Difference between revisions of "James Chen (Work Log)"
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| − | + | ===Fall 2017=== | |
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[[James Chen]] [[Work Logs]] [[James Chen (Work Log)|(log page)]] | [[James Chen]] [[Work Logs]] [[James Chen (Work Log)|(log page)]] | ||
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| − | + | ===Spring 2017=== | |
| − | + | 02/02/2017 - Planned immediate next steps for LBO project; fixed bug in matching code (matchpair indices not being stored correctly) | |
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| − | + | ===Fall 2016=== | |
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09/06/2016 - Discussed workload for the week, plan for project going forward with Ed and Jake. | 09/06/2016 - Discussed workload for the week, plan for project going forward with Ed and Jake. | ||
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11/18/2016 - Minor bugfixes for STATA code (got winsorized variables working consistently); began working on patent start/end table | 11/18/2016 - Minor bugfixes for STATA code (got winsorized variables working consistently); began working on patent start/end table | ||
| − | + | ===Summer 2016=== | |
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| + | 07/15/2016 - Refining hazard model: revising variables used, comparing Cox Proportional Hazard and Lognormal Accelerated Failure Time models | ||
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| + | 07/18/2016 - Cataloged SQL tables, revised STATA script (STATAdatasetup2.do) to include ratios, replace cashflow with ebitda, and filter out firms smaller than $50 million | ||
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| + | 07/19/2016 - Investigated baseline hazard of Cox Proportional Hazard model. Compared to Lognormal and Loglogistic Accelerated Failure Time models to try to predict hazard rate (not just hazard ratio) | ||
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| + | 07/20/2016 - Adjusted dataset to filter out firms that are small (<$40m) or not listed in major exchanges (AMEX, NYSE, NASDAQ). Consulted Brian on descriptive statistics of dataset. | ||
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| + | 07/21/2016 - Investigated negative ebitda ratios. | ||
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| + | 07/22/2016 - Performed further testing of hazard model. Ran preliminary matching analysis using patent flow data. | ||
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| + | 07/25/2016 - Cleaned data setup do file. Organized list of data problems to consult with Ed. | ||
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[[Category:Work Log]] | [[Category:Work Log]] | ||
Revision as of 14:55, 2 November 2017
Contents
Fall 2017
James Chen Work Logs (log page)
Spring 2017
02/02/2017 - Planned immediate next steps for LBO project; fixed bug in matching code (matchpair indices not being stored correctly)
Fall 2016
09/06/2016 - Discussed workload for the week, plan for project going forward with Ed and Jake.
09/08/2016 - Reread Lerner article, compiled notes on article and state of the project
09/09/2016 - Completed some ad hoc analyses of STATA dataset to diagnose problems with propensity score matching.
10/13/2016 - Met with Ed and Brian to discuss results and future work for LBO Innovation project. Began rebuild/redocumentation of dataset.
10/14/2016 - Continuing rebuild, documentation at Leveraged_Buyout_Innovation_(Academic_Paper)#New_Version. COMPUSTAT data is now standardized for linking.
10/18/2016 - Began importing Brian's SDC data into SQL database
10/20/2016 - Completed importing SDC data
10/21/2016 - Matched SDC data to COMPUSTAT data for LBO entry flags.
10/27/2016 - Reorganized SQL script for better readability. Tried to bugfix SDC join (still WIP)
10/28/2016 - Completed initial SDC join. Adding additional matches using name-based matching.
11/03/2016 - Continued working on name-based matching.
11/04/2016 - Completed name-based matching for SDC data/LBOs.
11/10/2016 - Finalized documentation for LBO side of project. Minor bugfixes for name-based matching from last week.
11/11/2016 - Worked on matching in patent flows and stocks, basically finished up to name-based matching
11/17/2016 - Finished matching in patent flows and stocks, contingent on having a completed active patent start/end table from Napas
11/18/2016 - Minor bugfixes for STATA code (got winsorized variables working consistently); began working on patent start/end table
Summer 2016
07/15/2016 - Refining hazard model: revising variables used, comparing Cox Proportional Hazard and Lognormal Accelerated Failure Time models
07/18/2016 - Cataloged SQL tables, revised STATA script (STATAdatasetup2.do) to include ratios, replace cashflow with ebitda, and filter out firms smaller than $50 million
07/19/2016 - Investigated baseline hazard of Cox Proportional Hazard model. Compared to Lognormal and Loglogistic Accelerated Failure Time models to try to predict hazard rate (not just hazard ratio)
07/20/2016 - Adjusted dataset to filter out firms that are small (<$40m) or not listed in major exchanges (AMEX, NYSE, NASDAQ). Consulted Brian on descriptive statistics of dataset.
07/21/2016 - Investigated negative ebitda ratios.
07/22/2016 - Performed further testing of hazard model. Ran preliminary matching analysis using patent flow data.
07/25/2016 - Cleaned data setup do file. Organized list of data problems to consult with Ed.
