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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 note explains why analysts may adjust equity returns by their beta to a credit index when comparing performance. Its example models equity return Y as beta times credit return X plus an excess-return component, then considers a portfolio that holds…

EquitiesFixed incomeStatisticsRisk management
Quant Q&A

The discussion explains how Brownian drivers are interpreted when stock prices and forward rates are written using the same indexed Wiener processes. If both equations appear under one probability measure and use the same notation, the response treats the…

Fixed incomeDerivatives pricingStatisticsRisk management
Quant Q&A

The document explains why higher-coupon bonds are generally described as having less interest rate risk, even though larger coupon payments can mean larger dollar losses when rates rise. It separates absolute exposure from relative exposure: dollar changes…

Fixed incomeRisk management
Quant Q&A

The document asks why plain-vanilla bonds are common and liquid, and why issuers and investors may favor them over other bond structures. The sole response suggests that investors may value receiving interim coupon payments, much as some investors prefer…

Fixed income
Quant Q&A

The document explains that an agency mortgage-backed securities TBA is a forward contract on pass-through certificates, rather than a commitment to deliver a precisely specified set of individual mortgages. Delivery terms are governed by industry guidelines,…

Fixed incomeUS marketsMarket microstructure
Quant Q&A

The document raises a conceptual question about bond options: bond prices tend to move toward par as maturity approaches, so their volatility may decline. It asks why that feature does not create the same constant-volatility problem when Black’s model prices…

Fixed incomeOptionsDerivatives pricing
Quant Q&A

The document asks how market participants built long-maturity OIS discount curves when long-dated OIS swaps were not yet liquidly quoted. The accepted response describes constructing the curve by combining interest-rate swap rates with Fed Funds versus LIBOR…

Fixed incomeDerivatives pricingArbitrage
Quant Q&A

The document asks how to derive the instantaneous forward rate from zero-coupon bond prices. It begins with the relation between a forward bond price over a maturity interval and the integral of the forward curve across that interval. The question compares…

Fixed incomeDerivatives pricingStatistics
Quant Q&A

The document asks how to assess a single model that estimates credit default swap prices against historical data, beyond relying on root mean squared error. Its response recommends evaluating the hedge implied by the model: construct the associated hedge and…

Fixed incomeDerivatives pricingBacktestingRisk management
Quant Q&A

The document discusses valuation of an Italian inflation-linked retail bond, identified as a BTP Italia. Its payments combine fixed coupons with semiannual inflation adjustments tied to the Italian FOI index excluding tobacco. The response says a basic…

Fixed incomeOptionsVolatilityDerivatives pricing
Quant Q&A

The document discusses how to choose books for learning about financial instruments. Its main guidance is to match a book to the reader’s background and purpose, since broad surveys often sacrifice technical depth. For someone focused on interest-rate…

Derivatives pricingFixed incomeRisk management
Quant Q&A

The document questions the usual treatment of duration as an element of the additive real numbers and proposes the positive real numbers under multiplication as an alternative. It observes that interest-rate theory uses exponentials mapping real values to…

StatisticsVolatilityFixed income
Quant Q&A

The document examines how OptionMetrics constructs the short end of its implied risk-free term structure for SPX options data. It reports that the methodology uses SOFR overnight rates for the front end, represented by ten-day and thirty-day rates, while…

OptionsFixed incomeStatistics
Quant Q&A

The document describes a daily momentum strategy in swap rates. A positive signal leads to paying fixed and receiving floating, creating short-duration exposure; a negative signal leads to receiving fixed and paying floating, creating long-duration exposure.…

FuturesMomentumFixed incomeRisk management
Quant Q&A

This note uses a constant hazard rate to model time to default with an exponential distribution. It gives the density and cumulative distribution, then derives the probability of default by a specified horizon. For the probability of default during the third…

Fixed incomeStatisticsRisk management
Quant Q&A

In rates trading, an outright position is a trade in an instrument taken on its own, rather than as one leg of a broader paired or hedging structure. When a trader requests a price for a swap, a dealer may ask whether the trade is outright to understand…

Fixed incomePairs trading
Quant Q&A

The document explains how the Security Market Line (SML), commonly associated with CAPM, can be used to assess a corporate project even though a new product line is not itself a traded security. The central argument is that a project's expected return should…

StatisticsRisk managementEquitiesFixed income
Quant Q&A

The document describes a stable-floating approach for modeling non-maturing deposits (NMDs) in fund transfer pricing. It divides balances into a core portion with a longer assigned maturity and a non-core portion treated as short-term funding. The example…

Fixed incomeRisk management
Quant Q&A

The document proposes modeling short rates in discrete time under a risk-neutral measure, then using the resulting rate paths to approximate the integrated short rate used in zero-coupon bond pricing. It approximates the time integral with a trapezoidal…

Fixed incomeStatisticsDerivatives pricingBacktesting
Quant Q&A

The document distinguishes the credit exposure in an overnight indexed swap from the credit character of the reference rate it tracks. EONIA reflects unsecured overnight lending, and rolling those loans across a longer period still involves credit risk.…

Fixed incomeDerivatives pricingRisk management
Quant Q&A

The document addresses how to calculate the sensitivity of a cubic spline’s interpolated value to its input data values. It explains why differentiating only the local polynomial coefficients as if they depended independently on the two neighboring…

StatisticsFixed incomeDerivatives pricingRisk management
Quant Q&A

The note studies the value at an earlier time of a payoff equal to the difference between an asset’s value at a later date and its value at an intermediate fixing date. A total return swap is offered as an example. Under the later-date forward measure, the…

Derivatives pricingFixed incomeRisk management
Quant Q&A

The discussion considers how to estimate a swap rate for a future start date between standard curve tenors. One suggested shortcut derives a forward rate from spot rates using a compounding relationship, and Bloomberg’s Excel tools are mentioned as a way to…

Fixed incomeDerivatives pricingStatisticsRisk management
Quant Q&A

The passage describes a cautious investment climate during the 2010s, linking investor concern about market declines to central-bank actions that supported asset prices and suppressed yields. The explanation identifies low-cost bank funding and bond…

Fixed incomeMulti-assetPortfolio constructionEvent-driven