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

The document explains that a ratio of the swap bid–ask spread to the bond bid–ask spread is not a standard bond-versus-swap spread measure. Instead, the appropriate definition depends on the comparison being made and the desired treatment of the bond’s cash…

Fixed incomeDerivatives pricingStatistics
Quant Q&A

The document considers negative spreads produced by sector spread estimates or stressed credit curves, and whether they should be converted to zero default probability. It starts from a simple spread-to-default-probability approximation based on recovery,…

Fixed incomeRisk managementStatistics
Quant Q&A

The discussion considers how a bond dealer who cannot sell short might adapt a market-making strategy designed for dealers with two-sided inventory flexibility. Its central argument is conditional: if a long-only dealer already holds enough inventory to…

Fixed incomeMarket makingRisk managementPosition sizing
Quant Q&A

The discussion addresses building a daily indicator for which Eurozone government bond is cheapest to deliver against a bond futures contract, for use in a repo-rate panel regression. It gives a Bloomberg Excel history query for the futures CTD identifier…

Fixed incomeFuturesStatisticsBacktesting
Quant Q&A

In QuantLib, the tenor passed to a Schedule specifies the spacing used to generate dates between the schedule’s start and end dates. The discussion applies this to a floating-rate bond that references quarterly EURIBOR but pays every two months: the index…

Fixed income
Quant Q&A

The document explains how an at-market overnight index swap fixed rate is chosen so the swap has zero value at inception. Its floating leg compounds daily overnight rates, while the fixed leg pays the agreed rate according to the contract schedule. Under the…

Fixed incomeDerivatives pricingStatisticsRisk management
Quant Q&A

The document explains the rate-unit convention for fitting Nelson–Siegel–Svensson curves to spot, forward, or discount rates. Its answer states that rates should be entered as decimals, such as 0.05 for a quoted five percent, rather than as whole percentage…

Fixed incomeStatisticsDerivatives pricing
Quant Q&A

The document clarifies a distributional result for the Cox–Ingersoll–Ross short-rate model. Conditional on the current rate, a scaled future rate has a noncentral chi-square distribution; the rate by itself is not generally described by that same…

Fixed incomeStatisticsDerivatives pricing
Quant Q&A

The document derives the fixed rate that makes the present values of a swap’s fixed and floating legs equal under a single-curve framework. It first expresses each leg as a discounted sum of accrual-period cash flows, then solves for the fixed rate as the…

Fixed incomeDerivatives pricingStatistics
Quant Q&A

The document lays out a broad study checklist for financial risk management. Its product areas include fixed income, equities, currencies, commodities, exotics, and credit derivatives. The concepts span risk and return, hedging, risk neutrality, no-arbitrage…

Multi-assetFixed incomeOptionsRisk management
Quant Q&A

The document distinguishes quantifiable risk, Knightian uncertainty, and Black Swan events using examples from option and credit pricing. One explanation treats ordinary risk as an event with a probability that can be estimated from market prices, Knightian…

Risk managementStatisticsOptionsFixed income
Quant Q&A

The document explains how to fit Nelson–Siegel–Svensson (NSS) parameters to observed bond prices. Each bond is represented by its cash flows and their times to payment; each cash flow is discounted using the spot-rate curve implied by a candidate parameter…

Fixed incomeStatisticsDerivatives pricing
Quant Q&A

The document outlines a multi-curve approach to building the euro three-month forward curve alongside the OIS discount curve. It identifies short-dated futures, swaps at longer maturities, and LIBOR–OIS basis swaps as market instruments used in the process.…

Fixed incomeFuturesDerivatives pricing
Quant Q&A

The document shows how to calculate a cohort-level single monthly mortality rate (SMM) from loan-level data. The cohort SMM is the total prepaid monthly balance divided by the total scheduled balance across the loans in that cohort. Equivalently, it is a…

Fixed incomeStatistics
Quant Q&A

The document explains the difference between credit default swaps and recovery swaps in the context of loan default risk. A CDS provides protection when a defined credit event occurs, such as a borrower’s failure to make a coupon payment. The protection…

Fixed incomeDerivatives pricingRisk management
Quant Q&A

The document distinguishes returns from cumulative returns and explains how the definition of the cumulative window affects stationarity. A cumulative return measured from a fixed starting date accumulates variation over time, so even when the underlying…

StatisticsEquitiesFixed incomeRisk management
Quant Q&A

The discussion distinguishes a derivative’s contractual cash flows from the funding burden a dealer may face while holding and hedging an uncollateralized position. A forward entered at zero value can later become an asset or liability without requiring the…

Derivatives pricingRisk managementFixed income
Quant Q&A

The document connects the elliptic form of the Heston stochastic volatility operator to a boundary value problem with Dirichlet conditions. It explains that solutions to obstacle problems for this operator can represent value functions for perpetual…

OptionsDerivatives pricingVolatilityFixed income
Quant Q&A

The document collects suggested reading for an internship in model risk management focused on counterparty credit risk, especially exposure from derivatives. Its references cover modeling, pricing, and hedging counterparty exposure; credit valuation…

Derivatives pricingRisk managementOptionsFixed income
Quant Q&A

The document seeks practical examples of spreadsheet and database applications used on trading desks or in bank middle offices, particularly to prepare for interviews. Responses point to several kinds of learning material: QuantLib as a source of tested…

OptionsFixed incomeBacktesting
Quant Q&A

This discussion explains why changing QuantLib’s evaluation date does not necessarily move the reference date of a discount curve built directly from a fixed set of dates and rates. It outlines two ways to construct a curve when a different reference date is…

Fixed incomeDerivatives pricing
Quant Q&A

The document surveys possible sources for company credit ratings and related credit information. It distinguishes rating data from yield data associated with a rating: the cited FRED series is offered as a source for yields, while corporate ratings and…

Fixed income
Quant Q&A

The document explains an approximate way to relate the duration of a call option on a fixed-income instrument to the duration of the underlying bond. It scales the bond’s duration by the option’s elasticity, calculated from the option delta, underlying…

OptionsFixed incomeDerivatives pricingRisk management
Quant Q&A

The document explains that an FX swap carries interest rate exposure because its cash flows can be viewed as borrowing in one currency and lending in another. Changes in rates in the two currencies can alter the value of the locked-in funding terms, so the…

ForexFixed incomeDerivatives pricingArbitrage