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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
WonderTrader
14 documents
Alphalens
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

RAROC compares risk-adjusted return with economic capital, making it a risk-based measure of profitability. The document asks whether a target RAROC can be used to solve directly for the capital required, but the response does not provide a calculation…

Risk managementPortfolio constructionFixed income
Quant Q&A

The document distinguishes LCDX and CDX High Yield by the credit exposure represented in each index. CDX High Yield tracks companies classified as higher risk under credit measures, while LCDX references loans. It notes that these loans are generally…

Fixed incomeDerivatives pricingRisk management
Quant Q&A

A defaulted bond can continue trading after its stated maturity because default changes the nature of the instrument. The document explains that the bond represents a claim connected to accelerated repayment of principal, while its original maturity date and…

Fixed incomeEvent-driven
Quant Q&A

The document considers whether a bank would apply a negative interest rate to reduce a customer’s overdraft. Its answer distinguishes the central bank’s deposit facility rate from its marginal lending rate: negative deposit rates may charge banks for holding…

Fixed incomeRisk management
Quant Q&A

The document asks whether QuantLib can support valuation of Israeli Telbor swaps when it does not provide a dedicated Telbor index class. The response explains that predefined index classes are convenience wrappers and that users can construct a suitable…

Fixed incomeDerivatives pricing
Quant Q&A

The document asks how traders can exploit changes in the difference between futures prices and the underlying cash asset, including how futures roll and carry costs affect the strategy. The response suggests framing this as carry or roll trading, with…

FuturesCarryFixed incomeCommodities
Quant Q&A

The document explains how SONIA fixing dates relate to accrual dates in sterling overnight indexed swaps. Following a 2018 change to transaction-based benchmark publication, SONIA is published in arrears: the fixing dated for a day is available the next day…

Fixed incomeDerivatives pricingMarket microstructure
Quant Q&A

The document explains how to infer a three-month LIBOR forward rate from six-month swap rates and a known later three-month forward rate. It defines forward rates using discount bonds and expresses a swap rate as a discount-weighted average of its underlying…

Fixed incomeDerivatives pricingStatistics
Quant Q&A

The document explains cross-currency basis through the mechanics of funded swaps, in which counterparties exchange notionals at the start and return them at maturity. It distinguishes these transactions from a hypothetical unfunded swap, where coupon…

ForexFixed incomeCarryMarket microstructure
Quant Q&A

The document explains how a floating-rate loan's value responds to changes in its projection and discounting curves. It distinguishes the curve used to set future floating coupons from the funding or discount curve used to value cash flows. For an…

Fixed incomeRisk managementDerivatives pricing
Quant Q&A

The document considers deriving the stochastic differential of a fixed-maturity yield in a Heath-Jarrow-Morton interest-rate model. Its central mathematical tool is a stochastic version of differentiation under the integral sign: for an integral of a…

Fixed incomeStatistics
Quant Q&A

The document considers accrued interest on a reverse floater whose coupon is linked inversely to a reference rate, subject to a floor at zero. It checks a calculation based on the rate fixed for the next coupon period and the fraction of that period elapsed.…

Fixed incomeDerivatives pricingOptionsRisk management
Quant Q&A

The document sets out a calibration question for the Cox-Ingersoll-Ross short-rate model. It begins with mean-reverting interest-rate dynamics under the physical probability measure and describes a change to risk-neutral dynamics in which the mean-reversion…

Fixed incomeDerivatives pricingStatistics
Quant Q&A

The question concerns how to differentiate a bond-price expression in a single-factor Heath–Jarrow–Morton interest-rate model. The expression includes a time-indexed stochastic integral whose upper integration boundary also depends on the Brownian…

Fixed incomeStatisticsDerivatives pricing
Quant Q&A

The document examines whether forward rates derived from a risky discount curve can be interpreted like forwards from a risk-free curve. It distinguishes using a curve to value instruments from treating its implied forwards as an arbitrage-free forecast of…

Fixed incomeDerivatives pricingArbitrage
Quant Q&A

The example describes a euro-based investor buying US Treasuries while hedging the dollar exposure with short-term FX swaps. At the outset, the investor purchases the Treasury and enters a one-year swap: dollars are received and euros paid at the near date,…

ForexFixed incomeRisk managementDerivatives pricing
Quant Q&A

The note discusses loan-level modeling of mortgage prepayment rates when observations vary across loans and over time. It presents multinomial logistic regression as an established academic approach for modeling prepayment outcomes. Time-related variation…

Fixed incomeStatisticsRisk management
Quant Q&A

The document describes a relative performance total return swap as a position combining two partly offsetting swap legs. In a bond example, an investor sells a total return swap on a safer bond and buys one on a riskier bond with a similar maturity. The bond…

Derivatives pricingFixed incomeEquitiesRisk management
Quant Q&A

The document explains how to measure a floating-rate note’s sensitivity when both its discount curve and coupon curve move together. It models the curves as a shared market level plus separate baselines, so the price sensitivity to that level is the sum of…

Fixed incomeDerivatives pricingRisk managementStatistics
Quant Q&A

The document considers pricing a zero-coupon bond as the expected exponential of the negative accumulated short rate under the Cox-Ingersoll-Ross model. It contrasts the model’s analytic forward curve and bond price with estimates from Euler-Maruyama path…

Fixed incomeDerivatives pricingBacktestingStatistics
Quant Q&A

The document defines DV01 as the change in a fixed-income portfolio’s value for a one-basis-point change in interest rates. Active DV01 describes that sensitivity relative to a benchmark. A negative active DV01 of the stated size means the portfolio is…

Fixed incomeRisk managementPortfolio construction
Quant Q&A

The discussion considers whether quantitative finance methods can help value neighborhoods or individual properties using prices, rents, taxes, and interest rates. One response recommends starting with regression and using prices of more liquid, comparable…

StatisticsFixed income
Quant Q&A

The document addresses discrepancies when using on-the-run Treasury yields and coupon-strip yields to build discount curves and price a Treasury bond. The response identifies the coupon-strip curve in the example as likely erroneous because its yields sit…

Fixed incomeUS marketsDerivatives pricing