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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 compares two expressions for a Black 1976 caplet price. One discounts the option payoff using the discount factor to the payment date; the other uses the discount factor to the rate period's start date and divides by one plus the forward rate…

OptionsDerivatives pricingFixed income
Quant Q&A

The exchange clarifies how term to maturity is used when constructing a discount function from bonds with coupon payments. Rather than assigning one maturity measure to an entire coupon bond, measure the time from the valuation date to each individual cash…

Fixed incomeStatistics
Quant Q&A

This collection presents examples of incorrect AI answers to quantitative finance questions and briefly contrasts them with corrections. Topics include converting yield quotations between compounding frequencies, whether mean-variance portfolio theory…

StatisticsDerivatives pricingPortfolio constructionFixed income
Quant Q&A

The document considers whether service vendors can buy credit default swaps to protect against customer nonpayment. The answers say this is uncommon and often impractical, and point to trade credit insurance as a more typical option. A CDS may not cover late…

Fixed incomeRisk managementDerivatives pricing
Quant Q&A

The answer explains how to estimate a bond’s interest-rate sensitivity using DV01, the price change associated with a one-basis-point yield move. First establish the bond’s market price and settlement date, then identify the yield convention and calculate…

Fixed incomeRisk management
Quant Q&A

The document addresses two practical questions in interest rate swap work: which quote side to use when building a curve from short-end reference rates, futures for the medium term, and swap rates for the long end; and how dealers hedge swap exposure. The…

Fixed incomeFuturesRisk management
Quant Q&A

The document considers a novation in which one party replaces another on a cross-currency basis swap. It stresses that the relevant collateral valuation for the continuing trade is the CSA agreed between the incoming party and the remaining counterparty. The…

Fixed incomeDerivatives pricingRisk managementMulti-asset
Quant Q&A

The document explains how effective duration can be used to estimate a mortgage portfolio’s sensitivity to interest-rate changes for duration gap analysis. It uses a central finite-difference calculation: reprice the mortgage at the current rate and after…

Fixed incomeRisk managementDerivatives pricing
Quant Q&A

The question asks how to model daily credit spread changes using equity returns and swap yield changes, especially when equity sensitivity varies with the level of spreads. Replies describe several possible approaches rather than establishing a single best…

Fixed incomeEquitiesStatisticsVolatility
Quant Q&A

The discussion distinguishes tradable asset prices from quantities that influence them. Under the pricing framework described, an asset’s price divided by the chosen numeraire is a martingale under the corresponding pricing measure. A stock price discounted…

Fixed incomeDerivatives pricingStatistics
Quant Q&A

The document asks how to determine the fair fixed rate of an amortizing swap, whose notional declines on a schedule. The response describes an approximation for swaps without embedded call features: use market par swap rates to build an interpolated curve,…

Fixed incomeDerivatives pricingRisk management
Quant Q&A

The document compares a forward rate agreement (FRA) with a zero-coupon swap, focusing on payment timing and the number of accrual periods. An FRA exchanges fixed and floating interest over a single period, with settlement at the beginning of that period. A…

Fixed incomeDerivatives pricing
Quant Q&A

The document outlines a way to value cash flows that pay nothing upon default, using bond and credit default swap information. Assume a recovery rate for the relevant senior debt, then infer risk-neutral survival probabilities from market quotes. Multiply…

Fixed incomeDerivatives pricingRisk management
Quant Q&A

The document clarifies when the holder of a midcurve payer swaption must decide whether to enter the underlying forward-starting swap. The answer says the decision occurs at the option’s expiry, using the example of a one-year option on a five-year swap…

OptionsFixed incomeDerivatives pricing
Quant Q&A

The document questions media descriptions of US Treasury futures basis trades as arbitrage. It focuses on a cash bond and futures hedge, especially when the bond is the cheapest to deliver, and distinguishes a negative gross basis from a genuinely locked-in…

Fixed incomeFuturesArbitrageCarry
Quant Q&A

The document gives a quick approximation for the mark-to-market change on a fixed-rate interest rate swap after a small change in its quoted rate. The proposed method multiplies the rate move by the swap’s duration and notional, with the sign determined by…

Fixed incomeDerivatives pricingRisk management
Quant Q&A

The document asks how to interpret the cash-account changes in Piterbarg’s framework for pricing derivatives under collateral agreements. It distinguishes dividend income on a hedging stock position from the cost of financing that position, and asks why…

Derivatives pricingFixed incomeRisk management
Quant Q&A

The document concerns Japan’s benchmark interest rates, particularly TONAR and TIBOR, and asks how they differ from yen LIBOR and where to find TONAR’s calculation methodology. The response recommends an interest-rate instruments and market conventions guide…

Fixed incomeForex
Quant Q&A

The discussion compares broad approaches to estimating fair value in corporate credit. It notes that cross-sectional regressions are common in published work, then frames structural models, stochastic pricing models, and hybrids that use distance to default…

Fixed incomeDerivatives pricingStatistics
Quant Q&A

The document considers which discount curve to use for an uncollateralized cross-currency swap when valuation is expressed across two currencies. It weighs choosing a reporting currency and building a second curve with foreign-exchange forward or…

Fixed incomeDerivatives pricingForex
Quant Q&A

The document investigates why a QuantLib fair rate for a Mexican TIIE swap differs from the market quote used as a curve node. The response identifies two setup issues: the example’s swap start date does not match the stated one-day settlement convention,…

Fixed incomeDerivatives pricingStatistics
Quant Q&A

The document explains how to obtain a partial differential equation for a discount factor used to express a futures price. It starts with a pricing PDE for a claim depending on the spot price and interest rate, then substitutes the similarity form in which…

FuturesFixed incomeDerivatives pricingVolatility
Quant Q&A

The document asks whether two bond valuation approaches treat default risk inconsistently. One approach defines expected yield to maturity for a zero-coupon corporate bond by discounting its probability-weighted expected payoff. The other values expected…

Fixed incomeDerivatives pricing