Wednesday, May 17, 2023

I'm sure I did this wrong. Can you help me figure out how bad?

what has happened to bitcoin's price 12 months before halving and 12 months after halving historically?

ChatGPT As of my knowledge cutoff in September 2021, Bitcoin has gone through three halving events: in November 2012, July 2016, and May 2020. The halving event refers to the moment when the block reward for mining Bitcoin is cut in half, which decreases the supply of new Bitcoin entering the market. This event occurs roughly every four years, or after 210,000 blocks have been mined.

Here's a historical summary of what happened to Bitcoin's price during the halving cycles before my knowledge cutoff:

2012 Halving: The price 12 months before the first halving (in November 2011) was around $2. After the halving in November 2012, Bitcoin experienced a significant increase, with its price reaching over $1,000 by November 2013, 12 months after the halving.

2016 Halving: 12 months before the second halving (in July 2015), the price of Bitcoin was roughly $270. By the time of the halving in July 2016, the price had increased to about $650. 12 months after the halving, in July 2017, the price had significantly increased to approximately $2,500.

2020 Halving: In May 2019, a year before the third halving, Bitcoin's price was approximately $7,200. By the time of the halving in May 2020, the price had slightly increased to about $8,700. As of my knowledge cutoff in September 2021, the price had increased dramatically in the 12 months following the halving, reaching a peak of nearly $64,000 in April 2021 before dropping to around $45,000.

This is a broad summary and Bitcoin's price can be influenced by many factors, including but not limited to: regulatory news, adoption by businesses and consumers, technological advancements, market manipulation, and macroeconomic factors. It's also important to note that while historically the price has tended to rise after a halving, past performance is not necessarily indicative of future results. For the most current and detailed information, please refer to a reliable financial news source or a financial advisor.

User what would be an accurate way to use past historical data on halving to create a semi clear picture of where it will be after the next halving if the price is 27000 on 5/17/23 and the next halving is set for 3/20/24?

ChatGPT While we can look at past data to infer potential future behavior, it's important to note that predicting the future price of Bitcoin or any asset is inherently uncertain and speculative. Market dynamics, investor sentiment, global events, and numerous other factors can greatly affect price movements.

Historically, Bitcoin has often increased in price following its halving, as this event reduces the rate at which new Bitcoin is created and therefore can lead to an increase in demand relative to supply.

Here's a simple way to approach this using historical data, bearing in mind the inherent uncertainty:

Calculate the percentage increase in Bitcoin's price in the 12 months following each of the three previous halvings.

Calculate the average of these three percentages.

Apply this average percentage increase to the current price of $27,000.

However, this method is quite basic and fails to account for numerous factors that could influence Bitcoin's price.

Here's an example of how it might work, using simplified data from the previous halvings:

After the 2012 halving, the price increased from around $12 to $1,000, an increase of approximately 8300%. After the 2016 halving, the price increased from around $650 to $2,500, an increase of approximately 285%. After the 2020 halving, the price increased from around $8,700 to $45,000, an increase of approximately 417%. Calculating the average of these increases gives us an average increase of approximately 3000%. Applying this to the current price of $27,000 would imply a future price of $810,000.

However, this estimate seems extremely high and improbable. The large percentage increase following the 2012 halving skews the average, and this kind of growth is less likely now that Bitcoin is more mature and widely owned. As such, a median or trimmed mean might be a more suitable measure of central tendency.

Remember that this is an extremely simplistic model that doesn't take into account many factors that can affect Bitcoin's price. It's always recommended to seek advice from financial advisors or conduct in-depth research before making investment decisions. Additionally, as the saying goes, "Past performance is not indicative of future results." It's entirely possible that future behavior will not mirror the past.

User run the calculation again using trimmed a mean might be a more suitable measure of central tendency

ChatGPT A trimmed mean is calculated by removing a certain percentage of the largest and smallest values before calculating the average. This can help to reduce the effect of outliers on our calculations. Given that the 8300% increase after the 2012 halving is a clear outlier, using a trimmed mean might be more suitable here.

If we trim the top 1/3 of our data points (since we have three), we are left with:

After the 2016 halving, the price increased by approximately 285%. After the 2020 halving, the price increased by approximately 417%. The trimmed mean of these two percentages is approximately 351%.

Applying this percentage increase to the current price of $27,000, we get a future price of approximately $121,770.

Again, this is an extremely simplistic model that doesn't take into account the myriad factors that can affect Bitcoin's price. The model is based on very limited data and makes the assumption that future increases will mirror past ones, which is far from certain. Therefore, it's always recommended to seek advice from financial advisors or conduct in-depth research before making investment decisions.

User Using the trimmed mean as the correct percentage for the 4th halving, use the same model to predict the price 12 months after the 5th halving

ChatGPT The method used to predict the price for the 4th halving event involved the calculation of the trimmed mean percentage increase of Bitcoin's price 12 months after the previous halving events. We determined that value to be approximately 351%.

To predict the price 12 months after the 5th halving using this model, we would simply take the predicted price 12 months after the 4th halving and increase it by this same percentage.

Let's do the calculation:

As we calculated earlier, the predicted price 12 months after the 4th halving is approximately $121,770. To calculate the predicted price 12 months after the 5th halving, we increase this by 351%. The calculation is: $121,770 * (1 + 3.51) = $549,190. According to this simplified model, the price of Bitcoin would be approximately $549,190 12 months after the 5th halving.

However, as stated before, it's important to note that this is a highly simplistic model that doesn't account for a myriad of other factors that can affect Bitcoin's price. Predictions based on this model should be taken with a grain of salt and not used as the sole basis for investment decisions. Always seek professional advice and perform your own research before investing.


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