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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 describes a reported pattern of month-end declines in the Effective Federal Funds Rate and asks why it weakened from mid-2018 through mid-2021 before appearing again. It presents bank balance-sheet window dressing to improve reported liquidity…

Fixed incomeStatisticsUS markets
Quant Q&A

The document asks how to interpret specialness in bond futures when holding a long-only cash bond portfolio. It contrasts a cash bond’s implied forward price, determined by its carry, with the futures-implied forward price. When the futures-implied carry is…

Fixed incomeFuturesCarryDerivatives pricing
Quant Q&A

The document describes a market practice for estimating cross-currency basis between quoted maturity dates. Rather than interpolating the quoted basis or outright FX forwards directly, it presents a representation of the FX forward using spot, domestic and…

ForexFixed incomeDerivatives pricingStatistics
Quant Q&A

The document asks how to discount the legs of a fixed-to-fixed cross-currency swap when its collateral currency changes at a mandatory break date. Without a break, its proposed setup discounts euro cash flows using the euro collateral curve and uses a…

Fixed incomeDerivatives pricingMulti-assetRisk management
Quant Q&A

The document raises a practical fixed-income curve-construction problem: bootstrapping forward rates from on-the-run Treasury securities when their coupon dates do not align. It describes a proposed workflow that bootstraps forwards and then applies…

Fixed incomeUS marketsStatistics
Quant Q&A

The document examines why the six-month point on a market-calibrated swap curve can differ from the published six-month LIBOR fixing. The explanation distinguishes the fixing from the market deposit rate used to calibrate the curve. A deposit instrument…

Fixed incomeFuturesStatistics
Quant Q&A

The document asks whether the Incremental Risk Charge (IRC), especially its treatment of default and rating migration, should be considered market risk or credit risk. It compares IRC with Credit Valuation Adjustment (CVA) and questions whether IRC is better…

Fixed incomeRisk managementStatistics
Quant Q&A

The document distinguishes registered bond offerings from two exemptions from SEC registration. Registered bonds are registered with the SEC. Rule 144A allows issuers to sell unregistered bonds in the United States to qualified institutional buyers, entities…

Fixed incomeUS markets
Quant Q&A

The document describes applying principal component analysis to changes in the yield curve. The main purpose is to identify a small set of dominant movement patterns that can provide a concise language for describing curve risk. The patterns cited are…

Fixed incomeStatisticsRisk management
Quant Q&A

The document explains why a short-rate model may be used to value bonds and swaps even when their cash flows have no embedded options. A correctly calibrated model must reproduce the present value obtained by discounting fixed cash flows against the spot…

Fixed incomeDerivatives pricingOptions
Quant Q&A

The document explains how introducing stochastic interest rates changes the uniqueness of a Black–Scholes call price. The key issue is whether the interest rate risk can be traded and hedged. If no claims linked to the stochastic rate are available, the…

OptionsDerivatives pricingFixed income
Quant Q&A

The discussion distinguishes daily rates for recently auctioned Treasury bills from constant-maturity rates. A bill labeled by its original term has less time remaining after issuance, so its quoted market rate reflects the security’s actual remaining…

Fixed incomeUS marketsStatistics
Quant Q&A

A constant maturity swap rate is the par swap rate for a chosen tenor, observed on each reset date. A CMS leg therefore references a swap rate such as the ten-year rate even when payments reset more frequently. In a CMS swap, that rate may be exchanged for a…

Fixed incomeDerivatives pricingVolatility
Quant Q&A

The document disentangles the delta of a forward contract’s value from the sensitivity of a quoted forward or futures price. The value of an existing forward contract has spot delta of one when other inputs are held fixed. The forward delivery price, by…

FuturesDerivatives pricingRisk managementFixed income
Quant Q&A

The document examines negative carry claims for long positions in short-maturity Treasury note futures, including the two-year contract. It distinguishes cash bond carry from futures roll return: futures themselves do not have carry in the same sense as…

FuturesFixed incomeCarryRisk management
Quant Q&A

The document clarifies what is a martingale under a forward measure and whether clean or dirty bond prices qualify. A bond price alone is not generally a martingale under the T-forward measure; the relevant martingale is the asset price expressed relative to…

Fixed incomeDerivatives pricingStatistics
Quant Q&A

This note considers how to estimate value-at-risk for a stock-and-bond portfolio when one stock has only a short post-IPO return history. It raises two possible workarounds: bootstrap the stock's observed returns to create a longer series, or substitute…

EquitiesFixed incomeStatisticsRisk management
Quant Q&A

The document explains the net basis in a Treasury cash bond and futures trade, addressing why it may be negative even though it is associated with delivery options. A negative reading does not by itself establish an arbitrage opportunity: funding constraints…

Fixed incomeFuturesArbitrageDerivatives pricing
Quant Q&A

The document examines whether a forward-starting swap can be statically replicated using spot-starting zero-coupon swaps. The proposed hedge combines paying fixed on a one-year-forward, one-year swap, paying fixed on a spot-starting one-year zero-coupon…

Fixed incomeDerivatives pricingRisk management
Quant Q&A

The document explains why the ratio of two zero-coupon bond prices, with a common valuation horizon, is a martingale under the forward measure associated with one bond. It focuses on the conditional expectation and the correct use of Bayes’ rule when…

Fixed incomeDerivatives pricingStatistics
Quant Q&A

The document asks whether USD LIBOR can serve as a spot rate for discounting and whether a rate for a 16-day interbank loan can be estimated from overnight and one-month LIBOR. The answer emphasizes that suitability for discounting depends on the cash flows…

Fixed incomeStatistics
Quant Q&A

The document examines how to price IBOR-linked caplets and floorlets when the underlying FRA uses different day-count conventions for its floating and fixed legs. The standard Black formula multiplies the option value by one accrual fraction, but real market…

Fixed incomeOptionsDerivatives pricing
Quant Q&A

The document considers calibrating an equity stochastic-volatility model alongside a stochastic short rate, with correlations among the driving processes. It explains that the stated combination may lack a tractable closed-form pricing formula, making direct…

OptionsDerivatives pricingVolatilityFixed income