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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 asks how to estimate the chance that the euro falls below a specified exchange-rate barrier at any point before a deadline. It includes an attempted calculation using an American digital option formula and market inputs such as spot price,…

ForexOptionsDerivatives pricingStatistics
Quant Q&A

The document frames a Monte Carlo pricing problem for an option on a range accrual note under a Heath-Jarrow-Morton interest-rate model. It specifies a note with quarterly coupons and a three-year maturity. Coupon amounts are formed from an average of daily…

Fixed incomeOptionsDerivatives pricingStatistics
Quant Q&A

The document explains why exercising an American call before expiry usually sacrifices value. Before maturity, an in-the-money call generally has time value and is worth at least its immediate exercise payoff. Selling the option can therefore realize more…

OptionsDerivatives pricingArbitrageEquities
Quant Q&A

This troubleshooting account describes a failed attempt to bootstrap an optionlet volatility surface from cap and floor volatility data with QuantLibXL. The failure appeared during optionlet volatility calculation, with a root search unable to bracket a…

OptionsDerivatives pricingVolatility
Quant Q&A

The discussion explains how to model portfolios whose returns are bounded on one side, using long vanilla options as the example. Rather than fitting a symmetric distribution directly to option returns, it models the underlying stock price and, where…

OptionsDerivatives pricingVolatilityStatistics
Quant Q&A

The document describes difficulties bootstrapping a one-month EURIBOR curve from deposits and six-month swap or basis quotes with QuantLib. The reported failure occurs at a long-dated instrument with a root that cannot be bracketed. The accepted answer…

Fixed incomeDerivatives pricingStatistics
Quant Q&A

The document shows how to value a stock-contingent payoff that pays one cash amount when the terminal stock price lies between two thresholds, a larger amount above the upper threshold, and nothing below the lower threshold. The key construction is to…

OptionsDerivatives pricing
Quant Q&A

The document explains how the variance path enters a discretized Heston simulation. In the asset-price update, the current step uses the current variance, floored at zero under the fully truncated scheme. The correlated price shock combines the variance…

Derivatives pricingVolatilityStatistics
Quant Q&A

The document examines why practitioners may price options on futures under a forward measure when a risk-neutral measure is also available. The accepted reply distinguishes futures from forwards: futures prices are martingales under the risk-neutral measure…

FuturesOptionsDerivatives pricingStatistics
Quant Q&A

The document asks how to justify a lower bound for the price of a European contingent claim that is not directly marketable in an arbitrage-free incomplete market. It proposes taking the supremum of initial portfolio values over admissible strategies whose…

Derivatives pricingRisk managementStatistics
Quant Q&A

The document discusses power reverse dual-currency notes through a Yen investor’s exposure to a Brazilian real and Yen-linked payoff. One explanation frames the investor as long the real forward, or equivalently as holding exposure to the real spot and a…

ForexFixed incomeOptionsDerivatives pricing
Quant Q&A

The document explains how mathematical finance uses the idea of a tradable asset when connecting derivative prices to the prices of their underlyings. In the idealized framework described, an asset must be available for continuous, self-financing trading,…

Derivatives pricingArbitrageMarket microstructure
Quant Q&A

The document asks whether a callable bond can be valued as a straight bond minus a call option on that bond. It also asks whether the difference between the straight bond's value and the callable bond's value equals a receiver swaption, based on the proposed…

Fixed incomeOptionsDerivatives pricing
Quant Q&A

The document asks whether a principal-protected note can be replicated with a call option and a strip bond while delivering a specified share of an index return, subject to a maximum return. The response suggests that the note’s participation depends on how…

OptionsFixed incomeDerivatives pricing
Quant Q&A

The document explains how to price a European put in a two-period stock tree when the risk-free rate is zero. It questions a proposed formula with binomial probabilities and instead outlines replication: construct a stock-and-cash portfolio that matches the…

OptionsDerivatives pricingArbitrage
Quant Q&A

This explanation shows how to derive a pricing partial differential equation under a probability measure associated with a chosen traded numéraire. If the claim value divided by the numéraire is a martingale under that measure, applying Itô’s lemma and…

Fixed incomeDerivatives pricingStatistics
Quant Q&A

This discussion explains why a higher repo rate can raise a bond’s forward price even when expensive financing might seem to make the bond less attractive. It distinguishes demand to borrow a bond from demand to sell it outright: high repo rates can reflect…

Fixed incomeCarryDerivatives pricing
Quant Q&A

The document discusses how to value a callable floating-rate note when the issuer’s credit spread changes. Its central idea is that an issuer whose credit quality improves may have an incentive to call and refinance a note that pays a spread above current…

Fixed incomeDerivatives pricingStatistics
Quant Q&A

The note explains that a zero-month tenor in single-name credit default swaps refers to the next standard maturity date, rather than a contract with no remaining life. In the example, standard maturities fall on June 20 and December 20. On June 1, the…

Fixed incomeDerivatives pricing
Quant Q&A

The note explains why an out-of-the-money binary call price need not rise monotonically with implied volatility. It suggests plotting the option price across increasing volatility values and gives an example with spot just below the strike, zero interest…

OptionsVolatilityDerivatives pricing
Quant Q&A

The document asks what is represented by a cash-flow-weighted sum of squared payment times and whether it is the same as convexity. The response clarifies that the weights must be present values of the cash flows, normalized by the total present value. Using…

Fixed incomeDerivatives pricingStatistics
Quant Q&A

The question compares a forward discount factor implied by an initial flat yield curve with a Hull–White model bond price calculated at a later time. Substituting the expected short rate into the affine bond-pricing formula produces a very small discount…

Fixed incomeDerivatives pricingStatistics
Quant Q&A

The document explains an equity-linked principal-protected note whose payoff adds the index’s absolute return only if the index stays within a specified barrier throughout the observation period. Crossing the barrier removes the gain, while principal is…

OptionsEquitiesVolatilityDerivatives pricing
Quant Q&A

The document examines parameter estimation for a simulated asset process whose log-price increments combine geometric Brownian motion with exponentially distributed time intervals. The author proposes estimating the mean and standard deviation of log…

StatisticsVolatilityDerivatives pricing