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[[Jake Silberman]] [[Research Plans]] [[Jake Silberman (Research Plan) | 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

[[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]]

~~[[Jake Silberman]] [[Research Plans]] [[Jake Silberman (Research Plan) | Plan Page]]~~

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