2002issue C051-5
Combine adaptive bands with the Relative Strength Index and volume-weighted RSI
Bollinger Bands classify a tag as relatively high or relatively low. In this editorial three-layer reading, the Relative Strength Index tests whether momentum agrees and a volume-weighted RSI tests whether participation agrees before the tag is treated as continuation or reversal.
- Fixed-percentage envelopes needed repeated width retuning, so volatility is recalculated each period and paired with a moving average to form a self-adaptive envelope of that average plus or minus two standard deviations.
- Bollinger Bands are used only to classify relative location: an upper-band tag is relatively high and a lower-band tag is relatively low, with companion location and width readings tracking position inside the envelope and changes in envelope size.
- A band tag was originally checked against confirming indicators. The Relative Strength Index is the momentum companion, and a volume-weighted RSI is preferred so participation can confirm or fail to confirm the price move.
- Confirmed strength or weakness is treated as continuation, a failure to confirm is treated as the opposite signal, and a two-step reversal filter still requires the most severe reading of the past year plus enough momentum to break the prior trend.
From fixed envelopes to adaptive bands
Fixed-percentage envelopes around a moving average required repeated trial-and-error width selection because a width that contained most of the prior year's prices often stopped fitting later.
Bollinger Bands recalculate volatility each period and pair it with a moving average. The result is a self-adaptive envelope defined as that average plus or minus two standard deviations of the same series.
Relative location and width
The envelope is used only to classify relative price location. Contact with the upper band is treated as relatively high, and contact with the lower band is treated as relatively low.
Two companion readings are derived from the envelope. The location reading is 1.0 at the upper band, 0 at the lower band, and 0.5 at the middle. The width reading is the upper-minus-lower distance divided by the middle band.
Very low envelope width is treated as a forecast of later volatility expansion. A peak or rollover in width after a large expansion is treated as a transition toward consolidation or a possible reversal that still needs other indicators to classify.
Walks, tags, and confirmation
A walk along a band is typically announced by a move that punches outside the envelope, then continues as pullbacks leave price traveling in the upper or lower portion of a roughly constant-width channel.
A tag of either band was originally checked against confirming indicators, often volume- or breadth-based. Confirmed strength or weakness was treated as continuation, and a failure to confirm was treated as the opposite signal.
Momentum, participation, and reversal
The Relative Strength Index is treated as a useful momentum companion to the bands. A volume-weighted RSI is preferred so that participation can confirm or fail to confirm the price move.
A two-step reversal filter first requires an overbought or oversold extreme that is the most severe reading of the past year, then requires a traditional momentum indicator to show enough strength to break the prior trend.
All readings on this track · 8 readings
- 1985Session windows, volume weights, and divergence in RSI construction
- 1989Constructing the money-flow index as a volume-weighted relative-strength oscillator
- 1992Constructing a money flow index from volume-weighted RSI
- 1994Constructing the money flow index as a volume-weighted relative strength index
- 2002Combine adaptive bands with the Relative Strength Index and volume-weighted RSI
- 2015Rebuilding a volume-weighted RSI and checking price-indicator divergence
- 2015Constructing the slow volume strength index from signed volume
- 2020Constructing a probability-defined trend filter