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
WonderTrader
14 documents
Alphalens
14 documents
backtesting.py
11 documents
Technical Analysis
9 documents
QTPyLib
8 documents
Lumibot strategies
7 documents
QuantRocket
7 documents
Awesome Quant
1 documents

Search the library

5,701 documents

Quant Q&A

The document explains that conventional CDS spreads are quoted in basis points as an annual rate on the protected notional. It illustrates the quote with a five-year contract and a 75-basis-point spread, where protection on USD 10 million corresponds to USD…

Fixed incomeDerivatives pricingRisk management
Quant Q&A

The document asks how to infer discounted inflation and earnings growth by comparing nominal bond yields with inflation-linked bond yields or equity earnings yields. It identifies the nominal yield minus the inflation-linked yield as breakeven inflation, and…

Fixed incomeEquitiesStatistics
Quant Q&A

The document describes a calculation mismatch when accumulating interest from a daily rate series. The example uses a constant rate of 2.557%, a 100-dollar principal, and a 31-day interval under continuous compounding with an ACT/360 convention. The direct…

Fixed incomeStatistics
Quant Q&A

The document distinguishes deliverable interest-rate swap futures from the swaps they may deliver into. The listed instrument is a futures contract, so it is not issued like a security and does not begin as a bilateral swap between the original buyer and…

Fixed incomeFuturesRisk management
Quant Q&A

The document clarifies how to classify a LIBOR market model extended with stochastic volatility. Adding a stochastic variance or volatility process to the dynamics of forward rates makes the resulting model a stochastic volatility model. The framework is…

Fixed incomeVolatilityDerivatives pricing
Quant Q&A

The document explains why a square-root diffusion, also known as the Cox–Ingersoll–Ross process, has a transition distribution related to the noncentral chi-squared law. It gives a geometric argument: represent the process through the squared radius of…

StatisticsFixed incomeVolatility
Quant Q&A

The document addresses a practical interest rate swap carry calculation and clarifies the role of a six-month discount factor. It describes calculating upfront carry as the difference between the five-year swap rate and six-month Euribor, multiplied by the…

Fixed incomeCarryDerivatives pricingStatistics
Quant Q&A

The document explains why a currency hedge can have an apparent annual cost even when a forward contract produces no profit or loss if the exchange rate at maturity matches the agreed forward rate. The key point is that the forward rate already reflects the…

ForexFixed incomeCarryDerivatives pricing
Quant Q&A

The document considers how to estimate an event study of unconventional central bank measures using euro-zone government bond yields. It compares separate country-level ordinary least squares regressions with panel estimation, where observations across…

Fixed incomeEvent-drivenStatistics
Quant Q&A

This discussion examines a claim that Citigroup, including predecessor institutions, faced insolvency three times: during the early 1980s emerging-market debt crisis, amid commercial real estate losses near the end of that decade, and during the 2008–2009…

Risk managementFixed income
Quant Q&A

The document describes a practitioner’s attempt to derive a money-market yield curve from observable interest rate swap rates whose floating coupons reference an average short-term forward rate. The author bootstraps the curve using linear interpolation…

Fixed incomeStatisticsBacktesting
Quant Q&A

The document examines how to model a fixed-rate loan when interest accrues using actual days and a 360- or 365-day year, while payments are monthly. A standard level-payment calculation assumes equal periods, so applying actual-day interest to that fixed…

Fixed incomeRisk managementPortfolio construction
Quant Q&A

The question distinguishes a market quotation for a swap spread from the customized fixed rate a company might negotiate when swapping its own borrowing costs. It asks whether a borrower’s credit margin over the floating benchmark changes the swap spread…

Fixed incomeDerivatives pricing
Quant Q&A

The document considers whether a bond future belongs in an interest-rate or credit-derivatives category. One response classifies it primarily by its contract mechanics: a bond future does not specify credit events that trigger a credit-derivative payoff, and…

FuturesFixed incomeDerivatives pricingRisk management
Quant Q&A

The document clarifies how to interpret a quoted annual percentage rate when interest compounds monthly. For a nominal APR and twelve compounding periods per year, the monthly rate is the APR divided by twelve. Compounding that monthly rate over a full year…

Fixed incomeStatistics
Quant Q&A

The document outlines how to simulate multiple AR(1) series while preserving dependence between their innovations. Rather than generating each series independently, first construct joint error draws with the desired marginal distributions and a fitted…

Fixed incomeStatistics
Quant Q&A

The document presents a possible price inconsistency in a zero-coupon bond term structure: a four-year bond is priced above a three-year bond despite paying its face value later. It sketches a trade that shorts the four-year bond and buys the three-year…

Fixed incomeArbitrageRisk management
Quant Q&A

The document troubleshoots finding Black implied volatility from a cap price using a numerical root solver. It identifies two issues: the supplied cap prices use percentage-style values while the pricing formula expects decimal values, and the implementation…

Fixed incomeOptionsDerivatives pricingStatistics
Quant Q&A

The discussion explains the market rationale for moving cleared US dollar swap discounting from the Effective Federal Funds Rate curve to SOFR. The accepted answer links the transition to the broader effort to replace LIBOR, whose survey-based construction…

Fixed incomeDerivatives pricingMarket microstructure
Quant Q&A

The document considers why a swap exchanging one-month LIBOR for three-month LIBOR may carry a tenor basis spread. Its answer challenges the idea that the spread is simply compensation for differing credit risk. Shorter funding periods give the lender…

Fixed incomeDerivatives pricingRisk management
Quant Q&A

The document discusses whether a mark-to-market cross-currency swap with notional resets can serve as an effective hedge of foreign-exchange exposure under IFRS 9. It focuses on a hypothetical derivative used to represent the hedged item, noting a potential…

ForexDerivatives pricingFixed incomeRisk management
Quant Q&A

The document addresses why Excel’s US 30/360 day-count calculation can give different magnitudes when date order is reversed, using a leap-year February month-end and the following March date as its example. It reports that the result depends on the…

Fixed incomeStatistics
Quant Q&A

The document compares shorting an issuer’s bonds with buying credit default swap protection as ways to hedge long credit exposure. It begins by distinguishing the underlying position: someone short bonds may simply buy them back, while an investor who owns…

Fixed incomeDerivatives pricingRisk management
Quant Q&A

The document examines whether a fund’s reported NAV may be smoothed by comparing annualized volatility estimates from daily, weekly, and monthly returns. It explains that smoothing can make daily volatility look too low, while positive autocorrelation in…

VolatilityStatisticsFixed incomeRisk management