Dynamic Range NVT Signal for Long-term Bitcoin Valuation
Updated
ABOUT DYNAMIC RANGE NVT SIGNAL
NVT Signal (Credit: woobull.com) is akin to a "PE" ratio for Bitcoin, and can be used to identify when Bitcoin is overbought or oversold based on the relative value of transactions sent across the network.
This indicator includes a 2 year moving average and standard deviation to identify outlier values, instead of declaring a static high-low range for relative valuation.
THEORY
A dynamic "high-low" range was chosen for the following reasons:
- Bitcoin is only 10 years old, it is likely that relatively "high" and relatively "low" NVT values will change with time, as have PE ratios over the last century.
- Some transactions are now made off-chain (eg. Liquid Network's private side-chain which is used by many major exchanges). If this trend continues, we can expect "normal" NVT ranges to increase with time (as the relative portion of public on-chain transaction values decreases).
CALCULATION
- NVT = Circulating Market Cap / 90 average On-chain Transaction Value*
- Overbought (default): NVT > 2-year mean + 2*standard deviations. I.e. NVT Signal is in the top 2.5% of values for the prior 2 years.
- Oversold (default) NVT < 2-year mean.**
*Data source: Blockchain.info, estimated transaction value does not include returned to sender as change.
**Oversold under 2-year mean was chosen due to the skewness of NVT Signal, it is not quite normally distributed. For example: NVT Signal has never been less than the 2-year mean - 2* standard deviations. This may change in the future.
NOTES ON USAGE
- Use with care. Bitcoin can remain "overbought" or "oversold" for extended periods (eg. 2015-2016).
- As Bitcoin ages, the validity of NVT Signal will need to be monitored. Particularly with respect to potentially increasing use of side-chains, private transactions and potentially the lightning network.
- It is likely that a 2-year “look back period” for calculating mean and standard deviation will not be sufficient in the decades to come. As Bitcoin matures and stabilizes (some time in the future), a longer "look back period" should probably be used. To allow for this, the defaults for this indicator can be easily adjusted.
NVT Signal (Credit: woobull.com) is akin to a "PE" ratio for Bitcoin, and can be used to identify when Bitcoin is overbought or oversold based on the relative value of transactions sent across the network.
This indicator includes a 2 year moving average and standard deviation to identify outlier values, instead of declaring a static high-low range for relative valuation.
THEORY
A dynamic "high-low" range was chosen for the following reasons:
- Bitcoin is only 10 years old, it is likely that relatively "high" and relatively "low" NVT values will change with time, as have PE ratios over the last century.
- Some transactions are now made off-chain (eg. Liquid Network's private side-chain which is used by many major exchanges). If this trend continues, we can expect "normal" NVT ranges to increase with time (as the relative portion of public on-chain transaction values decreases).
CALCULATION
- NVT = Circulating Market Cap / 90 average On-chain Transaction Value*
- Overbought (default): NVT > 2-year mean + 2*standard deviations. I.e. NVT Signal is in the top 2.5% of values for the prior 2 years.
- Oversold (default) NVT < 2-year mean.**
*Data source: Blockchain.info, estimated transaction value does not include returned to sender as change.
**Oversold under 2-year mean was chosen due to the skewness of NVT Signal, it is not quite normally distributed. For example: NVT Signal has never been less than the 2-year mean - 2* standard deviations. This may change in the future.
NOTES ON USAGE
- Use with care. Bitcoin can remain "overbought" or "oversold" for extended periods (eg. 2015-2016).
- As Bitcoin ages, the validity of NVT Signal will need to be monitored. Particularly with respect to potentially increasing use of side-chains, private transactions and potentially the lightning network.
- It is likely that a 2-year “look back period” for calculating mean and standard deviation will not be sufficient in the decades to come. As Bitcoin matures and stabilizes (some time in the future), a longer "look back period" should probably be used. To allow for this, the defaults for this indicator can be easily adjusted.
Note
This "Idea" was the first release of the script. A couple formatting bugs have since been rectified. Please refer to the latest version of the script here:
Disclaimer
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