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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
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 addresses whether the numeraire used in the Linear Gaussian Model must first be identified as a specific traded asset, and whether defining the state process through a measure associated with that numeraire is circular. The answer distinguishes…

Derivatives pricingFixed incomeStatistics
Quant Q&A

The document raises a pricing question about the embedded call feature in a callable floating-rate note. The author understands a callable bond as a straight bond combined with a short receiver swaption, and asks how to isolate or value the option component…

Fixed incomeOptionsDerivatives pricing
Quant Q&A

The document outlines three broad approaches to credit portfolio management: structural models, actuarial or intensity models, and macro-factor or econometric models. It mentions KMV-style models and CreditMetrics as examples associated with the structural…

Fixed incomeRisk managementStatistics
Quant Q&A

The document considers how to compare a fixed-income security’s price series with a US Treasury bill as a risk-free benchmark, particularly when the intended holding period is only a few days. It notes that there is no universally correct maturity to use and…

Fixed incomeUS marketsRisk management
Quant Q&A

The document addresses which bond price belongs in a duration calculation. It defines modified duration using the derivative of price with respect to yield divided by price, and identifies that price as the dirty price, which includes accrued coupon…

Fixed incomeRisk managementDerivatives pricing
Quant Q&A

The document distinguishes carry from roll-down for forward-starting interest rate swaps. Before the swap begins, its floating leg has no certain payments over the investor’s holding horizon, so the response describes the position as having no earned carry…

Fixed incomeCarryDerivatives pricing
Quant Q&A

The document explains how to estimate a Treasury futures contract’s modified duration when its cheapest-to-deliver (CTD) bond is known. Under the simplifying assumption that futures track the CTD’s forward price perfectly, the conversion factor cancels from…

FuturesFixed incomeDerivatives pricingRisk management
Quant Q&A

The document explains how to value a European option whose payoff is determined at expiry but paid later. It distinguishes the option expiry date from the cash settlement date and expresses the value at expiry as the payoff multiplied by the price of a…

OptionsDerivatives pricingFixed income
Quant Q&A

The document describes a request to value a Chilean peso fixed floating swap in QuantLib when the fixed leg pays as a single coupon through the first eighteen months and semiannually afterward. The question includes code for constructing a discount curve…

Fixed incomeDerivatives pricing
Quant Q&A

The question asks how to obtain a zero-coupon curve for Italian government bonds in order to calculate Z-spreads, including how to treat a bond’s next coupon date. The answer clarifies that the “z” in Z-spread refers to zero volatility, rather than…

Fixed incomeDerivatives pricingStatistics
Quant Q&A

The document discusses valuing the floating leg of a daily compounded overnight-indexed swap when payment occurs after the accrual period, under the one-factor Hull–White short-rate model. One derivation rewrites each daily accrual factor using a ratio of…

Fixed incomeDerivatives pricingStatisticsRisk management
Quant Q&A

The document considers how a bank might price a ten-year EUR/DEV cross-currency basis swap when there is no established swap market in DEV and the proposed hedge is to roll daily borrowing and deposits at the two risk-free rates. Its central point is that…

Fixed incomeForexDerivatives pricingRisk management
Quant Q&A

The document asks which interest rates are appropriate for empirical covered interest parity testing between Canada and the United States across several forward maturities. It raises a practical concern with Treasury bill rates: their lending yield may not…

ForexFixed incomeArbitrageStatistics
Quant Q&A

The document describes a shareholder’s concern about convertible notes exchanged for common shares at a conversion price far below the market price. It cites a company filing that identifies a beneficial conversion feature under ASC 470-20, records its…

EquitiesFixed incomeUS markets
Quant Q&A

The document asks how the CAPM relates an asset’s beta and the equity risk premium to its expected future spot price, including continuous dividend yield. It contrasts a simple one-period return calculation, which gives a linear expression, with an…

EquitiesStatisticsFixed income
Quant Q&A

The document works through the valuation of a forward rate agreement (FRA) that pays fixed and receives floating. It calculates the accrual fraction for the contract period, estimates a missing tenor’s Libor fixing by linear interpolation between available…

Fixed incomeDerivatives pricingStatisticsRisk management
Quant Q&A

The discussion clarifies that risk neutrality is about how an interest-rate model is calibrated, rather than an inherent property of the Vasicek process. Calibrating parameters to traded instrument prices under pricing and hedging assumptions gives a…

Fixed incomeDerivatives pricingRisk management
Quant Q&A

The discussion considers an empirical method for estimating a credit portfolio loss distribution from monthly account snapshots. The proposed procedure groups loans by origination vintage, measures defaults over a fixed horizon, applies a common recovery…

Fixed incomeRisk managementStatistics
Quant Q&A

The discussion explains how to calculate a corporate bond’s Z-spread when its yield to maturity and annual coupon schedule are known. The conventional approach is to solve numerically for the parallel shift to a reference swap curve that makes the present…

Fixed incomeDerivatives pricing
Quant Q&A

The document examines whether investors who remain in a bond fund can lose value because other shareholders redeem during a market decline. A stylized example tracks a fund through a bond price shock, redemptions by half its holders, and a subsequent…

Fixed incomeMarket microstructureRisk management
Quant Q&A

The document asks how to combine conditional default probabilities for different institutions into a single measure of systemic impact. The response proposes comparing each institution’s default probability conditional on another bank’s default with its…

Risk managementStatisticsFixed income
Quant Q&A

The document explains what it means for forward swap rates to be realized and how that differs from the yield curve simply remaining unchanged. In its example, a pay-fixed swap is entered at the current par rate, and the relevant comparison after one year is…

Fixed incomeDerivatives pricingCarryRisk management
Quant Q&A

The document asks how to estimate returns for a bond fund tracking a broad US bond index over a 20–30 year horizon or longer. For intermediate horizons, it describes a common approach: combine the average starting yield with expected roll-down return and…

Fixed incomeUS markets