Sources & Citations

Candlestick Basics

• Nison, Steve. Japanese Candlestick Charting Techniques. — The canonical English reference for candlestick patterns — hammer, doji, shooting star, and the terminology used throughout this lesson all trace to his translation and codification of the Japanese tradition.
• Murphy, John J. Technical Analysis of the Financial Markets. — Ch. 12 "Japanese Candlesticks" covers the same ground for Western audiences with characteristic clarity. The "context over pattern" framing draws on his general chart-reading principles.
• Bulkowski, Thomas N. Encyclopedia of Chart Patterns (3rd ed., 2021). — For the statistical view: most single-candle patterns perform poorly without additional confirmation, reinforcing the "context is the signal" argument.

No passages are quoted directly in this lesson. Pattern names and interpretations follow conventional TA usage.

Bid, Ask, and Spread

• Harris, Larry. Trading and Exchanges: Market Microstructure for Practitioners (Oxford, 2003). — The canonical reference for the concepts used here (order books, market makers, spread as tax, liquidity-taker vs liquidity-maker). Not in our local reference library; cited here as the authoritative primary source.
• Murphy, John J. Technical Analysis of the Financial Markets. — Consulted for completeness; Murphy treats market microstructure as assumed background rather than giving it a dedicated chapter.
• Kaufman, Perry J. Trading Systems and Methods (6th ed., 2020). — Transaction-cost discussions (slippage, half-spread cost) in the context of system backtesting informed the "real cost = commission + half-spread × 2 + slippage" framing.

Short quotations are used for educational commentary under fair use / fair dealing. Harris's Trading and Exchanges is the book to buy if this lesson interested you at all.

Order Types

• Harris, Larry. Trading and Exchanges: Market Microstructure for Practitioners (Oxford, 2003). — Canonical reference for order-type taxonomy (market, limit, stop, stop-limit, OCO, bracket) and their execution-vs-price-certainty tradeoffs. Not in our local reference library.
• Murphy, John J. Technical Analysis of the Financial Markets. — Consulted for the role of stop-orders in risk management within technical trading systems.
• Kaufman, Perry J. Trading Systems and Methods (6th ed., 2020). — Informed the discussion of stops-as-risk-management and the warning about stop-limit gaps in fast markets.

Much of the operational detail is from standard brokerage documentation (IBKR, Fidelity, Schwab) — the mechanics are industry-standard and not copyrightable. Short quotations used for educational commentary under fair use / fair dealing.

Trends and Timeframes

• Murphy, John J. Technical Analysis of the Financial Markets. — Ch. 4 "Basic Concepts of Trend" — verbatim definition of uptrend (HH+HL) and the "at least a third of the time" sideways estimate. Ch. 2 "Dow Theory" — the three nested trends (primary / secondary / minor), the six tenets, and the 67–68% / 20–25% capture-vs-miss statistic. Ch. 8 "Long-term vs. Short-term Charts" — the 20-year monthly → 5-year weekly → 6–9-month daily → intraday workflow.
• Kaufman, Perry J. Trading Systems and Methods (6th ed., 2020). — The swing-filter algorithm powering the SwingPlayground component (percentage-filter pivot detection). The four reasons trend systems work (slow fundamentals, persistence, fat tails, flows). The N-day breakout rule (Donchian's 4-Week Rule, 93-day optimum across 2000–2017 testing).

Short quotations are used for educational commentary under fair use / fair dealing.

Support & Resistance

• Murphy, John J. Technical Analysis of the Financial Markets. — Ch. 4 — verbatim definitions of support and resistance, role-reversal mechanics, the three significance criteria (time, volume, recency), and the 3% / 1% penetration thresholds for major vs short-term levels. Round-number examples and stop-placement rules. Trendline validation rules (two points to draw, three to confirm).
• Bulkowski, Thomas N. Encyclopedia of Chart Patterns (3rd ed., 2021). — Methodology anchor: 150,000-sample database. Throwback / pullback definitions and the 63–65% occurrence rate. The counter-intuitive finding that throwbacks hurt performance in 97% of pattern types (bull markets) and 100% (bear markets). The "breakout volume is not as good a predictor as many believe" finding.
• Kaufman, Perry J. Trading Systems and Methods (6th ed., 2020). — Systematic framing of horizontal S/R ("may be the most significant of all chart lines"). Filters for false breakouts (close-confirmation, safety zones, 1.5× ATR volatility filter). The regression-line + parallel-line method for automated trendline construction.

Short quotations are used for educational commentary under fair use / fair dealing.

Dow Theory

• Murphy, John J. Technical Analysis of the Financial Markets. — Ch. 2 "Dow Theory." Used for: the Charles Dow + Edward Jones founding history, the Nelson / Hamilton / Rhea posthumous codification, all six tenets (verbatim quotes), the three-phases description, the 1997 Industrials/Transports confirmation example, the closes-only rule, the failure vs nonfailure swing framing, the 67–68% historical-capture stat from Barron's (1920–1975), the 20–25% miss stat, and the "Dow built a barometer not a trading system" closing observation.
• Hamilton, William Peter. The Stock Market Barometer (1922). — Quoted through Murphy as the direct source of tenet #1's wording.
• Nelson, S.A. The ABC of Stock Speculation (1903). — Coined the phrase "Dow's Theory." Cited through Murphy.
• Rhea, Robert. The Dow Theory (1932). — Extended the codification. Cited through Murphy.
• Bulkowski, Thomas N. Encyclopedia of Chart Patterns (3rd ed., 2021). — Light touch: noted that volume is a weaker predictor of breakout success than conventional wisdom suggests, a useful nuance on tenet #5.

Short quotations from Murphy are used for educational commentary under fair use / fair dealing. Dow's and Hamilton's original writings are out of copyright (pre-1929).

Wyckoff Phases

The three textbooks in our reference library (Murphy, Kaufman, Bulkowski) cover Wyckoff sparsely. Most of the event-level material — the schematic itself — is drawn from the broader Wyckoff teaching tradition.

• Kaufman, Perry J. Trading Systems and Methods (6th ed., 2020). — Our strongest source; a single section ("Wyckoff's Combined Techniques") plus scattered quotes. Used for: Wyckoff's biographical framing, the "bar + point + wave" method summary, the verbatim Effort-and-Results passage, the volume-as-effort framing.
• Murphy, John J. Technical Analysis of the Financial Markets. — Has only one passing reference to Wyckoff (a citation of his P&F writings). Used implicitly for selling-climax and blowoff definitions.
• Bulkowski, Thomas N. Encyclopedia of Chart Patterns (3rd ed., 2021). — No mentions of Wyckoff. Included here only to make that fact explicit.
• Wyckoff, Richard D. Stock Market Technique, Number One (1933); Market Techniques (1933); original correspondence course. — Primary sources. Not in our local reference library. The Composite Operator metaphor, the Three Laws, and all schematic event names originate in these primary sources.
• Pruden, Hank. The Three Skills of Top Trading (2007). — Modern expositor who codified the Phase A–E labeling. Not in our reference library.

Wyckoff's own writings are pre-1929 and public domain; Kaufman's quotations are used for educational commentary under fair use / fair dealing.

Reversal Patterns

• Bulkowski, Thomas N. Encyclopedia of Chart Patterns, 3rd ed. (Wiley, 2021). — The primary source. Used for: the 150,000-sample methodology, every per-pattern stats table (H&S Top/Bottom, Double Top/Bottom variants, Triple Top/Bottom, Rounding), the 60% double-top non-confirmation rate, the Adam & Eve taxonomy, the neckline-slope execution rule, the "volume has little to do with performance" finding, and the measure-rule target statistics.
• Murphy, John J. Technical Analysis of the Financial Markets. — Ch. 5 "Major Reversal Patterns." Used for: the classical H&S narrative, the "probably the best known and most reliable" framing, the essential-volume-for-bottoms asymmetry, the double-top warning, the failed-H&S reversal warning, and the triple-top/H&S equivalence note.
• Kaufman, Perry J. Trading Systems and Methods (6th ed., 2020). — Lighter coverage. Used for: the concession that volume criteria don't always matter in modern markets, the Nikkei and Goldman Sachs chart examples.

Short quotations used for educational commentary under fair use / fair dealing. Bulkowski's Encyclopedia is genuinely the one trading book worth owning for its data density alone.

Continuation Patterns

• Bulkowski, Thomas N. Encyclopedia of Chart Patterns, 3rd ed. (Wiley, 2021). — The primary source. Every pattern's performance rank, breakeven failure rate, average rise/drop, throwback/pullback rate, R-vs-C distribution, measure-rule success rate, volume-trend finding, and pattern-identification minimum touches comes from Bulkowski's Results Snapshots.
• Murphy, John J. Technical Analysis of the Financial Markets. — Chapter 6 "Continuation Patterns." Used for: the two-thirds-to-three-quarters breakout rule, the "fly at half-mast" framing of flags and pennants, the "rising wedge bearish / falling wedge bullish" rule, the classical volume story that Bulkowski partially demolishes.
• Kaufman, Perry J. Trading Systems and Methods (6th ed., 2020). — Light coverage; used for the qualitative framing that "a triangle should take no less than two weeks to form."
• O'Neil, William J. How to Make Money in Stocks. — Creator of the Cup and Handle pattern. Bulkowski simplified and tested O'Neil's original identification rules. Not in our local library; cited through Bulkowski.

Short quotations used for educational commentary under fair use / fair dealing.

Fibonacci Retracements

• Kaufman, Perry J. Trading Systems and Methods (6th ed., 2020). — The richest Fibonacci source in our library. Used for: the Liber Abaci origin story, the rabbit-problem statement, the precise definition of which ratios are strictly Fibonacci, the nature-mysticism catalogue, the DJIA Supercycle example, the "so many possible levels" critique, and the "retracement rules have not been proved scientifically" admission.
• Murphy, John J. Technical Analysis of the Financial Markets. — Ch. 13 "Elliott Wave Theory" (where Fibonacci lives in Murphy), Ch. 4 (retracements). Used for: the "50% is Fibonacci by convergence" framing, depth-as-trend-strength rules, the 66% reversal cutoff, Dow / Gann / Fibonacci convergence, and the "self-fulfilling is a compliment" defense.
• Bulkowski, Thomas N. Encyclopedia of Chart Patterns (3rd ed., 2021). — The honest critic. Used for: the "I don't think they'll give you an edge" verdict, the AB=CD / Gartley harmonic-pattern failure rates (62–68%), and the fact that no book we own has tested Fibonacci hit rates against random levels.
• Fibonacci, Leonardo. Liber Abaci (1202). — Primary source for the sequence. Out of copyright; referenced through Kaufman's discussion.
• Elliott, R.N. Nature's Law — The Secret of the Universe (1946). — Originated the wave-count application of Fibonacci to markets. Referenced through Murphy ch. 13.

Short quotations used for educational commentary under fair use / fair dealing.

Moving Averages (SMA & EMA)

• Murphy, John J. Technical Analysis of the Financial Markets. — Ch. 9 "Moving Averages." Used for: the definition of MA, the lag/smoothing quotation, the double-crossover period combinations, the "third to a half of the time" failure estimate, the dynamic S/R framing.
• Kaufman, Perry J. Trading Systems and Methods (6th ed., 2020). — Ch. 7 "Time-Based Trend Calculations" and the chapter on crossover testing. Used for: the 200-day / 100-day lag rule, the 2/(N+1) smoothing-constant convention (crediting Hutson 1984), the 15-market / 127-parameter-combination crossover test, the WWII origin of exponential smoothing, and the Donchian (1960s) attribution.
• Bulkowski, Thomas N. Encyclopedia of Chart Patterns (3rd ed., 2021). — Consulted for golden-cross-specific data; none published.

All quotations used for educational commentary under fair use / fair dealing.

RSI

• Murphy, John J. Technical Analysis of the Financial Markets. — Ch. 10 "Oscillators and Contrary Opinion" (the RSI section). Used for: Wilder paraphrase on the 0–100 bound, the "misnomer" callout, the overbought-trap passages, the "first vs second move" rule, the 50-midpoint framing, RSI vs Stochastic comparison, the warning against fighting trends with divergence.
• Kaufman, Perry J. Trading Systems and Methods (6th ed., 2020). — Ch. on momentum indicators. Used for: the average-off smoothing detail (Wilder's α = 1/N, not 2/(N+1)), the 14-day cycle rationale, the RSI-saturation-at-100 observation, the rules for reliable divergence, the comparison to Stochastic, the "easier by eye than by program" honest quote.
• Wilder, J. Welles, Jr. New Concepts in Technical Trading Systems (Trend Research, 1978). — The original source for RSI. Not in our reference library; cited through Murphy and Kaufman's faithful reproductions.
• Bulkowski, Thomas N. Encyclopedia of Chart Patterns (3rd ed., 2021). — No dedicated RSI chapter and no statistical table on RSI signals, only anecdotes in sample trades. Consulted for completeness.

Short quotations are used for educational commentary under fair use / fair dealing.

MACD

• Murphy, John J. Technical Analysis of the Financial Markets. — Ch. 10 "Oscillators and Contrary Opinion" (the MACD section). Used for: the Appel attribution, the canonical 12/26/9 defaults, the signal-line crossover rule, the "best buy signals occur below the zero line" framing, the histogram-leads-crossover observation, and the weekly-dominates-daily rule.
• Kaufman, Perry J. Trading Systems and Methods (6th ed., 2020). — Used for: the formula with smoothing constants, the whipsaw warning in sideways markets, the divergence framing and timing warnings, the three-sequential-signals critique, and Appel's own preference for 19/39 on NASDAQ.
• Appel, Gerald. Technical Analysis: Power Tools for Active Investors (FT Prentice Hall, 2005). — Original creator reference, cited through Murphy and Kaufman.
• Bulkowski, Thomas N. Encyclopedia of Chart Patterns (3rd ed., 2021). — No dedicated MACD chapter and no statistical tables on MACD signals. Quoted once for his candid remark about no longer using MACD / Bollinger / Fibonacci.

Short quotations are used for educational commentary under fair use / fair dealing.

Stochastic Oscillator

• Murphy, John J. Technical Analysis of the Financial Markets. — Ch. 10 "Oscillators" covers Stochastic. Used for: Lane attribution and the closes-near-upper-end observation, the raw %K formula, the 14-default, the Fast vs Slow distinction, the divergence-primary / crossover-trigger signal hierarchy, the 80/20 thresholds, the direct RSI vs Stochastic comparison, and the weekly-filters-daily rule.
• Kaufman, Perry J. Trading Systems and Methods (6th ed., 2020). — Stochastic section. Used for: the three-line %K / %D / %D-slow system definition, the Excel formulas, Lane's named patterns (Hinge, Warning, Extremes, Bear Setup, Failure), the left-vs-right crossover distinction, and the 2002 S&P futures walkthrough with trend filter.
• Bulkowski, Thomas N. Encyclopedia of Chart Patterns (3rd ed., 2021). — No Stochastic content. Mentioned here only to make the gap explicit.
• Lane, George C. (Primary creator). — Lane-published materials are outside our reference library; all Lane attributions go through Murphy and Kaufman.

Short quotations used for educational commentary under fair use / fair dealing.

ATR & Volatility

• Kaufman, Perry J. Trading Systems and Methods (6th ed., 2020). — Primary source. Used for: the "best to substitute the true range" endorsement, the average-off-method framing, the 14 / 20 / 10 period conventions, position-sizing recipes, Bookstaber's Volatility System, the ATR% cross-asset normalization framework, and the argument for preferring ATR to annualized volatility for short-term stops.
• Murphy, John J. Technical Analysis of the Financial Markets. — Used for: the True Range definition and the Wilder 1978 attribution.
• Wilder, J. Welles, Jr. New Concepts in Technical Trading Systems (Trend Research, 1978). — Primary origin for TR and ATR. Not in our local library; cited through Murphy and Kaufman.
• Bulkowski, Thomas N. Encyclopedia of Chart Patterns (3rd ed., 2021). — Used for the observation that his live trading uses a simpler "volatility stop" (22-day H − L average × 2) rather than Wilder's ATR — a useful real-world counter-example.
• LeBeau, Chuck. Chandelier exit (highest-high − k × ATR trailing stop). — Not present in our reference library — cited conceptually without primary attribution.

Short quotations used for educational commentary under fair use / fair dealing. Kaufman's Trading Systems and Methods is the book for the complete systems-trading treatment of ATR.

Bollinger Bands

• Murphy, John J. Technical Analysis of the Financial Markets. — "Bollinger Bands" section. The "bands as targets" framing, the mean-reversion read, and the volatility-expansion/contraction cycle.
• Kaufman, Perry J. Trading Systems and Methods (6th ed., 2020). — "Bollinger Bands" section (Ch. 8). The 87% vs 95.4% correction, the "if it's not 20/2 it's not Bollinger" quote, the squeeze, modified Bollinger bands, and the Keltner Channel comparison setup.
• Bulkowski, Thomas N. Encyclopedia of Chart Patterns (3rd ed., 2021). — No dedicated Bollinger section. Mentioned in passing: "MACD, Bollinger bands, Fibonacci retraces and extensions, all of which I no longer use." Honest counterpoint cited for completeness.

Bollinger's own primary source is Bollinger on Bollinger Bands (McGraw-Hill, 2001). Not used directly in this lesson. No passages are quoted beyond short extracts under fair use for educational commentary.

ADX & DMI

• Wilder, J. Welles, Jr. New Concepts in Technical Trading Systems (Trend Research, 1978). — Primary source for ADX/DMI alongside RSI, ATR, Parabolic SAR, and Swing Index. Not in our reference library; cited through Murphy and Kaufman.
• Murphy, John J. Technical Analysis of the Financial Markets. — Ch. 15 "DMI and ADX" section. Used for: the "rates the directional movement on a scale of 0 to 100" framing, rising ADX = trending / falling ADX = nontrending, the 40-level exhaustion warning, the 20-level turnup, the DMI crossover rules, and the AMEX Oil Index case studies.
• Kaufman, Perry J. Trading Systems and Methods (6th ed., 2020). — Ch. 23 main coverage, regime-filter rules, expert-system integration. Used for: the three-layer structural walkthrough (DM → DX → ADX), the inside-day zero rule, the 0.133 smoothing constant discussion, threshold bands, Ruggiero's framework, the ADX directional filter rule, Fishman-Barr-Loick's expert-system rule, and Colby's 72-year DJIA backtest.
• Bulkowski, Thomas N. Encyclopedia of Chart Patterns (3rd ed., 2021). — No ADX / DMI content. Bulkowski's framework is pattern-centric; ADX is indicator-centric. Gap noted explicitly.

Short quotations used for educational commentary under fair use / fair dealing.

Parabolic SAR

• Wilder, J. Welles, Jr. New Concepts in Technical Trading Systems (Trend Research, 1978). — Primary source for Parabolic SAR alongside RSI, ATR, ADX, and Swing Index. Not in our reference library; cited through Kaufman and Murphy's reproductions.
• Kaufman, Perry J. Trading Systems and Methods (6th ed., 2020). — Ch. 17 "Parabolic Time/Price System" is the main coverage. Used for: the "philosophy of the Parabolic System is that time is an enemy" framing, the exact AF description (0.02 start, 0.02 step, 0.20 cap), the EP convention, the 2-bar anti-whipsaw constraint, the trailing-stop categorization, and Volker Knapp's 2010 alternative.
• Murphy, John J. Technical Analysis of the Financial Markets. — Ch. 15 covers Parabolic SAR and the DMI/ADX filter combination. Used for: the verbatim SAR definition, the dots-below/above visual, Wilder's ~30% trending estimate, and the 1994-monthly-sell / 1997-weekly-Dell case studies.
• Bulkowski, Thomas N. Encyclopedia of Chart Patterns (3rd ed., 2021). — No Parabolic SAR content. Bulkowski's framework is pattern-centric. Gap noted explicitly.

Short quotations used for educational commentary under fair use / fair dealing.

Keltner & Donchian Channels

• Keltner, Chester W. How to Make Money in Commodities (Kansas City, 1960). — Original source for the Keltner Channel formula. Not in our reference library; cited through Kaufman.
• Donchian, Richard D. "Donchian's 5- and 20-Day Moving Averages," Commodities Magazine (December 1974). — Primary Donchian publication. Not in our reference library.
• Kaufman, Perry J. Trading Systems and Methods (6th ed., 2020). — Main source. Keltner's 1960 system, Minor Trend Rule, volatility-bands comparison, Donchian / Hayden Stone framing, 4-Week Rule, Turtle Trading, 23-market N-breakout test, corn futures 60-year track record, Williams compression setup (the unbranded "squeeze"). Used for: formulas, statistical testing, and the squeeze-mechanic attribution.
• Murphy, John J. Technical Analysis of the Financial Markets. — Keltner + Raschke framing (with the exact modern formula), Donchian 4-Week Rule, the 4-week cycle explanation, the "simple, but it works" line, and the sideways-market widening prescription.
• Raschke, Linda. (Attributed by Murphy as the modernizer of Keltner to EMA + ATR form). — No primary Raschke source in our library.
• Williams, Larry. (Credited by Kaufman with the Bollinger-inside-Keltner compression setup). — No primary Williams source in our library.
• Carter, John. Mastering the Trade (2005, 2nd ed. 2012). — Popularized the "TTM Squeeze" branding. Not in our reference library.
• Bulkowski, Thomas N. Encyclopedia of Chart Patterns (3rd ed., 2021). — No Keltner or Donchian content. Flagged honestly.

Short quotations used for educational commentary under fair use / fair dealing. Kaufman is the strongest single source for this lesson.

Ichimoku Cloud

Coverage is unusually thin in our reference library — only Kaufman has material.

• Hosoda, Goichi (pen name Ichimoku Sanjin). Published his method in 1969 after 30+ years of development. — Primary source not in our library.
• Kaufman, Perry J. Trading Systems and Methods (6th ed., 2020). — Sole in-library source. Used for: Goichi Hosoda attribution, the five-component formulas, the cloud-as-trend-filter framing, the cloud-color-turning rule, and the Conversion/Base TK-cross rule. Kaufman does not cover the Kumo terminology, Chikou confirmation, the signal-strength hierarchy, or the 6-day-week period rationale.
• Murphy, John J. Technical Analysis of the Financial Markets. — No Ichimoku content in our edition.
• Bulkowski, Thomas N. Encyclopedia of Chart Patterns (3rd ed., 2021). — No Ichimoku content.

Content drawn from Ichimoku tradition (translation, Kumo terminology, Chikou confirmation, signal-strength hierarchy, 6-day-week rationale) is presented as tradition throughout the lesson body. Short quotations from Kaufman used for educational commentary under fair use / fair dealing.

Williams %R

• Williams, Larry. How I Made One Million Dollars Last Year Trading Commodities (1973); "%R" first published in Commodities Magazine 1973. — Primary sources not in our reference library; cited through Kaufman.
• Murphy, John J. Technical Analysis of the Financial Markets. — Ch. 10 Oscillators. Used for: the plain-English formula, the 80/20 extreme thresholds, the "%R looks like an upside down stochastics" framing, and the inversion-for-display convention.
• Kaufman, Perry J. Trading Systems and Methods (6th ed., 2020). — Used for: Larry Williams book attribution, the 10-day period, the "conceptually upside down" framing, and the trend-filtered timing-device use.
• Bulkowski, Thomas N. Encyclopedia of Chart Patterns (3rd ed., 2021). — No dedicated Williams %R content. Flagged.

Short quotations used for educational commentary under fair use / fair dealing.

Commodity Channel Index (CCI)

• Lambert, Donald R. "Commodity Channel Index," Technical Analysis of Stocks & Commodities (October 1980). — Cited directly by Kaufman. Primary 0.015-constant rationale from Lambert's original article.
• Murphy, John J. Technical Analysis of the Financial Markets. — Ch. 10 covers CCI. Used for: Lambert attribution, the SMA-deviation framing, the 20-day default, both Lambert's original breakout interpretation and the modern mean-reversion usage, the "CCI turns before prices" divergence observation, and the note that CCI isn't commodity-specific.
• Kaufman, Perry J. Trading Systems and Methods (6th ed., 2020). — Used for: the step-by-step formula breakdown, the "isn't necessarily for commodities" framing, and the critical "overbought during a strong upward move… can stay that way for weeks" warning.
• Bulkowski, Thomas N. Encyclopedia of Chart Patterns (3rd ed., 2021). — CCI appears only in trader vignettes — useful color quotes, no dedicated statistical treatment.

Short quotations used for educational commentary under fair use / fair dealing.

Rate of Change & Momentum

• Murphy, John J. Technical Analysis of the Financial Markets. — Ch. 10 Oscillators. Used for: "momentum is the most basic application of oscillator analysis," the Momentum = V − V_x formula, the 100×V/V_x ratio form of ROC, the 10-day default, the zero-line crossover as primary signal, the leading-property observation, and the unbounded-weakness note that motivated RSI's creation.
• Kaufman, Perry J. Trading Systems and Methods (6th ed., 2020). — Used for: the formal momentum definition, the physics-vs-finance terminology clarification, and Woodshedder's 5-day-vs-252-day ROC crossover backtest on S&P futures (52 trades, 53% profitable, 1998–2017).
• Bulkowski, Thomas N. Encyclopedia of Chart Patterns (3rd ed., 2021). — No dedicated ROC/Momentum content. Flagged.

Short quotations used for educational commentary under fair use / fair dealing.

Volume Confirmation

• Murphy, John J. Technical Analysis of the Financial Markets. — Ch. 7 "Volume and Open Interest" (primary) plus Ch. 2's Dow tenet #5 and Ch. 5's reversal-pattern volume rules. Used for: the hierarchy ("Price is by far the most important… volume is the more important" of the two secondaries), the "intensity/urgency" framing, the asymmetry of volume at tops vs bottoms, the climax / blowoff section, divergence rules, the "volume precedes price" claim, and the Oct 28 1997 selling-climax archetype.
• Kaufman, Perry J. Trading Systems and Methods (6th ed., 2020). — Volume chapter. Used for: "volume normally leads price" framing, the four-way price/volume matrix, the volume-spike-as-exhaustion model, the intraday-W-pattern warning, the relative-volume warning on thin stocks.
• Bulkowski, Thomas N. Encyclopedia of Chart Patterns (3rd ed., 2021). — The statistical counterweight. Used for: the 43% vs 41% heavy-vs-light breakout performance finding, the "I don't put much stock in volume" quote, the double-bottom myth rebuttal, and the 80%+ intra-pattern volume-contraction statistic.

Short quotations used for educational commentary under fair use / fair dealing. The surprising disagreement between Murphy and Bulkowski on breakout volume makes this lesson's sources more useful together than separately.

OBV & A/D Line

• Murphy, John J. Technical Analysis of the Financial Markets. — Ch. 7 Volume and Open Interest. Used for: the Granville 1963 OBV origin, the "simplicity itself" construction, the absolute-value-is-meaningless rule, the all-or-nothing critique, and the divergence case studies.
• Kaufman, Perry J. Trading Systems and Methods (6th ed., 2020). — Ch. 12 covers: OBV, Volume Accumulator / Chaikin's A/D, Williams A/D Oscillator, Money Flow Index, the Chaikin Oscillator application. Used for: the formal OBV sign function and worked example, the "is it reasonable to add all volume" critique, the Williams A/D taxonomy, the GE divergence example, and the meta-critique that volume indicators are "a collection of minor manipulations of data."
• Granville, Joseph. Granville's New Key to Stock Market Profits (1963). — Primary OBV source. Not in our library; cited through Murphy and Kaufman.
• Chaikin, Marc. (Originator of the A/D Line and Chaikin Oscillator). — No primary text in our library; cited through Kaufman's detailed treatment.
• Williams, Larry, & Waters, Jim. Williams A/D Oscillator. — Covered in Kaufman; original publication not in our library.
• Bulkowski, Thomas N. Encyclopedia of Chart Patterns (3rd ed., 2021). — OBV appears only in the index; no statistical treatment. Noted explicitly.

Short quotations used for educational commentary under fair use / fair dealing.

VWAP

Coverage is unusually thin in our reference library — the modern retail use of VWAP (charting overlay, anchored VWAP, σ bands, bounce/rejection entries) postdates our classical-TA books.

• Kaufman, Perry J. Trading Systems and Methods (6th ed., 2020). — The only substantive source in our library. Used for: the institutional-execution framing, the explicit TWAP-vs-VWAP contrast, and the volume U-shape observation. Kaufman treats VWAP purely as an order-routing algorithm; he gives no formula, no charting overlay discussion, no bands, and no anchored-VWAP variant.
• Murphy, John J. Technical Analysis of the Financial Markets. — No VWAP content. Murphy's volume chapter covers OBV, A/D, Money Flow, and Force Index but does not touch volume-weighted averages.
• Bulkowski, Thomas N. Encyclopedia of Chart Patterns (3rd ed., 2021). — No VWAP content. No Bulkowski-grade testing of VWAP signals in this library.
• Shannon, Brian. (Popularized anchored VWAP in retail technical analysis). — Not in our reference library; cited conceptually.

The VWAP formula, σ band construction, retail-chart use cases, and anchor points are editorial canon drawn from modern day-trading convention, not quoted from our reference books. Short quotations from Kaufman used for educational commentary under fair use / fair dealing.

Opening Range Breakout (ORB)

• Crabel, Toby. Day Trading with Short Term Price Patterns and Opening Range Breakout (Traders Press, 1990); TASC (February 1989). — Cited through Kaufman. Primary text not in our reference library.
• Fisher, Mark. The Logical Trader. — Kaufman's strongest endorsement of any single trading book. Not in our reference library.
• Kaufman, Perry J. Trading Systems and Methods (6th ed., 2020). — Main in-library source. Mechanics, Crabel's testing table, Fisher's rules, Momentum Pinball (Raschke/Conners), and the "1990s great success" performance observation.
• Raschke, Linda + Conners, Laurence. Street Smarts. — Momentum Pinball origin. Not in our library; cited through Kaufman.
• Murphy, John J. Technical Analysis of the Financial Markets. — No ORB content. Flagged honestly.
• Bulkowski, Thomas N. Encyclopedia of Chart Patterns (3rd ed., 2021). — No ORB or Crabel content. Narrow-range references only in trade-diary vignettes.

Short quotations used for educational commentary under fair use / fair dealing.

The Turtle Rules

• Covel, Michael. The Complete TurtleTrader (Collins, 2007). — Cited through Kaufman; not in our reference library. Primary English-language source for the Turtle story.
• Faith, Curtis. The Original Turtle Trading Rules (2003). — Self-published by one of the original Turtles; cited through Kaufman. Primary source for position-sizing caps (4/6/10/12).
• Kaufman, Perry J. Trading Systems and Methods (6th ed., 2020). — Main in-library source. Attribution, Donchian lineage, S1/S2 rules, N-based sizing, 5-unit pyramid cap, category diversification, drawdown rule, 38-year copper test, and the post-2000 degradation mechanism.
• Dennis, Richard + Eckhardt, William. The Turtle experiment (1983). — Primary participants; their rules leaked via Faith + Covel.
• Murphy, John J. Technical Analysis of the Financial Markets. — No Turtle content. Flagged.
• Bulkowski, Thomas N. Encyclopedia of Chart Patterns (3rd ed., 2021). — No Turtle, Dennis, Eckhardt, or Donchian-system testing content. Flagged.

Short quotations used for educational commentary under fair use / fair dealing.

Mean Reversion Basics

• Kaufman, Perry J. Trading Systems and Methods (6th ed., 2020). — Main source. Trend vs mean-reversion comparison table, the philosophical opposition quote, noise/regime framing, Bollinger band fades, APZ, CCI for mean-reversion, pair trading / cointegration, cross-sectional ETF mean reversion, LTCM case study, Efficiency Ratio definition and use, and index run-length evidence.
• LTCM. (Referenced through Kaufman). — Roger Lowenstein's When Genius Failed is the standard full account; not in our reference library.
• Jegadeesh, Narasimhan. "Evidence of Predictable Behavior of Security Returns," Journal of Finance (1990). — Primary academic source for short-horizon reversal anomaly. Not in Kaufman or our library.
• Lehmann, Bruce. "Fads, Martingales, and Market Efficiency," QJE (1990). — Complementary primary academic source. Not in our library.
• Murphy, John J. Technical Analysis of the Financial Markets. — No mean-reversion-as-strategy coverage. Flagged.
• Bulkowski, Thomas N. Encyclopedia of Chart Patterns (3rd ed., 2021). — No mean-reversion system content. Flagged.

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System Testing Basics

• Kaufman, Perry J. Trading Systems and Methods (6th ed., 2020). — Main source. 10 performance metrics, Sharpe, Sortino, Calmar, Ulcer Index, expectancy formula, MAE/MFE discussion crediting Sweeney, 30/100-trade thresholds.
• Sweeney, John. Maximum Adverse Excursion (Wiley, 1996). — Cited through Kaufman. Primary source for MAE/MFE concept.
• Sharpe, William F. (1966, 1994). — Primary source for the Sharpe ratio — cited through Kaufman.
• Sortino, Frank A. (1980s). — Downside-deviation ratio — cited through Kaufman.
• Murphy, John J. Technical Analysis of the Financial Markets. — No dedicated chapter on system testing metrics; consulted for completeness.
• Bulkowski, Thomas N. Encyclopedia of Chart Patterns (3rd ed., 2021). — Event-study methodology is related but distinct; not cited in this lesson.

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Backtesting Pitfalls

• Kaufman, Perry J. Trading Systems and Methods (6th ed., 2020). — Lookahead warning, survivorship, curve-fitting, walk-forward.
• Bulkowski, Thomas N. Encyclopedia of Chart Patterns (3rd ed., 2021). — Ultimate-high methodology and event-study discipline.
• Aronson, David. Evidence-Based Technical Analysis (Wiley, 2006). — Scanned PDF in our collection has no extractable text layer (consulted, not quoted). Primary reference for multiple-testing corrections in TA.
• White, Halbert. (2000). — Reality Check for data snooping — cited through common practice.
• Murphy, John J. Technical Analysis of the Financial Markets. — No dedicated chapter on backtest pitfalls; consulted for completeness.

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Walk-Forward & Monte Carlo

• Kaufman, Perry J. Trading Systems and Methods (6th ed., 2020). — Main source. Ch. 21 on testing and verification. Walk-forward methodology, 60/20/20 split convention, in-sample vs out-of-sample framing, information ratio degradation across parameter sets, the feedback-loop warning, and anchored vs rolling walk-forward variants.
• Aronson, David. Evidence-Based Technical Analysis (Wiley, 2006). — Scanned PDF in our collection (no extractable text). Primary academic reference for multiple-testing corrections; cited conceptually.
• Murphy, John J. Technical Analysis of the Financial Markets. — No walk-forward or system-testing content. Flagged.
• Bulkowski, Thomas N. Encyclopedia of Chart Patterns (3rd ed., 2021). — Event-study methodology is related but distinct. No walk-forward content.

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The Income Statement

• Schilit, Howard & Perler, Jeremy. Financial Shenanigans, 3rd ed. (McGraw-Hill, 2010). — The seven Earnings Manipulation Shenanigans framework, the Enron and WorldCom case studies, and the "Revenue growth vs. profit growth" red-flag principle.
• Ittelson, Thomas R. Financial Statements: A Step-by-Step Guide. — Referenced for the waterfall structure and margin-layer teaching approach (book not available in our library; structure reconstructed from standard accounting pedagogy).
• Graham, Benjamin & Meredith, Spencer. The Interpretation of Financial Statements. — The original framework for "reading through" an income statement. Our PDF was scanned without OCR; citations are from the framework rather than verbatim quotes.

No passages are quoted beyond short extracts under fair use for educational commentary. Buy the books — especially Schilit for the investigative approach.

The Balance Sheet

• Schilit, Howard & Perler, Jeremy. Financial Shenanigans, 3rd ed. (McGraw-Hill, 2010). — Off-balance-sheet partnerships (Enron), expense capitalization (WorldCom), reserve manipulation (Tyco, Symbol Technologies), loan loss reserve depletion (pre-2008 banking sector). KM Shenanigan No. 2: Distorting Balance Sheet Metrics.
• Graham, Benjamin & Dodd, David. Security Analysis. — The foundational framework for balance sheet analysis, book value, and the margin-of-safety concept. Our balance sheet structure follows Graham's categorization of current vs. non-current items.

No passages are quoted beyond short extracts under fair use for educational commentary. Buy the books.

The Cash Flow Statement

• Schilit, Howard & Perler, Jeremy. Financial Shenanigans, 3rd ed. (McGraw-Hill, 2010). — Part 3: Cash Flow Shenanigans (Chapters 10–13). CF Shenanigans 1–4. WorldCom's capitalization of line costs. Tyco's ADT dealer payment classification. The free cash flow defense. The "checks and balances" framework across all three statements.

No passages are quoted beyond short extracts under fair use for educational commentary. Buy the book.

P/E, P/B, EV/EBITDA

• Graham, Benjamin. The Intelligent Investor (Revised Edition, 2003). — Cited as the foundational reference for P/E and P/B; defines "margin of safety" that undergirds multiple-based analysis. In our library.
• Schilit, Howard + Perler, Jeremy. Financial Shenanigans (3rd ed., 2010). — Referenced for how each multiple gets manipulated; extended in the next lesson.
• Damodaran, Aswath. Investment Valuation (3rd ed., 2012). — Cited through common practice; not in our library. Primary academic reference for relative valuation multiples.
• Murphy, John J. Technical Analysis of the Financial Markets. — No valuation content. Flagged.
• Kaufman, Perry J. Trading Systems and Methods (6th ed., 2020). — No valuation-multiples content. Flagged.
• Bulkowski, Thomas N. Encyclopedia of Chart Patterns (3rd ed., 2021). — No valuation content. Flagged.

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Key Metrics & Shenanigans

• Schilit, Howard + Perler, Jeremy. Financial Shenanigans (3rd ed., 2010). — Main source throughout. Seven earnings shenanigans framework; Sunbeam, Enron, GE, WorldCom, Tyco, Freddie Mac, HealthSouth, Fannie Mae case studies; seven-screen ratio analysis.
• Graham, Benjamin. The Intelligent Investor (Revised Edition, 2003). — Cited as precursor for the "margin of safety" mindset under which shenanigan detection matters.
• Damodaran, Aswath. Investment Valuation (3rd ed., 2012). — Cited through common practice for quality-of-earnings adjustments; not in our library.
• Murphy, John J. Technical Analysis of the Financial Markets. — No accounting content. Flagged.
• Kaufman, Perry J. Trading Systems and Methods. — No accounting content. Flagged.
• Bulkowski, Thomas N. Encyclopedia of Chart Patterns. — No accounting content. Flagged.

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DuPont Analysis

• Damodaran, Aswath. Investment Valuation (3rd ed., 2012). — Primary modern academic reference for DuPont decomposition; cited through common practice (not in our library).
• Brealey, Myers, Allen. Principles of Corporate Finance. — Standard finance textbook reference for the three-step and five-step decomposition; cited through common practice.
• Schilit, Howard + Perler, Jeremy. Financial Shenanigans (3rd ed., 2010). — Used for the forensic follow-up: when a DuPont component changes abnormally, shenanigan analysis is the next step.
• Graham, Benjamin. The Intelligent Investor (Revised Edition, 2003). — Framework compatible with Graham's quality-of-earnings approach; DuPont not explicitly in Graham but the mindset is consistent.
• Murphy, John J. Technical Analysis of the Financial Markets. — No DuPont or valuation-decomposition content. Flagged.
• Kaufman, Perry J. Trading Systems and Methods. — No fundamental-analysis content. Flagged.
• Bulkowski, Thomas N. Encyclopedia of Chart Patterns. — No fundamental content. Flagged.

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Position Sizing

• Kaufman, Perry J. Trading Systems and Methods (6th ed., 2020). — Main source. Fixed-fractional and ATR-based sizing, martingale vs anti-martingale, Kelly half/quarter recommendation, Turtle drawdown rule.
• Kelly, John L. A New Interpretation of Information Rate (Bell System Technical Journal, 1956). — Primary source for the Kelly criterion. Cited through common practice.
• Thorp, Edward. The Mathematics of Gambling. — And the Kelly application to trading. Cited through common practice; not in our library.
• Faith, Curtis + Covel, Michael. (Turtle sources). — Cited through Kaufman for position-sizing specifics.
• Murphy, John J. Technical Analysis of the Financial Markets. — No dedicated chapter on position sizing; consulted for completeness.
• Bulkowski, Thomas N. Encyclopedia of Chart Patterns. — No sizing content. Consulted for completeness.

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Risk/Reward & Expectancy

• Kaufman, Perry J. Trading Systems and Methods (6th ed., 2020). — Main source. Expectancy framing, R-multiples and profit factor, Kelly / half-Kelly recommendation, streak estimation.
• Van Tharp. Trade Your Way to Financial Freedom. — Popularized the R-multiple framework in retail TA; cited through common practice.
• Kelly, John L. A New Interpretation of Information Rate (Bell System Technical Journal, 1956). — Primary source for Kelly; cited through common practice.
• Murphy, John J. Technical Analysis of the Financial Markets. — No expectancy framework per se; consulted for completeness.
• Bulkowski, Thomas N. Encyclopedia of Chart Patterns. — Event-study statistics relate to expectancy concepts but no direct expectancy coverage.

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Diversification

• Markowitz, Harry. Portfolio Selection (Journal of Finance, 1952). — Foundational paper for Modern Portfolio Theory. Cited through Kaufman.
• Kaufman, Perry J. Trading Systems and Methods (6th ed., 2020). — Main source. Portfolio variance framework, returns-not-prices warning, crisis correlation spike.
• Evans, John + Archer, Stephen. Diversification and the Reduction of Dispersion (Journal of Finance, 1968). — Classical ~20-position threshold finding. Cited through common practice.
• Dalio, Ray. Risk-parity / All Weather framework. — Cited through common practice.
• Sharpe, William F. Capital Asset Pricing Model (1964). — Cited through common practice and Kaufman.
• Murphy, John J. Technical Analysis of the Financial Markets. — No portfolio theory content. Flagged.
• Bulkowski, Thomas N. Encyclopedia of Chart Patterns. — No portfolio content. Flagged.

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Gap Trading

• Murphy, John J. Technical Analysis of the Financial Markets. — Ch. 4 covers the four gap types (common, breakaway, runaway/measuring, exhaustion), island reversals, and the classical fill-rate framework.
• Bulkowski, Thomas N. Encyclopedia of Chart Patterns (3rd ed., 2021). — Statistical fill-rate data, island reversal performance rankings, and the gap-as-support/resistance framework. Provides the empirical grounding for Murphy's classical taxonomy.
• Kaufman, Perry J. Trading Systems and Methods (6th ed., 2020). — Opening gap strategies as short-term reversal systems, gap-continuation filters, and the distinction between gap-fill and gap-and-go setups.
• Elder, Alexander. The New Trading for a Living. — Island reversal narrative and the exhaustion-gap-into-reversal sequence.

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Elliott Wave Basics

• Murphy, John J. Technical Analysis of the Financial Markets. — Ch. 13 "Elliott Wave Theory." The primary in-library source. Used for: the 5+3 wave structure, the three inviolable rules, Fibonacci ratio connections, wave personality descriptions, alternation guideline, and the fractal-nesting concept.
• Kaufman, Perry J. Trading Systems and Methods (6th ed., 2020). — Lighter coverage. Used for: the 1-2-3-5-8-13 wave-count Fibonacci connection and the practitioner critique that wave counting is highly subjective.
• Pring, Martin J. Technical Analysis Explained. — Used for: the psychological framing of each wave phase and the connection to crowd behavior.
• Elliott, R.N. Nature's Law — The Secret of the Universe (1946). — Primary source for Elliott Wave Theory. Not in our reference library; cited through Murphy and Kaufman.
• Prechter, Robert + Frost, A.J. Elliott Wave Principle (1978). — The standard modern reference for Elliott Wave. Not in our library; cited conceptually.
• Bulkowski, Thomas N. Encyclopedia of Chart Patterns (3rd ed., 2021). — No Elliott Wave content. Flagged.

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Measured Moves

• Murphy, John J. Technical Analysis of the Financial Markets. — Ch. 4 and Ch. 6. Used for: the AB=CD measured-move concept, pattern-height projection method for flags/pennants/triangles, and the geometric target framework.
• Bulkowski, Thomas N. Encyclopedia of Chart Patterns (3rd ed., 2021). — Measure-rule success rates across all pattern types. Used for: hit-rate statistics on pattern-height projections and the finding that half-height targets succeed more reliably than full-height.
• Kaufman, Perry J. Trading Systems and Methods (6th ed., 2020). — Used for: the systematic treatment of price objectives and the log-scale vs linear-scale projection distinction.
• Edwards, Robert D. + Magee, John. Technical Analysis of Stock Trends. — The classical reference for measured moves from chart patterns. Used for: the original pattern-projection methodology.

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Intermarket Analysis

• Murphy, John J. Technical Analysis of the Financial Markets. — Ch. 17 "Intermarket Analysis." Primary source. Used for: the four-market chain (Dollar → Commodities → Bonds → Stocks), sector rotation framework, the deflation exception that inverts the Bond–Commodity link, the CRB-to-bond ratio, and the program-trading interconnection warning.
• Pring, Martin J. Technical Analysis Explained. — Used for: the business-cycle rotation model and the six-stage framework connecting leading indicators to asset-class performance.
• Kaufman, Perry J. Trading Systems and Methods (6th ed., 2020). — Used for: the correlation-instability warning, the physical delivery vs financial contract distinction for commodity analysis, and the regime-change framing.
• Bulkowski, Thomas N. Encyclopedia of Chart Patterns (3rd ed., 2021). — No intermarket content. Flagged.

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Seasonality & Calendar Patterns

• Kaufman, Perry J. Trading Systems and Methods (6th ed., 2020). — Main source. Used for: the "Sell in May" effect across decades, the January effect, the presidential cycle, month-end and day-of-week effects, commodity seasonal patterns, and the caution that seasonal edges degrade as they become widely known.
• Pring, Martin J. Technical Analysis Explained. — Used for: the 4-year cycle and its connection to business-cycle theory, and the interest-rate-cycle seasonal framework.
• Murphy, John J. Technical Analysis of the Financial Markets. — Ch. 14 covers time cycles. Used for: the commodity seasonal concept and the general principle that longer cycles dominate shorter ones.
• Bulkowski, Thomas N. Encyclopedia of Chart Patterns (3rd ed., 2021). — No seasonality or calendar-effect content. Flagged.

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Market Breadth

• Murphy, John J. Technical Analysis of the Financial Markets. — Ch. 18 covers market breadth indicators. Primary source. Used for: the Advance/Decline line, the McClellan Oscillator, the New Highs–New Lows index, the TRIN/Arms Index, and the breadth-divergence-leads-price framework.
• Pring, Martin J. Technical Analysis Explained. — Used for: the cumulative A/D line methodology, the breadth-thrust concept, and the 10-day A/D ratio as a momentum measure.
• Elder, Alexander. The New Trading for a Living. — Used for: the New High–New Low Index as a leading indicator and the "A/D line divergence is the earliest warning" framing.
• Kaufman, Perry J. Trading Systems and Methods (6th ed., 2020). — Used for: the systematic breadth-oscillator construction and the caution about breadth data quality in non-US markets.
• Bulkowski, Thomas N. Encyclopedia of Chart Patterns (3rd ed., 2021). — No market-breadth content. Flagged.

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Sentiment Indicators

• Murphy, John J. Technical Analysis of the Financial Markets. — Ch. 10 "Contrary Opinion." Used for: the Investors Intelligence survey, the put/call ratio, the short interest ratio, and the general contrarian framework.
• Pring, Martin J. Technical Analysis Explained. — Used for: the sentiment cycle model linking crowd psychology to market phases, and the contrarian indicators (odd-lot data, advisory sentiment surveys).
• Elder, Alexander. The New Trading for a Living. — Used for: the VIX as a fear gauge, the "crowd is right during trends but wrong at extremes" framing, and the commitment of traders (COT) report as a sentiment indicator.
• Kaufman, Perry J. Trading Systems and Methods (6th ed., 2020). — Used for: the systematic use of sentiment in system design, volatility-regime filtering, and the warning that sentiment extremes can persist longer than expected.
• Bulkowski, Thomas N. Encyclopedia of Chart Patterns (3rd ed., 2021). — No sentiment-indicator content. Flagged.

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Adaptive Techniques

• Kaufman, Perry J. Trading Systems and Methods (6th ed., 2020). — Primary source. Used for: the KAMA formula (Efficiency Ratio → smoothing constant), the adaptive moving average concept, VIDYA, adaptive oscillators, the "noise drives the speed" philosophy, and the Efficiency Ratio formula (direction / volatility).
• Ehlers, John F. MESA and Trading Market Cycles (Wiley, 2001). — Primary source for MESA Adaptive Moving Average. Not in our reference library; cited through Kaufman.
• Chande, Tushar. Beyond Technical Analysis (Wiley, 1997). — Primary source for VIDYA (Variable Index Dynamic Average). Not in our reference library; cited through Kaufman.
• Murphy, John J. Technical Analysis of the Financial Markets. — No adaptive indicator content. Flagged.
• Bulkowski, Thomas N. Encyclopedia of Chart Patterns (3rd ed., 2021). — No adaptive indicator content. Flagged.

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Monte Carlo Methods

• Kaufman, Perry J. Trading Systems and Methods (6th ed., 2020). — Main source. Ch. 21 on testing and verification. Used for: Monte Carlo parameter sampling, equity-curve shuffling, synthetic data generation, confidence interval construction, and the framing of Monte Carlo as the bridge between backtest and live trading.
• Aronson, David. Evidence-Based Technical Analysis (Wiley, 2006). — Scanned PDF (no extractable text). Primary academic reference for randomization tests in TA. Referenced conceptually.
• Murphy, John J. Technical Analysis of the Financial Markets. — No Monte Carlo or statistical testing content. Flagged.
• Bulkowski, Thomas N. Encyclopedia of Chart Patterns (3rd ed., 2021). — No Monte Carlo content. Flagged.

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Spread & Pairs Trading

• Kaufman, Perry J. Trading Systems and Methods (6th ed., 2020). — Primary source. Used for: calendar spread mechanics, pairs trading, cointegration vs correlation, z-score entry/exit rules, mean-reversion framing, the ±2σ threshold convention, and the warning about correlation breakdown during crises.
• Murphy, John J. Technical Analysis of the Financial Markets. — Ch. 17 covers relative-strength analysis and intermarket ratios, which provide conceptual grounding for spread analysis.
• Elder, Alexander. The New Trading for a Living. — Used for: the pairs-as-hedged-position framing.
• Engle, Robert + Granger, Clive. Cointegration (1987 Nobel-winning methodology). — Cited through Kaufman and common practice. Primary academic source for the cointegration framework.
• Bulkowski, Thomas N. Encyclopedia of Chart Patterns (3rd ed., 2021). — No spread-trading or pairs-trading content. Flagged.

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Cash Flow Shenanigans

• Schilit, Howard + Perler, Jeremy. Financial Shenanigans (3rd ed., 2010). — Main source throughout (Part 3: Cash Flow Shenanigans, Chapters 10–11). Used for: the three techniques for shifting Financing inflows to Operating (bogus CFFO from bank borrowings, selling receivables early, faking receivable sales), Delphi/Bank One sham inventory sale, Cardinal Health receivable sales as unsustainable CFFO driver, Sanmina-SCI's stealth receivable sales, Peregrine's cover-up, Computer Associates' vague 'assignment' disclosure, Global Crossing/Enron boomerang transactions, and the risk-factor-change detection method.

Short quotations used for educational commentary under fair use / fair dealing. Buy Schilit's book — it's the single best investment for learning forensic accounting.

Earnings Quality Analysis

• Schilit, Howard + Perler, Jeremy. Financial Shenanigans (3rd ed., 2010). — Main source throughout (Part 2: EM Shenanigan No. 1, Ch. 3). Used for: the DSO formula and detection methodology, Computer Associates' 247-day DSO and $3.3B premature revenue, Transaction Systems Architects' policy change and unbilled receivable explosion, the CFFO-vs-net-income divergence as a warning signal, percentage-of-completion manipulation (Raytheon), Xerox's lease accounting tricks (discount rate abuse, mid-lease acceleration), and Enron's mark-to-market abuse on utility contracts.
• Graham, Benjamin. The Interpretation of Financial Statements. — Framework for reading-through financial statements. Scanned PDF in our library; no OCR. Cited conceptually.

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