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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 answer contrasts two types of OTC options by their practical use. Asian options are common in foreign exchange hedging, where companies with recurring foreign-currency revenues may care about the average exchange rate over a period rather than the rate…

OptionsForexFixed incomeDerivatives pricing
Quant Q&A

The question asks how a zero-coupon bond pricing equation with a short-rate process is derived and whether it is related to the Black-Scholes equation. The response gives an intuitive account based on expanding the bond price as a function of time and the…

Fixed incomeDerivatives pricingStatistics
Quant Q&A

The discussion asks how to choose among one-factor and multifactor short-rate models, stochastic-volatility models, and market-model approaches for different interest-rate products. The responses emphasize that model choice depends on purpose. Risk-neutral…

Fixed incomeDerivatives pricingVolatilityRisk management
Quant Q&A

The document asks how to derive a zero-coupon curve for a particular LIBOR tenor from that tenor’s forward curve. It proposes a relationship between forward rates and discount factors at the start and end of each accrual period, then asks what the resulting…

Fixed incomeDerivatives pricing
Quant Q&A

The discussion describes a procedure for estimating Treasury bond rolldown while accounting for coupon effects. It first assumes a fitted zero-coupon curve is available, then solves for the bond’s z-spread: the parallel spread that makes discounted future…

Fixed incomeBacktestingRisk management
Quant Q&A

The question examines a year-fraction multiplier in a quoted inflation swap payoff, where the period’s CPI ratio change is multiplied by notional and the floating-leg accrual fraction. The author wonders whether the fraction is unnecessary because CPI return…

Fixed incomeDerivatives pricing
Quant Q&A

The question concerns matching SEDOL and ISIN identifiers for UK unit trusts and open-ended investment companies. The response offers two practical lookup routes: use a Bloomberg terminal if available, or search the fund issuer’s materials when the issuer…

EquitiesFixed income
Quant Q&A

The discussion outlines conventions for basis swaps when the rates reset more often than the legs pay. It distinguishes ordinary daily compounding, a weighted average treatment for Federal Funds, and a special treatment described for Brazilian reset rates.…

Fixed incomeDerivatives pricingStatistics
Quant Q&A

The document presents a QuantLib Python example that prices a fixed-rate bond from a zero curve, then solves for a yield that reproduces the bond’s net present value. It compares the model’s NPV, dirty and clean prices, accrued interest, and recalculated…

Fixed incomeStatisticsDerivatives pricing
Quant Q&A

The document compares two proposed denominators for measuring returns on a bond futures contract: the contract’s stated face value and the futures price at the start of the period. It favors the starting price as the more appropriate basis, consistent with a…

FuturesFixed incomeRisk management
Quant Q&A

The document addresses how to derive an implied volatility for an interest rate cap after calibrating SABR to caplet quotes. Caplets are options on forward rates, and separate strike and maturity quotes can be used to fit SABR parameters and produce caplet…

Fixed incomeOptionsVolatilityDerivatives pricing
Quant Q&A

The note considers whether a CDS spread can be converted into a cash bond spread, including Z-spread, I-spread, and asset-swap spread. A rigorous valuation would bootstrap hazard rates from CDS quotes, derive survival probabilities, and discount the bond’s…

Fixed incomeDerivatives pricingStatistics
Quant Q&A

The note explains how the forward-rate covariance structure enters a Monte Carlo implementation of the Libor Market Model, also called the BGM model. For a swap with successive payment dates, each date corresponds to a forward rate. Before the first reset…

Fixed incomeDerivatives pricingVolatilityStatistics
Quant Q&A

The discussion considers whether lower Dickey–Fuller p-values at a higher sampling frequency imply that differencing will make a Treasury-yield series stationary. The answer is no: p-values for the original series do not establish the stationarity of a…

StatisticsFixed income
Quant Q&A

When corporate bonds trade too infrequently to provide a usable price history, direct historical volatility estimates are unavailable. The suggested workaround is to construct a daily price series through matrix pricing, using comparable bonds where possible…

Fixed incomeVolatilityRisk management
Quant Q&A

The document assesses whether QuantLib can price a Bermudan-callable EUR/USD cross-currency interest rate swap using two Hull-White rate models, an FX process, correlations, and Longstaff-Schwartz Monte Carlo. Its answer is that QuantLib offers many relevant…

Fixed incomeForexDerivatives pricingOptions
Quant Q&A

The document decodes two abbreviations used in swaption quotes. The year labels identify the option’s start date and the tenor of the underlying swap; the response focuses on the suffixes WC and WS, clarifying that they describe option structures rather than…

OptionsFixed incomeDerivatives pricing
Quant Q&A

The document explains that discounting should reflect the characteristics and financing context of the cash flow. It gives government bond investments as an example for which a Treasury yield curve may be appropriate, and a company’s project cash flows as a…

Fixed incomeDerivatives pricingStatistics
Quant Q&A

The document asks how to convert quoted lognormal swaption volatilities into prices using the Black swaption formula. It outlines how option tenor and swap tenor identify the exercise date and underlying swap period, while the strike is set by adjusting the…

OptionsDerivatives pricingFixed incomeVolatility
Quant Q&A

The document asks how to solve the bond pricing equation under a Vasicek short-rate model, using an exponential-affine price form for a zero-coupon bond. It proposes substituting that form into the pricing equation to derive differential equations for its…

Fixed incomeDerivatives pricingStatistics
Quant Q&A

The document outlines a classic swap spread trade: buy a Treasury funded through general collateral repo, finance the haircut, and pay fixed in a maturity-matched swap. It frames the net return as exposure to the swap spread and funding components, then asks…

Fixed incomeArbitrageRisk managementVolatility
Quant Q&A

The document asks how to value an uncollateralized cross-currency swap exchanging EURIBOR six-month payments for JIBAR three-month payments. It raises two linked curve questions: which curves should discount the cash flows, and which curves should generate…

Fixed incomeDerivatives pricing
Quant Q&A

The document sets up a derivation for converting between the forward probability measures associated with zero-coupon bonds maturing at two different dates. It uses the defining martingale property of asset prices divided by the relevant bond numeraire, then…

Fixed incomeDerivatives pricingStatistics
Quant Q&A

The note examines a derivation of the dynamics of a continuously compounded spot rate with fixed maturity, obtained from an affine zero-coupon bond price. The central issue is an inconsistency in the stated inputs: the short-rate equation uses a square-root…

Fixed incomeStatisticsDerivatives pricing