Literature Review
- Bitcoin’s Role in Financial Markets:
- Overview of Bitcoin’s evolution from a speculative asset to a store of value. Explore its increasing role in corporate treasury management and the broader impact on financial markets.
- MicroStrategy’s Bitcoin Strategy:
- MicroStrategy’s decision to purchase and hold Bitcoin, including the company’s rationale and its ongoing Bitcoin accumulation strategy.
- Examination of MicroStrategy’s Bitcoin holdings, their scale, and the potential risks and rewards associated with such a strategy.
- Relationship Between Bitcoin and Stock Performance:
- Review of literature examining how Bitcoin’s price fluctuations affect companies holding it (e.g. MicroStrategy).
- Theoretical frameworks connecting Bitcoin’s market returns with the stock performance of companies holding Bitcoin.
Event Study Methodology:
- Overview of the event study methodology used to assess the impact of Bitcoin-related events (e.g., announcements of Bitcoin purchases by MicroStrategy) on MicroStrategy’s stock returns.
Data and methods
Research Design:
- This study adopts a quantitative approach using time-series analysis to explore the relationship between Bitcoin returns and MicroStrategy’s stock returns.
- Correlation analysis and event study methodology will be used to quantify and assess how Bitcoin’s market performance impacts the stock performance of a company holding Bitcoin.
Data Collection:
- Bitcoin Price Data: Collect daily closing prices of Bitcoin from sources like CoinGecko.
- MicroStrategy Stock Data: Obtain daily stock prices for MicroStrategy from sources like Yahoo Finance.
- MicroStrategy’s Bitcoin Holdings: Use data from SaylorTracker to track MicroStrategy’s Bitcoin purchases and holdings over time.
Variables:
- Dependent Variable: Daily stock returns of MicroStrategy (percentage change in daily stock price).
- Independent Variable: Daily returns of Bitcoin (percentage change in Bitcoin’s daily closing price).
- Control Variables: Broader market indices, macroeconomic variables, and interest rates.
Data Analysis And Results Words
- Descriptive Statistics: Summarize basic statistics (mean, median, standard deviation) for Bitcoin returns and MicroStrategy’s stock returns.
- Correlation Analysis: Use Pearson/Spearman correlation to evaluate the relationship between Bitcoin’s returns and MicroStrategy’s stock returns.
- Event Study Methodology: Identify and analyze abnormal returns around significant Bitcoin-related events (e.g., Bitcoin purchases by MicroStrategy) and their effects on MicroStrategy’s stock returns
Interpretation of Results:
- Summarize the findings from each statistical model and discuss how MicroStrategy’s Bitcoin holdings influence the relationship between Bitcoin returns and MicroStrategy’s stock returns.
Provide a clear interpretation of how Bitcoin price changes impact MicroStrategy’s stock performance.