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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
Quantpedia
86 documents
TqSdk
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

4,574 documents

Quant Q&A

The document considers how to run Fama-French regressions for euro-denominated investments when the available factors are in US dollars and the investments may also carry international currency exposure. It contrasts converting returns to dollars, using euro…

EquitiesForexFactor investingStatistics
Quant Q&A

The document outlines a way to estimate a five-year UK gilt yield, and a potential futures price, when the contract is illiquid and only a few related market quotes are available. It first fits a US Treasury curve to short and longer maturity rate…

Fixed incomeFuturesForexDerivatives pricing
Quant Q&A

The document explores why correlation between a foreign underlying asset and the exchange rate matters for a quanto option, whose payoff is fixed in the holder’s currency. The questioner compares extreme positive and negative correlation cases in a simple…

OptionsForexDerivatives pricingRisk management
Quant Q&A

The document considers a short over-the-counter foreign exchange forward hedged with a long exchange-traded currency future when their maturities differ. It identifies counterparty exposure if the forward counterparty defaults while the futures position…

ForexFuturesRisk managementDerivatives pricing
Quant Q&A

The document asks how to price equity quanto options with a local-stochastic volatility model, building on a proposed Heston approach that adjusts equity and variance dynamics for quanto effects. The supplied answer recommends modeling both the equity and…

OptionsDerivatives pricingVolatilityForex
Quant Q&A

The document considers how to size three long and short currency positions to target a specified annual portfolio volatility while allocating risk equally. The proposed procedure first scales each currency position separately so that each standalone position…

ForexVolatilityPosition sizingPortfolio construction
Quant Q&A

The document asks whether sharp foreign exchange price moves around short binary option expiries reflect trades or misleading posted bids, and where traders can inspect FX order depth. The answer attributes many such moves to market makers hedging binary…

ForexOptionsDerivatives pricingMarket microstructure
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 discusses when FX spot value dates roll and whether NZD pairs follow a different schedule. It presents competing explanations: one answer says NZD pairs roll at the Auckland market’s opening while most other pairs use the New York close; another…

ForexMarket microstructureExecution
Quant Q&A

The document describes a proposed EUR/USD forecasting workflow: take end-of-day closes, log-difference them to seek stationarity, fit an ARMA model using Box–Jenkins methods, inspect residuals, and use their assumed normal distribution to form cumulative…

ForexStatisticsVolatility
Quant Q&A

The document asks whether a quanto put can have a nonzero foreign-exchange delta, despite the common impression that quanto options are insensitive to FX. The question describes a case where the put’s calculated FX delta is positive and attributes this…

OptionsForexDerivatives pricing
Quant Q&A

The document considers whether EUR/USD returns can serve as the market benchmark when applying CAPM to Bitcoin returns. Its response treats Bitcoin as a currency for this purpose and suggests constructing a broader currency-market proxy by averaging returns…

CryptoForexStatistics
Quant Q&A

The document examines an apparent mean-reverting basket built from several foreign-exchange rates. The proposed process fits a linear regression to estimate hedge ratios, forms a spread, then applies an augmented Dickey–Fuller test. The reported significance…

ForexPairs tradingMean reversionBacktesting
Quant Q&A

The document asks how the European equity factors in the Kenneth French data library are expressed in US dollars and whether the returns assume currency hedging. The response points to the research paper describing the international factor construction and…

EquitiesFactor investingForexStatistics
Quant Q&A

The document presents a Monte Carlo setup for pricing a basket option on nine currency crosses. It updates each cross over multiple time steps using lognormal dynamics, with correlated normal draws supplied in a simulation array. At each simulation’s end, it…

ForexOptionsDerivatives pricingStatistics
Quant Q&A

The discussion asks whether statistical arbitrage can work in foreign exchange and describes a study of relative-value trading among G10 currencies. The cited approach forms currency pairs from USD crosses, measures their misalignment, and trades when…

ForexPairs tradingMean reversionBacktesting
Quant Q&A

The discussion explains possible routes to real-time forex data over FIX and why access may be difficult to obtain cheaply. It describes FX as an interbank market where a firm typically connects through chosen banks, while noting that banks may offer FIX for…

ForexExecutionMarket microstructure
Quant Q&A

The document asks how to classify leveraged currency-pair positions offered by retail FX brokers under the CFI instrument taxonomy. It observes that these positions are generally not settled by delivering the full currency notional, which complicates…

ForexDerivatives pricingMarket microstructure
Quant Q&A

The document asks how EUR/JPY option skew relates to the skews of USD/EUR and USD/JPY options. It gives the standard variance relationship for a currency cross: the cross variance depends on the two component variances and their correlation. Rearranging this…

ForexOptionsVolatilityDerivatives pricing
Quant Q&A

The document describes a workflow for obtaining stock price data, turning timestamped records into a Pandas DataFrame, and saving the results. The intended application is to compare American depositary receipts with their ordinary-share counterparts,…

EquitiesForexHigh-frequency tradingExecution
Quant Q&A

The document asks what can move the Mexico cross-currency basis curve and whether FX changes or expected rate cuts are the main drivers. The answers explain the basis as a measure of deviation from covered interest parity and a signal of relative demand for…

Fixed incomeForexMarket microstructure
Quant Q&A

The discussion compares Bloomberg’s BGN and CMPN sources for EUR/USD FX option volatility quotes, especially butterfly quotes used in strategies that trade convexity. The answer describes BGN as a generic daily close and CMPN as a composite of contributor…

ForexOptionsVolatilityBacktesting
Quant Q&A

The document asks how to adapt a Heston European call formula for an FX pair, where pricing involves both a domestic rate and a foreign rate. It supplies a stock-option integral formula, a characteristic function, and proposed asset and variance dynamics,…

ForexOptionsDerivatives pricingVolatility
Quant Q&A

The document explains an FX swap as an exchange of currencies at spot with a later reversal, and asks how to value the remaining cash flows. Its answer emphasizes that market quotes use forward points: the forward rate is the spot rate plus the quoted…

ForexDerivatives pricingFixed income