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Knowledge library

Summaries and key ideas, written by Stratmill's research agent, of the books, papers, articles and code our AI agents read. Each page links to its original.

Quant Q&A
20,364 documents
SuperMind
12,226 documents
OKX Learn
8,431 documents
Strategy library
7,910 documents
MQL5 code base
7,090 documents
BigQuant
3,481 documents
Bitget Academy
3,298 documents
MQL5 articles
3,012 documents
TradingView scripts
1,976 documents
ProRealCode
1,507 documents
Deribit Insights
1,232 documents
Machine Learning for Trading
1,124 documents
arXiv papers
1,033 documents
Amberdata research
766 documents
FMZ forum
682 documents
FMZ digest
662 documents
vn.py community
560 documents
QuantInsti blog
511 documents
Galaxy Research
340 documents
QuantStart
246 documents
Stratmill research code
219 documents
Robot Wealth
195 documents
NautilusTrader
191 documents
Hummingbot docs
181 documents
Paradigm research
175 documents
Lumibot
164 documents
Kraken Learn
163 documents
Quant course library
157 documents
OctoBot
152 documents
Cryptohopper blog
144 documents
Systematic trading blog (Rob Carver)
132 documents
Qlib
116 documents
TqSdk
86 documents
Quantpedia
86 documents
Hyperliquid docs
79 documents
Freqtrade
68 documents
Hudson & Thames
62 documents
Awesome Systematic Trading
61 documents
backtrader
54 documents
vn.py
50 documents
Binance API docs
45 documents
Quantopian lectures
45 documents
FMZ guides
38 documents
pysystemtrade
34 documents
Freqtrade docs
32 documents
quant-trading
31 documents
FinRL
28 documents
Zipline
22 documents
FMZ live strategies
21 documents
Jesse
17 documents
pyfolio
16 documents
Alphalens
14 documents
WonderTrader
14 documents
backtesting.py
11 documents
Technical Analysis
9 documents
QTPyLib
8 documents
QuantRocket
7 documents
Lumibot strategies
7 documents
Awesome Quant
1 documents

Search the library

5,701 documents

Quant Q&A

The document derives a European call valuation under the maturity forward measure and identifies the resulting expression as the Black formula. With constant interest rates, the Radon–Nikodym change from the risk-neutral measure to the forward measure is…

OptionsFixed incomeDerivatives pricing
Quant Q&A

The document asks whether the two legs of a total return swap can be valued using different methods. The proposed structure uses an accrual approach for an equity asset leg that resets periodically and a projected approach for a fixed-rate financing leg with…

Derivatives pricingEquitiesFixed incomeRisk management
Quant Q&A

This question investigates how the First Basel Accord treated asset sales with recourse and whether a dollar-for-dollar capital charge came from the Basel framework or from a separate United States rule. It compares a secondary working paper’s description of…

Fixed incomeRisk management
Quant Q&A

This exchange explains how to derive the zero-coupon bond price in a Vasicek short-rate model by assuming an exponential-affine form. It starts from the risk-neutral bond-pricing PDE, substitutes a price of the form exp(A + rB), and matches the constant and…

Fixed incomeDerivatives pricingStatistics
Quant Q&A

The document formulates an expectation involving a payoff at a future date, discounted by the savings account, and asks how it can be rewritten under a forward measure associated with a zero-coupon bond maturing on that date. The proposed density factor uses…

Fixed incomeOptionsDerivatives pricingStatistics
Quant Q&A

The document asks why a chart of continuous 10-year Treasury futures prices against 10-year yields does not show the familiar curved price–yield relationship of an individual bond. Its explanation is that the futures contract can be settled through delivery…

Fixed incomeFuturesUS marketsDerivatives pricing
Quant Q&A

The document explains why technology and other growth stocks can be more sensitive to rising interest rates than firms whose value depends more on near-term earnings. In a discounted cash flow framework, distant cash flows lose more present value when the…

EquitiesFixed incomeStatistics
Quant Q&A

The document derives an implied financing rate for an underlying asset from the prices of European call and put options with the same strike and expiry. It uses put-call parity with continuously compounded risk-free discounting and a continuous dividend…

OptionsDerivatives pricingFixed income
Quant Q&A

The document discusses ways to turn a forecast about a fixed-income spread into the confidence input used by Idzorek’s version of Black-Litterman. It contrasts an investor’s subjective judgment with estimates grounded in observed outcomes or statistical…

Fixed incomePortfolio constructionStatisticsBacktesting
Quant Q&A

The document examines how to decompose a zero-coupon bond’s excess return into duration, volatility, and market price of risk. It sets out a factor model in which bond returns are driven by several independent Brownian shocks, then presents the standard…

Fixed incomeDerivatives pricingVolatilityStatistics
Quant Q&A

The document asks whether a SABR calibration for caps, floors, and options on SOFR futures should treat the forward as a free parameter. The author uses a fixed beta and compares calibrating rho and nu (then deriving alpha) with fitting all three SABR…

OptionsVolatilityDerivatives pricingFixed income
Quant Q&A

The document discusses whether a derivative can be priced when supplied market data violates no-arbitrage assumptions. Its practical example is a credit default swap priced from quotes, recovery assumptions, and interest rates. If bootstrapping the credit…

Derivatives pricingFixed incomeRisk managementStatistics
Quant Q&A

The exchange describes a common fixed-income application of principal component analysis: analyzing changes in yields across maturities. The first three components are characterized approximately as level, slope, and curvature, and are said to capture most…

Fixed incomeFuturesPortfolio construction
Quant Q&A

The document asks for a step-by-step derivation of the Hull–White short-rate model’s conditional mean and variance. The stochastic differential equation combines mean reversion toward a time-dependent drift with constant volatility. The response gives the…

Fixed incomeDerivatives pricingStatistics
Quant Q&A

The document explains how bank balance-sheet costs can affect Treasury futures net basis trades. In a long basis position, the investor buys a Treasury bond, finances it through repo, and sells conversion factor weighted futures. The trade depends on actual…

FuturesFixed incomeCarryRisk management
Quant Q&A

The document distinguishes forward prices from futures prices by presenting textbook definitions and a practical explanation. A forward price is the delivery price that makes a forward contract’s value zero when entered. The cited definition of a futures…

FuturesDerivatives pricingFixed income
Quant Q&A

The document poses a fixed-income pricing puzzle: a one-period swap rate can be treated as a forward rate, while its payment date may differ from the accrual period’s end date. The question compares valuation under the swap annuity measure with valuation…

Fixed incomeDerivatives pricingStatistics
Quant Q&A

This exchange explains why adding a five-year euro swap quote causes a QuantLib yield curve bootstrap to fail. The key issue is quote units: rates expressed as percentages must be converted to decimal form before being supplied to the helpers. The example’s…

Fixed incomeDerivatives pricingStatistics
Quant Q&A

The question asks how to compare Italian floating-rate government bonds with nearby-maturity fixed-rate bonds during a credit crisis. It considers fixed-equivalent yield and asset-swap spread, and notes that estimated historical measures can disagree. The…

Fixed incomeDerivatives pricingRisk management
Quant Q&A

The document clarifies how a bid–ask spread is calculated in Bloomberg data. For a given price source, the spread is the ask price minus the bid price; the answer says Bloomberg does not average prices across sources when calculating that source’s spread.…

Market microstructureFixed incomeEquities
Quant Q&A

The document addresses why a call option’s price can rise as interest rates increase, even though higher rates may weigh on stock prices. Its central point is that an option’s no-arbitrage value is constrained by the ability to replicate its payoff through…

OptionsDerivatives pricingEquitiesFixed income
Quant Q&A

The document shows how to infer the rate for a one-year investment beginning one year in the future from the yields of one-year and two-year bonds. It equates the compounded return from holding the longer bond with the sequential return from holding the…

Fixed incomeStatistics
Quant Q&A

The answers clarify two separate benchmark changes: using SOFR as a reference for discounting cleared derivatives and replacing LIBOR as a floating-rate index. The discussion reports that clearing houses had moved discounting and price alignment interest to…

Fixed incomeDerivatives pricingUS markets
Quant Q&A

Portfolio beta is defined relative to a chosen benchmark as the covariance of portfolio returns with benchmark returns divided by the benchmark’s return variance. When holdings span bonds, sectors, and broad equities, their individual betas may refer to…

Multi-assetPortfolio constructionStatisticsFixed income