Skip to content

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
Quantopian lectures
45 documents
Binance API docs
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 note explores whether a swaption can be understood by decomposing the swap beneath it into simpler derivative exposures. It recalls put-call parity for forwards: a long forward can be represented by a long call paired with a short put. The same…

Fixed incomeOptionsDerivatives pricing
Quant Q&A

The document asks how banks should price behavioral options embedded in wholesale fixed-rate loans and flexible deposits. It describes a regulatory setting in which these options are revalued under multiple interest-rate shock scenarios by currency.…

Fixed incomeOptionsDerivatives pricingRisk management
Quant Q&A

The answer interprets the VBA snippet as an attempt to simulate default under a lognormal stochastic intensity. It describes the hazard rate as evolving multiplicatively with volatility and a Brownian shock, with a shared factor intended to correlate…

Fixed incomeStatisticsRisk management
Quant Q&A

The document raises a modeling question about interpreting a short rate model calibrated to market swaption volatility in a dual-curve setting. Because a swap may use one curve for floating-rate projections and another for discounting, the author asks what…

Fixed incomeDerivatives pricingVolatility
Quant Q&A

The document explains how to turn central bank meeting rate expectations into an overnight ESTR curve, then combine that curve with a separate ESTR-to-Euribor basis curve to estimate six-month Euribor rates for FRA pricing. Its example uses meeting dates as…

Fixed incomeDerivatives pricingFutures
Quant Q&A

The document explains how to reconcile a floating-rate note’s invoice total by separating principal value from accrued interest. Rather than discounting projected coupons and discount margin through a full cash-flow formula, the response starts with the…

Fixed incomeDerivatives pricingStatistics
Quant Q&A

This note describes a finite-dimensional representation of an HJM interest-rate model when its deterministic volatility is separable across time and maturity. The short rate is written using a vector state process whose drift includes a deterministic forcing…

Fixed incomeStatisticsBacktesting
Quant Q&A

The discussion explains why convexity adjustments depend on the structure and timing of a rate derivative’s cash flows, rather than simply applying to every underlying rate in the same way. It contrasts a spread option with a linear derivative and notes that…

Fixed incomeDerivatives pricingOptions
Quant Q&A

The document explains why credit default swap spreads on the same borrower can differ by contract currency. One proposed channel is quanto and currency risk: if default weakens the issuer's domestic currency, protection paid in another currency may be more…

Fixed incomeDerivatives pricingForexRisk management
Quant Q&A

This discussion explains why the cheapest-to-deliver (CTD) bond in a Treasury futures contract can change. It identifies several drivers: deliverable bonds age out of the basket, newly issued bonds may become cheapest to deliver, and small relative price…

Fixed incomeFuturesUS marketsMarket microstructure
Quant Q&A

The document explains why an issuer might include a call date relatively close to a bond’s final maturity, even when refinancing savings are not the main motive. Some financial institutions face regulatory liquidity requirements when outstanding debt…

Fixed incomeRisk management
Quant Q&A

The document considers how to optimize a bond portfolio spanning government and corporate debt, credit ratings, and maturities. It outlines a mean-variance approach using asset returns, yields, durations, and risk tolerance, with constraints to control which…

Fixed incomePortfolio constructionFactor investingBacktesting
Quant Q&A

This explanation addresses why a fixed-rate bond’s dirty price from a yield-based calculation can differ slightly from the price produced by a flat yield term structure in QuantLib. Both methods discount coupon cash flows, but they can calculate the time to…

Fixed incomeDerivatives pricingStatistics
Quant Q&A

The document examines whether a borrower should pair floating-rate debt with a swap that receives floating and pays fixed, especially when rates can turn negative. The main answer challenges the premise that this swap reduces exposure: a floating-rate loan…

Fixed incomeRisk managementDerivatives pricingOptions
Quant Q&A

The document asks whether a zero-coupon bond numeraire is priced using a forward rate over the wrong accrual period. It defines each forward rate as applying to an interval between adjacent dates and gives a bond valuation as a product of discount factors…

Fixed incomeDerivatives pricingStatistics
Quant Q&A

The document lays out a question about Monte Carlo pricing of a swaption under an annuity measure in a Hull-White model when discounting and forwarding use separate curves. Its payoff depends on a forward swap rate, constructed from projected floating…

Fixed incomeDerivatives pricingOptionsStatistics
Quant Q&A

The document clarifies a statement that a coupon bond has par value when its coupon rate matches the corresponding swap rate. In this context, par means that the instrument’s fair value equals the face value of its remaining principal repayments. For a…

Fixed incomeDerivatives pricing
Quant Q&A

The document considers how to simulate a European option on a zero-coupon bond when short rates follow the Vasicek model. Its central pricing expression takes the risk-neutral expectation of the option’s payoff at expiry, discounted back with the…

Fixed incomeOptionsDerivatives pricingBacktesting
Quant Q&A

The document describes a fixed-coupon bond analytics reconciliation problem: QuantLib and Bloomberg produce matching yield-to-maturity results for most bonds, but duration and convexity differ for a small number. It gives one example with a stated valuation…

Fixed incomeDerivatives pricingStatistics
Quant Q&A

This short explanation attributes the visual difference between LIBOR and US Treasury bill rates to how each rate is produced. Treasury bill yields are observed in an active market with substantial trading, so their reported values reflect ongoing price…

Fixed incomeUS marketsMarket microstructure
Quant Q&A

The document considers how to set a lending yield when a borrower has an estimated probability of default and the lender wants a specified expected return. Under the simplifying assumption that default destroys the entire principal, the borrower’s survival…

Fixed incomeStatisticsRisk management
Quant Q&A

The document explains how to locate or derive caplet implied volatilities for EUR Libor. Bloomberg’s VCUB displays cap volatility and market inputs, while caplet volatilities can be obtained by stripping cap quotes into their component periods. The answer…

Fixed incomeVolatilityOptionsDerivatives pricing
Quant Q&A

The document addresses a dimensional confusion in the Heath–Jarrow–Morton framework: the forward-rate drift and volatility terms must have compatible dimensions in the no-arbitrage condition. One response derives the scalar-factor condition by relating…

Fixed incomeDerivatives pricingStatistics
Quant Q&A

The document considers whether short Treasury bills and coupon-bearing bonds should feed one yield curve or separate curves. Its central guidance is to decide first whether the instruments belong to the same product market and should share a curve. In the…

Fixed incomeStatisticsArbitrage