Difference between revisions of "Jake Silberman (Research Plan)"
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[[Jake Silberman]] [[Research Plans]] [[Jake Silberman (Research Plan) | Plan Page]] | [[Jake Silberman]] [[Research Plans]] [[Jake Silberman (Research Plan) | Plan Page]] | ||
[[Leveraged Buyout Innovation (Academic Paper)]] | [[Leveraged Buyout Innovation (Academic Paper)]] | ||
*Finalize Hazard Model | *Finalize Hazard Model | ||
| − | *Match LBO and non LBO companies based on hazard model | + | **Determine best regression model (Cox or something else that makes more assumptions) |
| + | **Determine finalized variable set | ||
| + | **Predict based on model | ||
| + | *Match LBO and non LBO companies based on hazard model predictions | ||
**Generate buckets, i.e. break down by industry, decade, etc... | **Generate buckets, i.e. break down by industry, decade, etc... | ||
| + | **Determine metric for matching | ||
*Integrate new patent data | *Integrate new patent data | ||
**Create stocks of patents | **Create stocks of patents | ||
**Add in patent assignment data | **Add in patent assignment data | ||
*Analysis of control group and study group for first results | *Analysis of control group and study group for first results | ||
| + | **Refine matching if necessary | ||
| + | **Test for endogeneity/other issues | ||
*Lit review for variables | *Lit review for variables | ||
| + | **Revise preexisting regression variable write-up and reformat it to appropriate academic paper form | ||
| + | |||
| + | |||
| + | [[Venture Capital (Data)]] | ||
| + | *Do final correct pull of SDC Data (just include IPOS) | ||
| + | *Clean data, throwing out duplicate names and only take most recently invested one | ||
| + | *Rank cities by venture capital on different metrics, either in SQL or Excel | ||
| + | *Write up issue brief | ||
| + | |||
| + | [[Category:Work Log]] | ||
Latest revision as of 10:08, 22 March 2017
Jake Silberman Research Plans Plan Page
Leveraged Buyout Innovation (Academic Paper)
- Finalize Hazard Model
- Determine best regression model (Cox or something else that makes more assumptions)
- Determine finalized variable set
- Predict based on model
- Match LBO and non LBO companies based on hazard model predictions
- Generate buckets, i.e. break down by industry, decade, etc...
- Determine metric for matching
- Integrate new patent data
- Create stocks of patents
- Add in patent assignment data
- Analysis of control group and study group for first results
- Refine matching if necessary
- Test for endogeneity/other issues
- Lit review for variables
- Revise preexisting regression variable write-up and reformat it to appropriate academic paper form
- Do final correct pull of SDC Data (just include IPOS)
- Clean data, throwing out duplicate names and only take most recently invested one
- Rank cities by venture capital on different metrics, either in SQL or Excel
- Write up issue brief
