OLS regression
Regression is a common statistical technique used to allow one to ascertain if a relationship exists between a dependent variable that is of interest with one or more independent variables, and goes a step further to predict this dependent variable of interest with past data. This Final Year Project...
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2011
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| Online Access: | http://hdl.handle.net/10356/45591 |
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| Institution: | Nanyang Technological University |
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sg-ntu-dr.10356-455912023-07-07T16:41:22Z OLS regression Leong, Ivan Shih Lun. Tan Boon Tiong School of Electrical and Electronic Engineering DRNTU::Science::Mathematics::Statistics Regression is a common statistical technique used to allow one to ascertain if a relationship exists between a dependent variable that is of interest with one or more independent variables, and goes a step further to predict this dependent variable of interest with past data. This Final Year Project (FYP) approaches regression through understanding the method to come out with a validated regression model, and finally this is utilized on a real-life scenario with a person’s income as the dependent variable of interest. Thereafter, the results are presented with suggestions on further improvement. Bachelor of Engineering 2011-06-15T06:12:03Z 2011-06-15T06:12:03Z 2011 2011 Final Year Project (FYP) http://hdl.handle.net/10356/45591 en Nanyang Technological University 52 p. application/pdf |
| institution |
Nanyang Technological University |
| building |
NTU Library |
| continent |
Asia |
| country |
Singapore Singapore |
| content_provider |
NTU Library |
| collection |
DR-NTU |
| language |
English |
| topic |
DRNTU::Science::Mathematics::Statistics |
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DRNTU::Science::Mathematics::Statistics Leong, Ivan Shih Lun. OLS regression |
| description |
Regression is a common statistical technique used to allow one to ascertain if a relationship exists between a dependent variable that is of interest with one or more independent variables, and goes a step further to predict this dependent variable of interest with past data. This Final Year Project (FYP) approaches regression through understanding the method to come out with a validated regression model, and finally this is utilized on a real-life scenario with a person’s income as the dependent variable of interest. Thereafter, the results are presented with suggestions on further improvement. |
| author2 |
Tan Boon Tiong |
| author_facet |
Tan Boon Tiong Leong, Ivan Shih Lun. |
| format |
Final Year Project |
| author |
Leong, Ivan Shih Lun. |
| author_sort |
Leong, Ivan Shih Lun. |
| title |
OLS regression |
| title_short |
OLS regression |
| title_full |
OLS regression |
| title_fullStr |
OLS regression |
| title_full_unstemmed |
OLS regression |
| title_sort |
ols regression |
| publishDate |
2011 |
| url |
http://hdl.handle.net/10356/45591 |
| _version_ |
1772825753481641984 |