1999issue C111-7
Coding candlesticks into numeric indicators
A candlestick can be packed into a seven-bit candle-code and read as one decimal observation. Once that series exists, moving averages, a candle-code-macd, and a candle-code-rsi can be computed on bar structure rather than on a single price field.
- A candle-code uses one bit for color and two bits each for body size, upper-shadow size, and lower-shadow size, then converts the pattern to a decimal observation.
- Color has the highest weight, with white coded as 1 and black as 0, so more bullish shapes receive higher values and more bearish shapes receive lower values.
- Small, middle, and large labels for bodies and shadows are set with a size-threshold and decision rules rather than by unaided visual inspection.
- The index-of-candle-strength uses the full open-high-low-close object and can feed a candle-code-macd and a candle-code-rsi as a candidate input for mechanical system rules.
A candle as a seven-bit score
A candlestick can be represented as seven binary digits: one bit for color and two bits each for body size, upper-shadow size, and lower-shadow size. Those bits are then converted to a decimal candle-code, so one bar becomes a single numeric observation.
How the bits are weighted
Color is assigned the highest weight because it is treated as the primary characteristic. A white candle is coded as 1 and a black candle is coded as 0.
Body-size bits sit immediately after color, and shadow-size bits follow, so larger bodies and shadows receive greater weight within each two-bit field.
The coding is designed so more bullish shapes receive higher decimal values and more bearish shapes receive lower values. Illustrated white or mixed shapes include the codes 126, 91, 69, and 24. Strong bearish shapes include the codes 3 and 6.
Size labels need a cutoff
Small, middle, and large labels for bodies and shadows are set with upper and lower size-threshold values plus decision rules, rather than by unaided visual inspection. The archive states that a statistical treatment of sizes would be the adequate basis for those cutoffs.
Oscillators on the coded series
Once bars are coded, conventional overlays such as moving averages, MACD, and RSI can be computed on the candle-code series. A candle-code-macd uses the conventional length triple 9, 12, 26. A candle-code-rsi is applied to a triple-smoothed candle-code series, which is a smoothed-candle-code used to reduce bar-to-bar noise before the oscillator is calculated.
The archive presents the resulting index-of-candle-strength as using the full open-high-low-close object rather than a single price field, and as a candidate input for mechanical system rules.
All readings on this track · 80 readings
- 1988Rebuild MACD-Mo and MACD-H before treating them as signals
- 1989Four-span MACD lookbacks as perishable parameters
- 1989Weekly then daily MACD confirmation on individual stocks
- 1991Regime-gated MACD and stochastic rules inside a checklist
- 1991Constructing MACD signal lines and divergence tests
- 1991MACD parameter order and cycle phase lag
- 1992Lengthened bond MACD as an equity regime filter
- 1992Long-horizon MACD construction from paired exponential averages
- 1993Constructing a signed ten-point trend filter
- 1994Constructing lag-reduced double exponential averages for MACD
- 1994Seeding DEMA2 filters to build a MACD signal
- 1994Constructing MACD from lag-reduced exponential averages
- 1994TEMA1 from nested exponential averages, then a two-horizon MACD
- 1994Constructing entry and exit on a relative-strength MACD
- 1994Constructing a relative-strength MACD crossover spreadsheet
- 1995Consensus presignal filters for Relative Strength Index, MACD and the Stochastic oscillator
- 1997Confirm the MACD turn with price, then exit on the histogram
- 1997Reconstructing a stochastic oscillator, MACD, and a triple-smoothed oscillator
- 1997Moving-average windows before crossovers and MACD
- 1999Second-stage MACD on relative-strength inputs
- 1999Constructing MACD from exponential-average spreads for crossover and divergence
- 1999Coding candlesticks into numeric indicators
- 2001Second-low confirmation with a percentage oscillator and money-flow filter
- 2001Constructing MACD from exponential average spreads and a signal line
- 2002Separate bounded and trend-following oscillator rules
- 2002Sort the regime before assigning MACD and stochastic jobs
- 2002Building classic divergence filters from RSI and MACD
- 2002Weekly highs and lows as trend gates
- 2002Constructing channel-normalized Fisher reversal signals
- 2002Affine-price and the Fisher transform as a constructed companion to MACD
- 2003Regularized EMA construction with a MACD line and a thrust oscillator
- 2003Curvature-penalized exponential averages versus MACD
- 2003MACD, moving averages, and a trend filter as one timing system
- 2003Fractional MACD and linear-regression reversal construction
- 2004Weekly MACD-histogram timing of bear-market rallies
- 2004Candlestick triggers filtered by MACD divergence
- 2004Staging energy-complex tops with trendline, breakout, and MACD
- 2005Selling climax holds versus fails
- 2006Treat a sideways Wave as permission before a breakout
- 2007MACD with a Stochastic oscillator for spotting trend reversals
- 2007Rebuilding an S&P 500 fifth-wave count after a broken target
- 2007Constructing MACD, RSI, and stochastic confirmation for futures
- 2007MACD histogram divergence needs a confirming close
- 2007Write the plan as a stack: ratio, boundary, then oscillators
- 2008MACD divergence and Stochastic oscillator confirmation on lumber futures
- 2008Assign confirmation, timing, and a stop before a currency pair is tested
- 2008Confirm the ten-bagger launch path before the MACD exit
- 2008Reading the offloaded evidence file
- 2008A Leader companion for MACD direction warnings
- 2008Relative strength exits with MACD averages and RSI
- 2008Assign one job per indicator in a three-screens rule set
- 2008Sequencing RSI, MACD, and average crossovers
- 2010Constructing the Schaff Trend Cycle from MACD and a dominant-cycle window
- 2010Schaff Trend Cycle as a MACD and Stochastic oscillator combination
- 2010Combining Relative Strength Index, the stochastic oscillator, and MACD as slope filters
- 2010Short-term wave and ratio clues without direction calls
- 2010A precise pullback entry and an unplanned profit-protection exit
- 2010Filtering MACD false signals with trendline breaks
- 2011Vendor feeds as an input variable in a MACD evaluation
- 2012Out-of-the-money versus in-the-money option sensitivity to implied volatility
- 2012MACD window tuning as hold-time control
- 2012Combining a moving-average crossover with MACD and support-resistance
- 2012Testing a published MACD entry with a histogram and signal-line agreement filter
- 2012Treat sample systems as a lab before live rules
- 2013Constructing moving averages and MACD from one price series
- 2013The next-bar price that forces a MACD signal-line cross
- 2013Constructing next-bar MACD reversal prices
- 2013Constructing inverted MACD reversal prices
- 2014Shared-filter combinations of the stochastic oscillator, MACD, and RSI
- 2014Square-root lookbacks for combined MACD and RSI
- 2015Audit open interest and trend before trusting oscillator crossovers
- 2016MACD without a signal line, confirmed by moving-average trend filters
- 2016Use RSI, MACD, and a moving average as a market-health consensus
- 2016MACD line versus histogram is a display problem first
- 2017Weekly and daily MACD on a single daily chart
- 2017Weekly and daily MACD as a stacked momentum filter
- 2017Nested weekly and daily MACD from paired EMA spreads
- 2018Weekly and daily PPO scale versus MACD, with bounded RSI and stochastic readings
- 2018Constructing a weekly and daily percentage price oscillator
- 2020Constructing Wyckoff tape reading with MACD, moving-average, and RSI filters