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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 presents a numerical attempt to apply Jamshidian’s trick to a European put on a coupon bond. It compares the bond option’s Black-76 value with the sum of Black-76 values for options on the bond’s individual cash flows. In the example, intrinsic…

Fixed incomeOptionsDerivatives pricing
Quant Q&A

The document investigates why a QuantLib overnight index swap does not reproduce the quoted rate used to build a curve through DatedOISRateHelper. Its example compares a swap starting on the evaluation date and ending on a date that falls after a weekend…

Fixed incomeDerivatives pricingStatistics
Quant Q&A

The document asks how modified duration relates to observed bond price and yield changes when time passes and a bond’s remaining maturity shrinks. It defines modified duration as the negative proportional sensitivity of price to yield, using a derivative…

Fixed incomeDerivatives pricingRisk management
Quant Q&A

The document considers whether a single-factor Linear Gaussian Model calibrated to coterminal swaptions can price both payer and receiver Bermudan swaptions. The question arises because the two option types have different exercise boundaries and may respond…

OptionsFixed incomeDerivatives pricingVolatility
Quant Q&A

The document considers a cross-currency basis swap and an offsetting hedge booked with different counterparties under different collateral agreements (CSAs). Because one trade is collateralized in euros and the other in dollars, a move in cross-currency…

Fixed incomeDerivatives pricingRisk managementMulti-asset
Quant Q&A

The document addresses how effective and maturity dates are set for forward-starting interest rate swaps when a forward-period date falls on a non-business day. It distinguishes a swap-dealer convention, which aligns the forward swap with the date schedule…

Fixed incomeDerivatives pricing
Quant Q&A

The document explains how Eurodollar futures can provide a strip of implied forward rates and how those rates can be used to construct a fixed-for-floating interest rate swap rate. For payment dates, the forward floating rates are weighted by discount…

Fixed incomeFuturesDerivatives pricing
Quant Q&A

The document clarifies two Moody’s rating-history symbols used for sovereign foreign-currency long-term debt. A “(P)” before a rating denotes a provisional rating. Moody’s may assign one when it expects the rating to become final after receiving…

Fixed incomeRisk management
Quant Q&A

The discussion considers quasi-random sampling for Monte Carlo valuation of path-dependent interest-rate options, where each simulated path may require many time steps. Its main recommendation is a dimension-ordering approach: use low-discrepancy…

OptionsFixed incomeDerivatives pricingStatistics
Quant Q&A

The document considers what Treasury desks can monitor as a successor to the LIBOR–OIS spread for assessing stress in interbank lending. It distinguishes SOFR, a Treasury-collateralized benchmark with little direct bank credit exposure, from unsecured…

Fixed incomeRisk managementStatistics
Quant Q&A

The document describes a simple linear interpolation for estimating an initial stub rate in a floating-rate note or swap. Given one-month and two-month reference rates, it weights the difference between them according to where the stub period falls between…

Fixed incomeDerivatives pricingStatistics
Quant Q&A

This document clarifies the difference between a floating-rate bond’s contractual coupon spread and its z-spread. The coupon spread is generally specified when the bond is issued and determines the payment added to the reference rate. The z-spread, by…

Fixed incomeRisk managementDerivatives pricing
Quant Q&A

The document explains that long-term government yields combine expected future short rates with a term premium. Forward rates are derived from the yield curve through arbitrage relationships, so they also combine those components; a forward rate alone does…

Fixed incomeDerivatives pricingRisk managementStatistics
Quant Q&A

The document gives an intuitive interpretation of the mean-reversion parameter in Vasicek- or CIR-style interest rate models. It relates the parameter to the time needed for a rate to close half the distance between its current level and its long-run…

Fixed incomeMean reversionStatisticsDerivatives pricing
Quant Q&A

The document distinguishes valuation of an existing interest rate swap from the pricing of a newly executed swap between coupon dates. For an existing swap, its contractual cash flows are valued in full when calculating the amount for termination or buyout.…

Fixed incomeDerivatives pricing
Quant Q&A

The document addresses how to learn what market moves may imply, using higher swap rates as an example. It argues that “market situations” span too many instruments and causes for one book to explain them comprehensively. A useful starting point is to study…

Multi-assetFixed incomeStatistics
Quant Q&A

The document considers how much equity to short against a bond or credit default swap from the same issuer to reduce issuer-specific risk. It frames the hedge in terms of how equity changes relate to credit spreads, then connects spread movements to bond…

Fixed incomeEquitiesDerivatives pricingRisk management
Quant Q&A

The document discusses how to represent the principal deflation floor on a Treasury Inflation-Protected Security (TIPS) when using QuantLib's CPIBond. The requested payoff protects redemption at maturity so it cannot fall below face value, while coupons…

Fixed incomeDerivatives pricingRisk management
Quant Q&A

The answer describes a historical approach to constructing a SOFR term structure while direct SOFR instruments were still developing. SOFR itself is an overnight rate, so curve construction relies on market instruments that reveal expectations or spreads…

Fixed incomeFuturesDerivatives pricing
Quant Q&A

The document considers whether a Vasicek process estimated from monthly data can be simulated with a daily time step. Its response emphasizes matching parameter units to the simulation frequency: estimates based on monthly observations should first be…

StatisticsFixed incomeBacktesting
Quant Q&A

The document explains why bond sensitivities are commonly described with fixed-income measures such as duration rather than relying only on option-style Greeks. A bond’s value depends on a yield curve containing rates at multiple maturities, so its exposure…

Fixed incomeRisk managementPortfolio construction
Quant Q&A

The document raises a valuation question about a convertible bond: how to derive yield to maturity from a value calculated with an option valuation model. It considers treating the difference between the calculated value and the bond’s issue value as…

Fixed incomeOptionsDerivatives pricing
Quant Q&A

The document explains why the process defined as the exponential of the negative accumulated short rate is called a discount factor. For a cash flow paid at time t, multiplying by this factor converts the future amount into its present value at time zero.…

Fixed incomeStatistics
Quant Q&A

The document explains why two US Treasury bonds with the same maturity but different coupons developed a large yield spread during the 2008 crisis. The seasoned, high-coupon issue traded at a discount and consequently offered a higher yield than the more…

Fixed incomeUS marketsMarket microstructure