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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

9,797 documents

Quant Q&A

The note explains that the Black model does not depend on the standard spot-to-forward relationship in which the forward price equals spot grown at the risk-free rate. Currency futures are given as an example where borrowing and lending in the two currencies…

Derivatives pricingFuturesOptionsFixed income
Quant Q&A

The document poses an instrument-selection problem: how to hedge an interest-rate differential sensitivity produced by a statistical model of spot FX returns on an intraday basis. The author seeks low trading costs and near-continuous availability, with an…

ForexFuturesFixed incomeRisk management
Quant Q&A

The document explains how to distinguish a DV01 hedge ratio from a ratio based on quoted price ticks for Bobl and Euribor futures. DV01 measures the cash change in a contract’s value for a one-basis-point rate move, so dividing the contracts’ DV01s gives a…

FuturesFixed incomeDerivatives pricingRisk management
Quant Q&A

The document describes a strategy using 30-second bars on E-mini S&P 500 futures that performed well in backtests and walk-forward tests but lost in live simulation because small execution-price differences erased its edge. The question asks whether…

FuturesExecutionMarket microstructureBacktesting
Quant Q&A

The document explains how trading in S&P 500 futures can be connected to movements in the cash index, even though a futures trade does not directly sell shares in the index constituents. Futures are marked to market daily and ultimately settled against the…

FuturesEquitiesArbitrageMarket microstructure
Quant Q&A

The document addresses why cross-hedging calculations often estimate a minimum-variance hedge ratio by regressing percentage changes in spot prices on percentage changes in futures prices, rather than regressing absolute price changes. The explanation is…

FuturesStatistics
Quant Q&A

The document explains why a calculation of a 3M SOFR futures final settlement can differ from values in a Bloomberg historical price table. It distinguishes the daily exchange settlement, which is quoted on a futures tick grid, from final settlement, which…

FuturesFixed incomeDerivatives pricing
Quant Q&A

The document discusses what a payer of fixed interest on a swap can do when market rates move, distinguishing the original purpose of a fixed-for-floating swap from a wish to exit or offset it. One answer frames the floating leg as a hedge for floating-rate…

Fixed incomeFuturesRisk managementDerivatives pricing
Quant Q&A

The document presents cost-of-carry relationships for pricing a forward on an asset that pays dividends or another yield. It gives equivalent expressions using a continuous yield or the present value of future cash flows, then states the value formula for a…

FuturesDerivatives pricingCarryEquities
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 addresses which S&P 500 options determine the settlement value of VIX futures with expirations beyond the nearest contract. It explains that each VIX future references the option maturity that will be the front month when that future expires. As…

FuturesOptionsVolatility
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 addresses how to obtain prices for a specific futures contract rather than a continuous series. It uses a wheat contract identified by exchange, delivery month, and year as an example, and asks whether Quandl provides this contract-level data or…

FuturesCommoditiesMarket microstructure
Quant Q&A

The document asks whether an unknown process parameter can be recovered from the sample variance of an observable series that approximately equals a latent process. Given a known variance formula for the latent quantity, the proposed estimator rearranges…

StatisticsRisk managementFutures
Quant Q&A

The document questions whether a nearby-versus-next-month futures spread is a stable mean-reverting series suitable for high-frequency arbitrage. It challenges the assumption that the spread should track an interest-rate benchmark, explaining that futures…

FuturesHigh-frequency tradingMean reversionArbitrage
Quant Q&A

A call option on a forward gives its holder the right to enter a forward contract at the option’s expiry. Whether exercise is worthwhile depends on the forward price at that time relative to the strike. The resulting exposure is to the forward contract; it…

OptionsDerivatives pricingFutures
Quant Q&A

The document asks why a futures price is not simply the expected future spot price, and contrasts this intuition with cost-of-carry pricing. Its answer frames futures and forwards through arbitrage-free pricing: if an asset can be bought and financed until…

FuturesOptionsArbitrageDerivatives pricing
Quant Q&A

The document describes a cross-exchange futures pairs strategy involving products whose prices are expected to remain close. The trader enters one leg with a limit order and the other with a market order, aiming for price neutrality. The strategy’s signal is…

FuturesPairs tradingMean reversionMarket making
Quant Q&A

The document asks how to value commodity futures options when an investor has a specific view about the future return distribution: a substantial oil price spike is considered possible over a stated horizon, with the move expected to be brief. The goal is to…

CommoditiesOptionsFuturesVolatility
Quant Q&A

The document explains how to take a short position in a synthetic instrument that can have a negative price, using spreads as examples. It lists calendar spreads, butterflies, and double butterflies, then gives a January–February calendar spread: the long…

FuturesDerivatives pricingExecution
Quant Q&A

The document presents a fixed-income futures position and asks why its realized price-based loss differs from a loss estimated using the change in the underlying Treasury note’s yield. The trader reports buying a US two-year note futures contract, later…

Fixed incomeFuturesRisk management
Quant Q&A

The document explores how carry and delivery optionality can affect the basis between a Treasury futures contract and its cheapest-to-deliver bond near contract expiry. It considers a long basis position under both upward-sloping and downward-sloping yield…

FuturesFixed incomeCarryArbitrage
Quant Q&A

For a European option on the December Brent futures contract that expires earlier, the relevant volatility describes the distribution of that same December contract at the option’s expiry. Under the Black model for futures options, the payoff is determined…

CommoditiesOptionsFuturesDerivatives pricing
Quant Q&A

The document explains why buying volatility exposure after a quiet period is not a cost-free way to profit from a future volatility spike. VIX is a spot index rather than a security that investors can hold directly, so traded exposure is typically obtained…

VolatilityFuturesCarryDerivatives pricing