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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
WonderTrader
14 documents
Alphalens
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 compares distributional choices for modeling interest rates, beginning with a proposed sequence of nonnegative independent observations. Responses caution that this assumption misses persistence and changing volatility: rates tend to cluster…

Fixed incomeStatisticsMean reversionVolatility
Quant Q&A

The document asks how a paper’s infinite-product representation of a pricing kernel relates to the familiar one-period stochastic discount factor and the change of measure from historical probabilities to risk-neutral probabilities. It outlines an affine…

Fixed incomeDerivatives pricingStatistics
Quant Q&A

The document explains how Greeks for swaptions, caps, floors, and other interest rate options are defined and calculated. They measure sensitivity of a derivative’s value to pricing inputs. Because interest rate pricing depends on an entire curve, the…

Fixed incomeOptionsDerivatives pricingRisk management
Quant Q&A

The document explains the drift in the extended Vasicek, or Hull–White, short-rate model. Under the risk-neutral measure, the short rate follows a mean-reverting process with a time-dependent drift term and volatility. The drift is not itself the riskless…

Fixed incomeDerivatives pricingStatistics
Quant Q&A

The document examines whether adding a swap payment period changes the value of American and Bermudan swaptions in a predictable order. It defines co-terminal and co-initial swap structures, their exercise schedules, and the proposed comparisons between…

OptionsFixed incomeDerivatives pricing
Quant Q&A

The document asks why a bank may incur a cost when it holds a positive derivative value as a receivable before cash settlement. It distinguishes the economic profit implied by a future payment from cash already available to the bank, and considers whether…

Derivatives pricingFixed incomeRisk management
Quant Q&A

The document asks how to price a zero-coupon bond from a short-rate model, starting with the risk-neutral conditional expectation of the exponential of the negative accumulated short rate. It names several model families and asks how simulated rates,…

Fixed incomeDerivatives pricingStatistics
Quant Q&A

The document explains how floating-rate notes linked to overnight benchmarks accrue interest over a coupon period. It frames the calculations as adaptations of overnight indexed swap compounding and distinguishes simple averaging from compounding. It also…

Fixed incomeDerivatives pricingStatistics
Quant Q&A

The document discusses which market instruments can provide data for constructing yield curves during the transition from LIBOR to SOFR. It describes the familiar LIBOR approach, which uses forward rate agreements, futures, and swaps referencing the relevant…

Fixed incomeFuturesDerivatives pricingMarket microstructure
Quant Q&A

The document considers a bond with a call and a put exercisable on the same date, using different strikes to illustrate how the embedded options affect value. Under its stated assumptions—a forward bond price of 100 and no discounting—the example values the…

Fixed incomeOptionsDerivatives pricing
Quant Q&A

The document describes using a normal, or Gaussian, model to price caplets and floorlets when rates can be negative. Under the stated setup, the forward rate evolves as a Gaussian martingale with constant absolute volatility, so its value at expiry has a…

Fixed incomeOptionsDerivatives pricingVolatility
Quant Q&A

The document addresses how a T-forward measure can be used when a directly observed zero-coupon bond for the required maturity is unavailable. It explains that market curves are built from instruments spanning different horizons: spot borrowing rates anchor…

Fixed incomeDerivatives pricingFuturesStatistics
Quant Q&A

The document explains why standard CDS settlement after a credit event does not generally depend on the trade’s original coupon or upfront payment. Those amounts reflect the trade’s earlier mark-to-market and are treated as historical once the event occurs.…

Fixed incomeDerivatives pricingEvent-drivenRisk management
Quant Q&A

The document presents ways to explain bond P&L in a format resembling swap curve attribution. One method maps each bond’s risk to maturity buckets, such as splitting a bond between adjacent swap tenors, then estimates bucket moves by minimizing the…

Fixed incomePortfolio constructionRisk management
Quant Q&A

The document considers how to hedge a 30-year bond when the most liquid bonds extend only to 10 years. As the bond ages, its maturity eventually enters the liquid part of the curve, where a 10-year bond may provide a closer hedge. The difficult period is the…

Fixed incomeRisk management
Quant Q&A

The document explains why the term duration can refer to different bond measures and how compounding conventions affect their relationship. Macaulay duration is described as a time-weighted measure of fixed cash flows, while modified duration measures the…

Fixed incomeRisk managementStatistics
Quant Q&A

This note outlines ways a Europe-based investor can hedge the currency exposure of a USD bond. One approach is to align a cross-currency swap with the bond’s payment schedule, paying USD fixed to match the bond coupons and receiving either fixed or floating…

Fixed incomeForexRisk management
Quant Q&A

The document evaluates a calculation that uses a mean-reverting short-rate process to explain a particular future long-term Treasury yield. It confirms that the displayed closed-form solution applies to a Vasicek process with a constant long-run mean. It…

Fixed incomeRisk managementStatisticsDerivatives pricing
Quant Q&A

The document explains how a LIBOR market model can be used to estimate the future value-at-risk of a portfolio of interest rate swaps. The proposed workflow starts by choosing a time grid and collecting current market rates, then bootstrapping or…

Fixed incomeDerivatives pricingRisk managementStatistics
Quant Q&A

Bootstrapping a yield curve from market instruments produces discount factors or zero rates at the instruments’ maturities. These observed maturities are curve nodes; they do not by themselves specify values at every date. An interpolation method fills in…

Fixed incomeDerivatives pricingStatistics
Quant Q&A

The document asks how to price an Arrow security that pays one unit if a specified event occurs at a future date. It frames the question through the stochastic discount factor: the current value is expressed as the expected product of that factor and the…

Derivatives pricingStatisticsFixed income
Quant Q&A

The document asks how to select a yield curve for discounting cash flows when pricing bonds, swaps, swaptions, equity options, FX forwards, and FX options. It distinguishes government, swap, overnight-indexed, and reference-rate curves, and asks whether the…

Derivatives pricingFixed incomeOptions
Quant Q&A

The document clarifies terminology and pricing relationships in the agency mortgage-backed securities market. A TBA contract lets the short party choose a mortgage pool from a set meeting agreed criteria, such as coupon, origination period, and geographic…

Fixed incomeMarket microstructure
Quant Q&A

The discussion considers how to obtain a nine-month LIBOR fixing when that tenor is unavailable. It emphasizes that interpolation depends on the intended use. In a loan whose contract required a nine-month rate, the parties agreed to create a synthetic…

Fixed incomeDerivatives pricingStatistics