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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 the probability implied by an option model from uncertainty about whether that model is correct. Under a specified risk-neutral measure and pricing model, an in-the-money probability is a model-implied quantity; gamma does not…

OptionsDerivatives pricingVolatilityStatistics
Quant Q&A

The document introduces speed, the change in gamma as the underlying moves, and color, the change in gamma over time, then asks how traders might capture such higher-order sensitivities. Its answer focuses on gamma scalping: establish a delta-neutral,…

OptionsVolatilityRisk managementDerivatives pricing
Quant Q&A

The document explains why a credit default swap can have interest-rate exposure even though its main market risk is credit. In a simplified reduced-form model with flat, deterministic interest and hazard rates, CDS value is framed as the difference between…

Fixed incomeDerivatives pricingRisk management
Quant Q&A

The document explains how to estimate the change in delta as rates move for a curve trade that offsets the DV01 of 20-year and 30-year swaps. It gives a rule of thumb that relates convexity to swap tenor and PV01, then offers a shape-sensitive approximation…

Fixed incomeDerivatives pricingRisk management
Quant Q&A

The question considers simulating an interest rate curve from historical key rate changes, using a covariance matrix and a normal copula, then interpolating the simulated rates and repricing assets. It also asks whether historical curves can be interpolated…

Fixed incomeDerivatives pricingRisk managementStatistics
Quant Q&A

The document concerns retrieving historical option identifiers through Refinitiv Eikon or Datastream services, especially for expired contracts linked to an underlying security. The question asks how to turn an ISIN, RIC, or mnemonic into a list of…

OptionsDerivatives pricingExecution
Quant Q&A

The document asks which options lack closed-form pricing formulas and describes several cases where numerical methods are commonly used. The answer points to American options, whose early-exercise feature requires checking whether exercising is preferable at…

OptionsDerivatives pricingStatistics
Quant Q&A

The note clarifies how the daily correction factor for Brazilian DI futures is applied to settlement prices. It addresses whether the factor uses the prior day’s DI rate or the current day’s rate, and how public holidays affect the calculation. The answer…

FuturesFixed incomeDerivatives pricing
Quant Q&A

The discussion distinguishes par CDS spreads, which are bootstrapped together to infer a piecewise hazard curve, from quoted spreads, which are interpreted using a flat hazard curve for an individual tenor. It also defines quoted upfront as the value…

Fixed incomeDerivatives pricingStatistics
Quant Q&A

The document compares computational approaches for long-dated American options. One answer recommends implicit or Crank–Nicolson finite-difference methods: these can use larger time steps on a given price grid than a binomial tree and can restrict the…

OptionsDerivatives pricingVolatilityFixed income
Quant Q&A

The document discusses the Bloomberg EUR implied three-month forward rate and asks how it is derived and which instruments support the underlying curves. The replies explain that the quote is connected to foreign exchange interest rate parity: the FX forward…

ForexFixed incomeDerivatives pricing
Quant Q&A

The document examines whether a simple chooser option can be valued as the sum of a call and a put. The proposed algebra uses put-call parity to express the maximum of call and put values as a call plus a put-like term. The answer confirms the decomposition…

OptionsDerivatives pricing
Quant Q&A

The document asks why a binomial option-pricing derivation uses a portfolio combining a long option with a short position in the underlying stock. In its one-step example, the stock starts at a stated price and can move up or down by one unit; the call…

OptionsDerivatives pricingStatistics
Quant Q&A

The document explains why an open repurchase agreement cannot be assigned one universal price without specifying its renewal and termination terms. An overnight repo that renews by tacit agreement is treated as a one-day repo: use the prevailing one-day rate…

Fixed incomeDerivatives pricingRisk management
Quant Q&A

The document asks why an expiring Eurodollar futures contract is quoted and settled as 100 minus LIBOR rather than as the discounted present value of a three-month deposit. The reply frames settlement through convergence and market indifference: at expiry,…

FuturesFixed incomeDerivatives pricing
Quant Q&A

The document compares two ways to accommodate negative short rates in Cox–Ingersoll–Ross models. A displaced CIR shifts the rate by a constant so the shifted process follows the standard square-root model. CIR++ instead adds a deterministic time-dependent…

Fixed incomeDerivatives pricingStatistics
Quant Q&A

The document explores whether implied volatility represents the market’s expected volatility, why volatility often rises as equity prices fall, and why out-of-the-money puts tend to have higher implied volatility than calls. One answer notes that…

OptionsVolatilityDerivatives pricingEquities
Quant Q&A

The document asks how to estimate local volatility with Dupire’s formula using finite differences in option prices across maturity and strike. Its answer stresses that local volatility is a function of time and the underlying price, rather than a volatility…

OptionsVolatilityDerivatives pricingArbitrage
Quant Q&A

The document explains the rationale for setting the up and down multipliers in a binomial asset-price tree to exponential functions of volatility and the square root of the time step. The scaling makes the size of each log-price move proportional to…

OptionsDerivatives pricingVolatilityStatistics
Quant Q&A

The document considers how default changes the probability distribution of a stock price at a future date. It proposes representing the probability mass associated with survival through a maturity-dependent factor multiplying a standard lognormal price…

OptionsDerivatives pricingVolatilityRisk management
Quant Q&A

The discussion considers how to turn sparse USD LIBOR forward or projection rates into a curve for forecasting floating coupons in an interest rate swap, with a separate curve used for discounting. It cautions that a set of rates at selected maturities does…

Fixed incomeFuturesDerivatives pricing
Quant Q&A

The question asks how early exercise of an American put can be optimal when the option has nonnegative time value. The answer distinguishes the time value surrendered on exercise from the benefit of receiving the strike sooner. With positive interest rates,…

OptionsDerivatives pricingRisk management
Quant Q&A

The document asks why the delta of a standardized, perpetually at-the-money, 30-day put on SPY became less negative during the 2008 financial crisis. The described series uses OptionMetrics data, with standardized option prices derived by linear…

OptionsVolatilityDerivatives pricingUS markets
Quant Q&A

The document explains the common decomposition of an option’s market price into intrinsic value and time value. Intrinsic value is the immediate exercise payoff; time value is the residual after subtracting intrinsic value from the option price. For a call,…

OptionsDerivatives pricingVolatility