Skip to content

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

5,701 documents

Quant Q&A

The discussion explains how to use the standard compound-interest formula when an investment lasts a combination of whole years and months. The key is to express the total duration in years and ensure that the exponent counts the number of compounding…

Fixed incomeStatistics
Quant Q&A

This exchange explains why a bootstrapped zero rate for an 18-month Treasury bond can appear below the bond’s yield to maturity even when the curve slopes upward. The error comes from mixing time conventions: earlier maturities were treated as exactly half a…

Fixed incomeStatistics
Quant Q&A

The document explains the relationship between QuantLib’s generic IBOR index class and specialized indices such as Euribor and USD LIBOR. The generic class accepts parameters including currency, tenor, fixing calendar, business-day convention, and day-count…

Fixed incomeStatistics
Quant Q&A

The document asks how to price a stock call under stochastic interest rates using a maturity-matched bond as numeraire. It starts from the change-of-numeraire relation and rewrites the discounted option value as the bond price times an expectation under the…

OptionsFixed incomeDerivatives pricingStatistics
Quant Q&A

The discussion compares two discount factors for a zero-coupon rate held constant over whole years plus a fractional year. One approach compounds the rate continuously across the full elapsed term in discrete compounding form; the other compounds for the…

Fixed incomeDerivatives pricingStatistics
Quant Q&A

The discussion explains how CME Eurodollar option premiums are quoted and compares a displayed quote of 0.0375 with a calculator value of 3.75. The answer identifies the calculator value as 3.75 basis points for the described option, apparently a September…

FuturesOptionsFixed incomeDerivatives pricing
Quant Q&A

The document outlines a proposed approach to estimating default risk for private companies using seven years of financial data from about 3,000 firms. It gives the private-company Altman Z′ formula and lists its five accounting inputs: working capital,…

Fixed incomeStatisticsRisk management
Quant Q&A

The document addresses missing historical bond volume results from Bloomberg’s Excel add-in. The response explains that fixed-income volume often requires specifying the reporting source, because volume data may not be available in the default bond history…

Fixed incomeMarket microstructureExecution
Quant Q&A

The document considers how to set compensation when a bond is redeemed before maturity. The proposed goal is to give the bond buyer principal plus a return that reflects BBB credit risk over the holding period, while floating coupons tied to one-year…

Fixed incomeDerivatives pricingRisk managementUS markets
Quant Q&A

The document examines whether a time-indexed expression involving a zero-coupon bond price and the money-market account is the Radon–Nikodym derivative for switching to the bond numeraire. Its key correction is that the density between probability measures…

Fixed incomeDerivatives pricingStatistics
Quant Q&A

The document asks how published estimates of recession probability over coming quarters were calculated, referring to estimates reported in a 2016 article for the United States and euro area. The accepted response says there are several possible approaches…

StatisticsFixed incomeMachine learning
Quant Q&A

The document explains how to derive a forward par swap rate from projected floating-leg rates and discount factors. For each payment period, the floating cash flow is the forecast index rate multiplied by its accrual fraction, discounted to the valuation…

Fixed incomeDerivatives pricingStatistics
Quant Q&A

The document sketches how a foreign investor might translate a bond investment into domestic-currency cash flows using a cross-currency swap, then interest rate swaps. Its example has a US investor acquiring euros through a swap, purchasing a…

Fixed incomeForexArbitrageDerivatives pricing
Quant Q&A

The document presents a QuantLib Python question about building an FX swap curve from overnight and tomorrow-next quotes and reproducing the input forward points. It supplies a setup with a trade date, spot settlement lag, spot rate, collateral curve,…

ForexDerivatives pricingFixed income
Quant Q&A

The document raises a derivation question about rewriting a maximum-likelihood objective when the covariance matrix has an idiosyncratic variance component and a shared component across observations. The author proposes an inverse covariance expression that…

StatisticsFixed income
Quant Q&A

The document explains how to determine whether a firm’s equity is in or out of the money by applying the option interpretation of corporate equity. Shareholders hold a residual claim on the firm’s assets after debt is repaid, so equity can be represented as…

Derivatives pricingOptionsFixed income
Quant Q&A

The document answers a request for a free tool or credible chart to support portfolio construction using modern portfolio theory. It points to R software for analyzing portfolio performance and specifying portfolio optimization, and names additional R…

Portfolio constructionMulti-assetEquitiesFixed income
Quant Q&A

The document discusses why a beta distribution may be used to model credit migration probabilities, such as movement between credit ratings. Its stated rationale is that the distribution is bounded and can take a wide range of shapes, making it a flexible…

Fixed incomeStatistics
Quant Q&A

The document examines how to calculate LendingClub’s net annualized return from historical loan payment data. It lays out a monthly formula that combines interest, late charges, service charges, charge-offs, and recoveries, weighted against remaining…

Fixed incomeStatisticsRisk management
Quant Q&A

The document recommends books and references for readers seeking applied material in fixed income and financial engineering, especially numerical methods. It points to two classical financial engineering references and identifies Brandimarte’s numerical…

Fixed incomeDerivatives pricingStatistics
Quant Q&A

The document outlines the three broad input categories it associates with the Basel standardized approach for credit valuation adjustment risk: a market-implied probability-of-default term structure, market-consensus expected loss given default, and…

Fixed incomeDerivatives pricingRisk managementStatistics
Quant Q&A

The document concerns reproducing inflation cap prices with the Bachelier formula as a step toward calibrating a SABR model. The questioner says they have normal volatility quotes by strike and maturity, a forward-rate curve, and cap prices expressed in…

OptionsFixed incomeDerivatives pricingVolatility
Quant Q&A

The document asks where to obtain historical bond index yields or asset swap spreads across major currencies, grouped by investment grade and high yield ratings and by duration. It notes that a commercial index provider offers the desired information but is…

Fixed incomeStatisticsUS markets
Quant Q&A

The document asks how to price a stock under the risk-neutral measure when both the stock and short rate follow stochastic processes under the real-world measure. Its main answer addresses correlated Brownian shocks: rewriting the rate shock as a combination…

Derivatives pricingFixed incomeEquitiesStatistics