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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

5,701 documents

Quant Q&A

The document addresses how to compare bond returns across groups when coupon rates differ and may distort aggregated liquidity measures such as the Amihud ratio. It proposes constructing constant-maturity hypothetical bonds from a fitted yield curve. At each…

Fixed incomeStatisticsBacktesting
Quant Q&A

The document explains capital adequacy as a buffer intended to absorb loan losses, not a guarantee that a bank cannot fail. It characterizes Basel's 8% minimum as a historical benchmark and notes that the ratio depends on subjective risk weights. As a…

Fixed incomeRisk management
Quant Q&A

The document discusses public data sources for comparing loss given default (LGD) and probability of default (PD) across banks and other financial institutions without relying only on a Merton model. For LGD, it points to credit event auction settlements and…

Fixed incomeRisk managementStatistics
Quant Q&A

The document offers a rough rule of thumb for relating a one-tick move in the on-the-run five-year Treasury to a move in the five-year swap rate. It assumes swap spreads stay constant and estimates that when the Treasury price rises by one tick, the swap…

Fixed incomeDerivatives pricing
Quant Q&A

The document addresses how to express an expectation involving default before a horizon and an accumulated interest-rate factor. Its response extends the inhomogeneous Poisson setup to a Cox process, allowing stochastic default intensity, and relates the…

Fixed incomeDerivatives pricingStatisticsRisk management
Quant Q&A

The document shows how to convert the Black–Derman–Toy model, specified as a stochastic differential equation for the logarithm of the short rate, into an equation for the short rate itself. It applies Ito’s lemma to the exponential transformation from log…

Fixed incomeDerivatives pricingStatisticsVolatility
Quant Q&A

The document discusses which interest rate series to compare across currencies when researching rate differentials and foreign exchange. The question notes that interbank benchmarks differ by currency, that some IBOR series have changed availability, and…

Fixed incomeForexCarryMulti-asset
Quant Q&A

The document discusses how to simulate Hull–White short-rate paths under the physical measure when a model has been calibrated under the risk-neutral measure. One answer recommends separate calibrations: estimate real-world dynamics from historical…

Fixed incomeStatisticsDerivatives pricingBacktesting
Quant Q&A

The document considers whether banks might replace overnight funding with continuously or intraday indexed funding as trading activity grows. It cites a historical triparty repo example in which daily unwind mechanics created a temporary funding gap that…

Fixed incomeForexMarket microstructure
Quant Q&A

The document responds to a request for introductory and advanced resources on measuring credit and counterparty risk. It points readers toward an introductory book that covers concepts such as netting, wrong-way risk, and potential future exposure, and…

Risk managementFixed income
Quant Q&A

The document clarifies how carry on a Treasury curve steepener can compare with carry on an outright long-duration position. It distinguishes the financing cost of holding the two legs from the carry described in a market report. For a payer position over a…

Fixed incomeFuturesCarryUS markets
Quant Q&A

This exchange clarifies the meaning of a one-period bond as a claim to one unit of currency at the next date. The promised payoff is its face value, while the bond's price today can differ from that amount because of interest rates, coupons, market demand,…

Fixed incomeDerivatives pricing
Quant Q&A

The document describes a simple way to infer market pricing of policy rate changes from swap rates spanning consecutive central bank decision dates. The forward swap rate approximates the expected average reference-rate fixing over the period. Comparing it…

Fixed incomeStatisticsMarket microstructure
Quant Q&A

The document distinguishes the drift of a forward price from the drift of the value of a forward contract. In the stated simplest setting, with a constant risk-free rate, the underlying follows a diffusion whose drift under the risk-neutral measure is that…

Derivatives pricingFuturesFixed incomeStatistics
Quant Q&A

The document starts from the replication of a coupon bond as a portfolio of zero-coupon bonds and asks why this relationship may fail in an illiquid market. The responses explain that observed bond prices can depart from values implied by discounting cash…

Fixed incomeMarket microstructureArbitrageRisk management
Quant Q&A

The document considers whether a bond price is lognormally distributed when a yield-related process is lognormal. The answer explains that the usual condition for a lognormal price process—a constant proportional diffusion coefficient—does not generally hold…

Fixed incomeStatisticsRisk management
Quant Q&A

The document presents a way to interpolate between known zero-curve discount factors by fitting a quadratic function to the logarithm of the discount factor over each interval. Endpoint matching supplies one condition, and an assumed initial derivative, such…

Fixed incomeStatisticsDerivatives pricing
Quant Q&A

The document explains how to identify the volatility for a swaption using a volatility surface. The relevant coordinates include the option expiry and the tenor of the underlying swap; strike is a further dimension when the data includes a smile or cube. For…

Fixed incomeOptionsVolatilityDerivatives pricing
Quant Q&A

The document surveys ways to estimate company credit risk from financial statements. It introduces Altman’s Z-score as a linear combination of five ratios and notes that later variants and other statistical methods can also be considered. The central…

Fixed incomeRisk managementStatistics
Quant Q&A

The document introduces principal component analysis through a numerical example with standardized observations. It forms a covariance matrix, decomposes it into eigenvectors and eigenvalues, and explains that principal component scores are obtained by…

StatisticsFactor investingFixed incomeDerivatives pricing
Quant Q&A

The document analyzes how reducing the notional coupon used for CBOT bond futures conversion factors could affect contract DV01. In a simplified case with one deliverable bond and no change in the cheapest-to-deliver (CTD) bond, the modified duration is…

Fixed incomeFuturesRisk managementDerivatives pricing
Quant Q&A

The document addresses which interest rate to use when translating a credit default swap spread into an approximate default probability. Its answer ties the risk-free benchmark to the currency of the CDS: for a US-dollar-denominated contract, it recommends a…

Fixed incomeDerivatives pricingRisk management
Quant Q&A

This note explains why a convexity adjustment appears in Libor-in-arrears swaps but is conventionally absent from a vanilla FRA-based interest rate swap. One response frames the distinction through replication: an ordinary FRA can be represented using…

Fixed incomeDerivatives pricingRisk management