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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

10,263 documents

Quant Q&A

The document distinguishes balance-sheet accounting from a bank’s internal funding treatment of gains on unmargined OTC derivatives. One answer says banks commonly model the positive mark-to-market value as financed by unsecured borrowing. It gives two…

Derivatives pricingRisk management
Quant Q&A

The document explains the meaning of requiring a super-replicating portfolio to dominate a payoff at a zero underlying price. In the exercise’s setup, the portfolio holds alpha shares and beta bonds. At zero spot, the shares contribute no value, and the…

OptionsDerivatives pricingRisk management
Quant Q&A

The document explains why the diffusion coefficient in a backward Black–Scholes type partial differential equation is required to be positive. It generalizes the equation’s coefficients and focuses on the role of the second-derivative term: a negative…

Derivatives pricingOptionsStatistics
Quant Q&A

The document gives a basic cost-of-carry expression for the fair value of an AUD/USD currency futures contract. It relates the futures price to spot and the difference between the local and foreign interest rates, compounded continuously over the time…

ForexFuturesDerivatives pricingCarry
Quant Q&A

The document explains notation in the covariance function of an Itô process with deterministic drift and volatility. In that expression, the integration limit written as the wedge of two times means the smaller of those times. Thus the covariance integral…

StatisticsDerivatives pricing
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 discussion outlines modeling choices for VIX options, including whether to model the VIX directly or build a structural model linking it with the S&P 500 options market. It notes that, although the VIX is calculated from SPX options, VIX derivatives may…

OptionsVolatilityDerivatives pricingUS markets
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 document considers ways to obtain historical S&P 500 options data when a researcher has WRDS access but lacks direct access to OptionMetrics. Suggested routes include checking whether faculty or other university researchers can share institutional…

OptionsDerivatives pricingBacktestingUS markets
Quant Q&A

The document gives an interview-style question about estimating a European option price without a calculator and points to a simple approximation for at-the-money calls and puts: about 0.4 times the underlying price, volatility, and the square root of time…

OptionsDerivatives pricingVolatility
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 document addresses how to identify the implied volatility of a 25-delta call or negative-25-delta put, and how to infer the corresponding strike when volatility is known. It presents the Black–Scholes call delta as a function of spot, strike, time to…

OptionsFuturesDerivatives pricingVolatility
Quant Q&A

The document considers adapting Longstaff–Schwartz Monte Carlo to a put that can be exercised at several discrete dates. It describes simulating geometric Brownian motion paths, estimating continuation values by regressing discounted future payoffs on a…

OptionsDerivatives pricingBacktestingStatistics
Quant Q&A

The document clarifies the relationship between option prices and dynamic replication in the frictionless Black–Scholes framework. Frictionless trading means rebalancing a self-financing replicating portfolio has no transaction costs or imposed limits; it…

OptionsDerivatives pricingStatistics
Quant Q&A

The document explains a step in deriving the Black–Scholes formula from a binomial tree. The number of upward moves is modeled as a random variable, and the derivation uses its binomial distribution, with mean equal to the number of trials times the up-move…

OptionsDerivatives pricingStatistics
Quant Q&A

The document explains why butterfly spreads with different strike widths may not have prices proportional to their maximum payoffs. It offers an approximation that treats each butterfly’s payoff as a digital indicator for whether the underlying finishes…

OptionsDerivatives pricingVolatilityMarket microstructure
Quant Q&A

The document explains that the second derivative of an option’s value with respect to the underlying price is gamma. It measures how quickly delta, the option’s price sensitivity to the underlying, changes as the underlying moves. This curvature matters…

OptionsDerivatives pricingVolatility
Quant Q&A

The document distinguishes the physical probability distribution of an asset from the risk-neutral distribution used to price options. Under an assumed lognormal asset process, knowing the physical drift and volatility allows an analyst to calculate an…

OptionsDerivatives pricingStatistics
Quant Q&A

The document examines the derivative of a call option payoff, defined as the positive part of terminal asset price minus strike. The question proposes a piecewise expression for the quantity formed by multiplying the payoff derivative by spot and subtracting…

OptionsDerivatives pricingStatistics
Quant Q&A

The document considers a USD-based firm that has agreed to pay a fixed EUR amount at a future date for an asset also priced in EUR. It asks how to hedge both the asset-price movement and the currency exposure. The answer first pairs the agreement with a sale…

ForexCommoditiesDerivatives pricingRisk management
Quant Q&A

The document explains whether an option’s delta remains fixed when the underlying asset price changes while other Black–Scholes inputs are held constant. It gives the standard call and put delta relationships through the normal cumulative distribution of d1,…

OptionsDerivatives pricingRisk management
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