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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 raises a fixed-income forecasting question: research on interest-rate predictability often models excess returns over short rates using zero-coupon curves and risk premia, while traders may work directly with observed bond yields. It asks…

Fixed incomeStatisticsFactor investing
Quant Q&A

The document addresses why a CDS position with zero initial mark-to-market does not have a meaningful conventional return when profit or loss is divided by initial value. It presents alternative denominators tied to the resources or exposure associated with…

Fixed incomeDerivatives pricingRisk managementPosition sizing
Quant Q&A

The post explains a Bloomberg money market-equivalent yield convention for coupon bonds that still have multiple payments remaining. A simple approach discounts each coupon and principal payment separately using simple day-count discounting, but the author…

Fixed incomeDerivatives pricingStatisticsBacktesting
Quant Q&A

The document explains how yield to maturity is calculated for a risky bond and why its interpretation differs from that of a default-free bond. For a conventional bond, the standard yield equation still discounts the promised coupon and principal cash flows…

Fixed incomeRisk managementStatistics
Quant Q&A

The document asks how to discount a single zero-coupon bond using a 30/360 day-count convention. It specifies start and end dates, a discount rate, and a redemption value, then gives a discount-factor expression based on the rate and elapsed time. The answer…

Fixed incomeStatistics
Quant Q&A

The document considers how to recover a monthly interest rate from a known term, net value, and residual value when the usual payment relationship is expressed using the rate factor q = 1 + i. Its answer says that q or i cannot generally be isolated in a…

Fixed incomeStatistics
Quant Q&A

The document examines the sign of DV01 for a long bond position. It gives a rough magnitude approximation based on position market value, one basis point, and duration, with residual maturity used as a duration proxy for bonds or credit default swaps. The…

Fixed incomeRisk managementDerivatives pricing
Quant Q&A

The discussion explains why an option cannot generally be valued by simply discounting its expected cash flow. Its payoff depends on the uncertain future value of the underlying, so valuation requires discounting the payoff under a pricing measure associated…

OptionsDerivatives pricingArbitrageFixed income
Quant Q&A

The document distinguishes a basis swap from an overnight index swap. A basis swap is described broadly as an exchange of one floating interest rate for another; its specific meaning depends on which indices or rates form the two legs. An overnight index…

Fixed incomeDerivatives pricingMarket microstructure
Quant Q&A

The document distinguishes choosing a portfolio of risky assets from deciding how much to invest in that portfolio versus a risk-free asset. Asset allocation forms an optimal risky portfolio by weighing expected returns against covariance risk in a…

Portfolio constructionRisk managementFixed income
Quant Q&A

The document asks where to obtain Treasury prices, rather than yields, in open-high-low-close format, and whether daily midpoint prices can be converted into OHLC or open-close data. The response emphasizes a practical fixed-income data issue: observed…

Fixed incomeMarket microstructure
Quant Q&A

Treasury futures DV01 can jump when the cheapest-to-deliver (CTD) bond changes, making the current CTD’s sensitivity an incomplete measure of contract risk. The document describes option-adjusted DV01 (OA DV01), which accounts for the delivery choice and…

FuturesFixed incomeDerivatives pricingRisk management
Quant Q&A

The document explores how to price bonds from a yield curve and observed market prices using a binomial interest rate tree. It proposes using a Nelson–Siegel curve as the starting term structure, then calibrating short rates across tree steps. The formulas…

Fixed incomeDerivatives pricingVolatility
Quant Q&A

The document derives a Milstein time-step approximation for the Cox–Ingersoll–Ross short-rate process, whose drift pulls the rate toward a level and whose diffusion scales with the square root of the rate. The Milstein correction uses the derivative of the…

Fixed incomeStatisticsBacktestingRisk management
Quant Q&A

The document examines how the Heath-Jarrow-Morton framework extends from one source of rate uncertainty to multiple Brownian factors. It sketches a one-factor derivation by starting with the zero-coupon bond price process, expressing forward rates through…

Fixed incomeDerivatives pricingVolatilityStatistics
Quant Q&A

The document considers how to construct a SOFR discounting curve for valuing derivatives as discounting transitions from the Effective Federal Funds Rate. It challenges the premise that no usable SOFR term structure exists: the response points to a liquid…

Fixed incomeDerivatives pricingFutures
Quant Q&A

The document outlines how to choose the time-dependent drift function in the one-factor Hull–White short-rate model so the model reproduces today’s yield curve. It first recommends bootstrapping zero-coupon rates from market instruments: short maturities can…

Fixed incomeDerivatives pricingStatisticsRisk management
Quant Q&A

The document asks why an expression involving an exponential decay parameter converges to the time interval when that parameter approaches zero. The response applies l’Hôpital’s rule because both the numerator and denominator tend to zero. Differentiating…

StatisticsFixed incomeDerivatives pricing
Quant Q&A

The document discusses how to estimate a spread for a long-dated corporate bond when a matching rating-and-maturity curve may not be available. It points to Bloomberg’s credit curve search, where curves can be filtered by rating and industry, and notes that…

Fixed incomeDerivatives pricingUS markets
Quant Q&A

The document gives a brief explanation of mandatory break clauses in interest rate swaps. If a break is exercised, either counterparty can require the swap to end, with its value determined according to the valuation method specified in the confirmation.…

Fixed incomeDerivatives pricingRisk management
Quant Q&A

The document raises a convention question about CMS spread options: whether market strikes are stated as absolute levels or relative to at-the-money. It points to two academic works that use different terminology, and asks which convention applies in…

OptionsFixed incomeDerivatives pricing
Quant Q&A

The document describes how accrued interest is determined for a Treasury bond sale or purchase. Accrued interest compensates the seller for coupon interest earned since the previous coupon date, even though the buyer will receive the upcoming coupon. It…

Fixed incomeUS markets
Quant Q&A

This collection shares quantitative finance interview problems with worked reasoning. Topics include the expected range of independent uniform samples, a joint positivity probability for Brownian motion at two times, the zero-value strike for a payoff linked…

StatisticsFixed incomeDerivatives pricing