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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

USGG10Y and similar Treasury tenor series are described as rolling yields tied to the current on-the-run security. For the ten-year series, the tracked note changes when a newly issued ten-year Treasury becomes the on-the-run issue. The series therefore…

Fixed incomeUS markets
Quant Q&A

The document presents a proposed valuation expression for a swaption that gives its holder the right to enter an equity swap as a fixed-rate payer and equity receiver. It defines the swap rate from the discount factors for the swap's payment dates, then…

OptionsDerivatives pricingEquitiesFixed income
Quant Q&A

Inflation delta measures how a derivative’s value changes when inflation rates move. In an inflation derivatives portfolio, it is commonly expressed as sensitivity to a one-basis-point shift in the zero-coupon inflation rate at a given maturity. This frames…

Fixed incomeDerivatives pricingRisk management
Quant Q&A

The document summarizes concerns about using the Gaussian copula to price credit derivatives. It highlights that the model does not represent fat-tailed outcomes well, is static and therefore cannot readily price forward-starting tranches, and may require…

Fixed incomeDerivatives pricingStatistics
Quant Q&A

The document outlines ways to hedge the exchange-rate exposure of a bond portfolio whose cash flows are received in a foreign currency. The hedge is intended to gain value when that currency weakens against the investor’s base currency, offsetting the…

Fixed incomeForexRisk managementDerivatives pricing
Quant Q&A

The document compares positive and negative bond convexity from an investor’s perspective. Positive convexity generally means price gains accelerate more as yields fall than price losses accelerate when yields rise. The answer therefore favors greater…

Fixed incomeDerivatives pricingOptionsVolatility
Quant Q&A

The document addresses how to schedule coupon payments when a bond’s maturity does not align with its regular payment interval. Its practical rule is to count backward from maturity: place the final coupon at maturity, then step back by the stated coupon…

Fixed income
Quant Q&A

The document addresses whether futures-versus-forward convexity adjustments require a perfect correlation between a short rate and a forward rate. The question describes a possible mismatch: gains on a Eurodollar futures position might coincide with rising…

FuturesFixed incomeDerivatives pricingStatistics
Quant Q&A

The note explains that a 1x4 forward rate agreement locks in a three-month LIBOR borrowing or lending rate beginning one month ahead. Its rate is determined by the relevant discount factors or LIBOR curve points at one and four months, rather than by simply…

Fixed incomeDerivatives pricingFuturesStatistics
Quant Q&A

The discussion gives an economic interpretation of the Merton model relation between equity volatility and asset volatility: equity’s typical value change reflects the asset value change scaled by the sensitivity of equity to assets. Since the model treats…

EquitiesFixed incomeDerivatives pricingVolatility
Quant Q&A

The discussion considers how to obtain accurate quantiles for the Normal Inverse Gaussian (NIG) distribution, used here to model drivers of interest rate implied volatility risk. The questioner values the distribution’s parsimony and closure under…

StatisticsVolatilityFixed income
Quant Q&A

This discussion explains why Graham’s warning about preferred shares does not conflict with the claim that preferred shareholders rank ahead of common shareholders. It distinguishes dividend conditions during a company’s operations from the order of claims…

EquitiesFixed incomeRisk management
Quant Q&A

The document investigates why a QuantLib piecewise yield-curve example produces zero rates different from those shown in its teaching slides. The reported output from the copied code is substantially lower than the slide values, despite using the same…

Fixed incomeStatisticsBacktesting
Quant Q&A

The document discusses market factors for mapping the risk of Brazilian commodity swaps exposed to commodity forwards, BRL interest rates, and the IPCA inflation index. It outlines common Brazilian curve proxies: DI futures for the nominal swap curve and…

Fixed incomeCommoditiesRisk managementStatistics
Quant Q&A

The document defines a bond convenience yield as a noncash benefit of holding a bond, reflected in a lower yield than comparable bonds. It outlines an empirical comparison of eurozone government bonds issued in a shared currency and subject to the same…

Fixed incomeStatistics
Quant Q&A

The document derives a pricing equation for an option whose underlying price, volatility, and short rate all follow stochastic processes with correlated Brownian shocks. It first transforms the asset price to its logarithm, then represents the correlated…

OptionsDerivatives pricingVolatilityFixed income
Quant Q&A

The document examines whether a Treasury futures basis trade can earn more than the implied repo minus the bond’s actual repo financing cost. It proposes adding an overnight indexed swap hedge, with the answer correcting the hedge direction: pay fixed and…

FuturesFixed incomeCarryDerivatives pricing
Quant Q&A

The document asks whether a pure discount bond has an analytical price when its risk-neutral short rate follows a geometric Brownian motion. It expresses the bond price as the expected exponential of the accumulated short rate and observes that the rate at a…

Fixed incomeDerivatives pricingStatistics
Quant Q&A

The document compares overnight indexed swaps (OIS) with conventional interest rate swaps. Both exchange fixed and floating payments, but the floating leg is constructed differently. A conventional swap generally uses a single term-rate fixing for each…

Fixed incomeDerivatives pricing
Quant Q&A

The document explains why dependence between defaults matters differently across credit products. For a linear portfolio such as a CDS index, the answer says default correlation does not affect the portfolio's payoff in the same way it does for structures…

Fixed incomeStatisticsPortfolio constructionRisk management
Quant Q&A

The document outlines ways to allocate swaption bid-offer liquidity costs across SABR parameters. With beta held fixed, alpha represents the at-the-money volatility level, nu captures smile curvature, and rho captures skew. First estimate how the option…

OptionsFixed incomeVolatilityRisk management
Quant Q&A

Credit ratings from agencies can be ranked, but assigning numerical scores does not make the gaps between rating levels quantitatively equal. The document explains that ratings are ordinal: their order is meaningful, while the distance between adjacent…

Fixed incomeStatisticsRisk management
Quant Q&A

The document distinguishes two different charts that are often both described using contango. A futures curve at a single point in time compares prices across delivery dates: contango describes deferred contracts priced above nearby ones, while backwardation…

FuturesCommoditiesFixed incomeMarket microstructure
Quant Q&A

The document examines an algebraic result in which substituting the levered cost of equity into the weighted average cost of capital formula cancels the explicit cost of debt term. The accepted answer says this conclusion follows from the stated assumptions…

EquitiesFixed incomeStatistics