Skip to content

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

A sinking fund retires portions of a bond issue over time, either through market purchases or trustee purchases, often under a lottery and at a specified call price. Its payment schedule and mechanics depend on the bond indenture, including any deferment or…

Fixed incomeOptionsDerivatives pricingRisk management
Quant Q&A

OIS and LIBOR swap curves are used to discount and compare bonds and interest rate derivatives because they better reflect the funding rates available to many financial institutions than US Treasury rates do. Treasury rates may be more appropriate when…

Fixed incomeDerivatives pricingRisk management
Quant Q&A

The document explains how a bond’s cash flows can be converted into another currency using a cross-currency swap. An investor could hold a fixed-coupon U.S. Treasury and exchange its expected dollar payments for payments in a foreign currency, creating…

Fixed incomeForexFuturesDerivatives pricing
Quant Q&A

The document prices a claim that pays the ratio of a non-dividend-paying stock’s value at a later date to its value at an earlier date. Assuming no arbitrage, continuous trading, borrowing and lending at the risk-free rate, and that the claim can be…

Derivatives pricingFixed incomeEquitiesArbitrage
Quant Q&A

The document explains why carry can be described as zero when interest rates evolve along projected forward rates. It distinguishes two conventions for a deterministic passage of time. In derivatives practice, market variables are assumed to age according to…

Fixed incomeCarryDerivatives pricing
Quant Q&A

The document asks how to reproduce a one-year euro implied yield shown by a Bloomberg terminal from a spot exchange rate, a forward exchange rate, and a US dollar yield. It presents the relationship used for the calculation: the spot bid divided by the…

ForexFixed income
Quant Q&A

The document asks how to recover a short-rate stochastic differential equation from an explicit expression for the rate. Its answer explains Itô’s lemma for an Itô process and applies it to a time-dependent transformation of the rate, then rearranges the…

Fixed incomeStatistics
Quant Q&A

The document poses questions about Markovianity in the two-factor Hull–White interest-rate model and in short-rate dynamics derived from the Heath–Jarrow–Morton framework. It describes a calibration setting in which the factor correlation is close to minus…

Fixed incomeStatisticsDerivatives pricing
Quant Q&A

The document explains the role of conversion factors in bond futures with a basket of deliverable bonds. A conversion factor adjusts each bond’s invoice price using a standardized reference yield assumption, making bonds with different coupons more…

Fixed incomeFuturesMarket microstructure
Quant Q&A

The document clarifies how the monthly average effective federal funds rate is treated when calculating the settlement price of 30-day federal funds futures. Although published effective rates are available only for business days, the contract’s averaging…

FuturesFixed incomeUS markets
Quant Q&A

The document compares the risk-neutral measure associated with a money market account numeraire with a forward measure associated with a zero-coupon bond. The change of measure is expressed using a Radon–Nikodym derivative involving the cash account and bond…

Fixed incomeDerivatives pricingStatistics
Quant Q&A

The document relates discounted cash flow valuation to equity value and market capitalization. In a simplified setting, the present value of expected asset cash flows represents the unlevered firm’s value. Subtracting the market value of debt gives the value…

EquitiesFixed incomeStatistics
Quant Q&A

The document answers a data-source question about Moody’s average corporate cumulative default rates. It distinguishes annual default studies from a publication series that reports average historical rates across cumulative time horizons. The cited source is…

Fixed incomeStatisticsRisk management
Quant Q&A

The discussion explains why valuation adjustments for counterparty credit risk are associated especially with derivatives, while noting that they can also be understood in cash products. A loan has a comparatively direct exposure based on its outstanding…

Derivatives pricingFixed incomeRisk managementStatistics
Quant Q&A

The document raises a question from mathematical finance about consistent price functionals. In the stated framework, a positive linear functional assigns prices to adapted processes, and consistency requires it to assign zero value to dividend streams…

Fixed incomeStatisticsRisk management
Quant Q&A

The document presents a cash-flow replication method for determining the price of a risk-free bond from two other bonds. Each bond is represented by its payments at the present, six-month, and one-year dates. The target bond pays nothing at the intermediate…

Fixed incomeArbitragePortfolio construction
Quant Q&A

The document explains why moving a balance from a later date to an earlier date can produce inconsistent results when formulas for simple and compound interest are mixed. Under compound interest, discounting from the later date to the present and then…

Fixed incomeStatistics
Quant Q&A

The document distinguishes the mechanical relationship between a bond’s price and its yield from the market value investors may assign to convexity. Discounted cash flows determine the price implied by a chosen yield; this calculation does not itself judge…

Fixed incomeDerivatives pricingRisk management
Quant Q&A

The document surveys ways to infer aggregate risk aversion from public market data and explains why the estimate depends on a model. One proposed proxy compares expected market returns with volatility, using the S&P 500 as a stand-in for the market…

StatisticsVolatilityRisk managementFixed income
Quant Q&A

The document asks why financial models often use a diffusion coefficient proportional to the square root of the state, rather than a more general power. Its answer gives two reasons, using the Cox–Ingersoll–Ross process as an example. First, when the…

StatisticsDerivatives pricingFixed income
Quant Q&A

The document distinguishes a bond or fund’s maturity from its duration. Maturity is the time until the final contractual payment, while duration reflects the timing of cash flows and, in the effective-duration setting, the sensitivity of price to a change in…

Fixed incomeRisk management
Quant Q&A

The document compares two ways to estimate value at risk for a fixed-income portfolio. A simple method combines yield volatility, measured in basis points, with position sensitivity such as PV01. For multiple bonds, summing individual VaRs assumes their rate…

Fixed incomeRisk managementPortfolio constructionStatistics
Quant Q&A

The document defines the dollar zero rate and foreign zero rate used in a foreign-exchange forward-pricing expression. The dollar zero rate is the interest rate associated with a dollar-denominated zero-coupon bond. The foreign zero rate is the corresponding…

ForexDerivatives pricingFixed income
Quant Q&A

The document diagnoses why a QuantLib overnight indexed swap built to check an OIS curve may request a fixing dated before the evaluation date. The example combines two fixing days in the overnight index with two settlement days in the rate helpers and then…

Fixed incomeDerivatives pricingBacktesting