Difference between revisions of "Team NAC Methodology"
Jump to navigation
Jump to search
Jmleong.2014 (talk | contribs) (Created page with "<!---------------START of header ----------------------> <div align="right"> ANLY482_AY2017-18_Term_2|<font color="#f9660e" font-family:helvetica><b>Return to ANLY482 AY2017...") |
Jmleong.2014 (talk | contribs) |
||
Line 26: | Line 26: | ||
! style="font-size:15px; text-align: center; border-top:solid #ffffff; border-bottom:solid #ffffff" width="20px"| | ! style="font-size:15px; text-align: center; border-top:solid #ffffff; border-bottom:solid #ffffff" width="20px"| | ||
|} | |} | ||
− | |||
− | |||
<!------- Details ----> | <!------- Details ----> | ||
− | |||
− | == | + | == Tools Used == |
+ | <strong><i> Currently in Progress </i> </strong> | ||
− | + | <br> | |
+ | == Methodology == | ||
+ | The methodology of the project includes the following phases. | ||
− | </ | + | <br> |
+ | <b> Phase 0 Discovery and Data Preparation: </b> | ||
+ | * Defining scope and objectives | ||
+ | * Discussion with sponsor to agree on scope of project | ||
+ | <br> | ||
+ | <b> Phase 1 Data Preparation: </b> | ||
+ | * Comparing data set and population survey questions | ||
+ | * Removing missing value / data interpolation | ||
+ | * Data normalisation and transformation of numerical variables | ||
+ | * Dimensionality reduction (e.g. removing single value variables, principal component analysis, etc) | ||
+ | <br> | ||
+ | <b> Phase 2 Data Exploration and Model Planning: </b> | ||
+ | * Generate summary statistics and data visualisations | ||
+ | * Research on association analysis, ways to analyse multiple correlations, etc | ||
+ | * Uncovering the associations between independent variables identified (e.g. scatter plot) using JMP Pro 13/Tableau | ||
+ | <br> | ||
+ | <b> Phase 3 Data Analysis and Model Building: </b> | ||
+ | * To be further elaborated upon in Interim | ||
+ | <br> | ||
+ | <b> Phase 4 Communication and Deliverables: </b> | ||
+ | * Deliverables to Prof. Kam and National Arts Council | ||
+ | * To be further elaborated upon in Interim |
Revision as of 17:25, 14 January 2018
Background | Data Source | Methodology |
---|
Tools Used
Currently in Progress
Methodology
The methodology of the project includes the following phases.
Phase 0 Discovery and Data Preparation:
- Defining scope and objectives
- Discussion with sponsor to agree on scope of project
Phase 1 Data Preparation:
- Comparing data set and population survey questions
- Removing missing value / data interpolation
- Data normalisation and transformation of numerical variables
- Dimensionality reduction (e.g. removing single value variables, principal component analysis, etc)
Phase 2 Data Exploration and Model Planning:
- Generate summary statistics and data visualisations
- Research on association analysis, ways to analyse multiple correlations, etc
- Uncovering the associations between independent variables identified (e.g. scatter plot) using JMP Pro 13/Tableau
Phase 3 Data Analysis and Model Building:
- To be further elaborated upon in Interim
Phase 4 Communication and Deliverables:
- Deliverables to Prof. Kam and National Arts Council
- To be further elaborated upon in Interim