/587675381a28abd0018b6ec7/html5/thumbnails/15.jpg)
Thanks!