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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 explains a measure change used in a derivation of constant-maturity swap convexity. It considers the expectation of a swap rate under a forward measure associated with a bond maturing at the payment date, then rewrites it under an annuity…

Fixed incomeDerivatives pricingStatistics
Quant Q&A

The document examines how quarterly excess returns on Treasury bills and long-term bonds are calculated in an appendix to a 1988 asset-pricing paper. It describes the maturities involved and asks how the paper’s formulas relate to a direct holding-period…

Fixed incomeRisk managementStatistics
Quant Q&A

The document frames a regulatory validation problem: when a bank using the internal ratings based approach acquires another bank’s loan portfolio, how can it show that its existing probability of default model and risk classes are suitable for the new…

Fixed incomeRisk managementStatistics
Quant Q&A

The document asks whether the US government follows a money-printing policy, how such a policy might be measured, and what drives persistent inflation. The response suggests looking at the monetary base as a measure of currency and bank reserves in…

Fixed incomeStatisticsUS markets
Quant Q&A

This question describes a Monte Carlo implementation of the Libor Market Model (LMM) for simulating forward rates before a swaption’s exercise date. The model uses an initial forward curve, a correlation matrix, and time-dependent volatilities, with…

Fixed incomeDerivatives pricing
Quant Q&A

The document explains why interest deductibility is called a tax shield and how it affects the after-tax cost of debt used in weighted average cost of capital. Its central distinction is between a firm’s lower tax bill and its overall profit: debt creates…

Fixed incomeRisk management
Quant Q&A

The document explains why the stock price and the value of interest-bearing cash satisfy the Black–Scholes pricing PDE. The stock itself is a traded asset whose value is the underlying price, while a bank balance grows deterministically at the risk-free…

Derivatives pricingEquitiesFixed income
Quant Q&A

The response distinguishes historical par spreads from modern standard CDS market quoting. Par spreads describe the spread associated with a contract that has no upfront fee, as used before the 2009 CDS contract changes. Current trading generally uses a…

Fixed incomeDerivatives pricingMarket microstructure
Quant Q&A

An interest rate swap’s current value can be calculated from the yield curve, without specifying a stochastic model for future rate movements. That valuation answers what the swap is worth now under the curve and arbitrage-free pricing conventions; it does…

Fixed incomeDerivatives pricingRisk managementStatistics
Quant Q&A

The document addresses two representations of the solution to a mean-reverting stochastic differential equation driven by correlated Brownian motions. Applying an integrating factor yields a term that integrates the first Brownian motion’s level over time,…

StatisticsFixed income
Quant Q&A

The document shows how a payer swaption can be expressed as an option on a coupon bond. It starts from a fixed-for-floating swap with reset and payment dates, writes its value as the difference between a floating leg and a fixed leg, and uses the forward…

Fixed incomeOptionsDerivatives pricing
Quant Q&A

The document asks whether a continuously rebalanced, accumulating bond fund can be held long enough to guarantee a positive or specified return, and how that compares with holding individual fixed-rate bonds to maturity. It distinguishes a fund that…

Fixed incomeRisk managementStatistics
Quant Q&A

The document examines why ICE USD swap rate observations were absent during March and April 2020, while EUR observations remained available. It reports that the same gap appeared in data retrieved from both ICE-related time series and Thomson Eikon, and asks…

Fixed incomeMarket microstructureUS markets
Quant Q&A

The answer treats the yield-curve model term as a Wiener integral with a deterministic integrand. Such an integral is normally distributed with mean zero, and its variance is the integral of the squared integrand over time. For an exponentially decaying…

Fixed incomeStatisticsRisk management
Quant Q&A

The document asks whether market participants learn about unscheduled Federal Open Market Committee meetings before they occur. The included answer says investors know the scheduled meeting calendar, while emergency meetings are disclosed afterward through a…

US marketsEvent-drivenFixed income
Quant Q&A

The document raises the problem of hedging a large fixed-rate bond issuance swap. A corporate issuer pays fixed on its bond and receives fixed in a swap to obtain floating-rate exposure; the bank on the other side must manage the resulting interest-rate…

Fixed incomeRisk managementExecutionMarket microstructure
Quant Q&A

Convertible bond parity compares the value of the shares obtainable on conversion with the bond’s face value. When the stock and bond are quoted in different currencies, the share value must first be converted into the bond’s currency using the relevant…

Fixed incomeOptionsForexDerivatives pricing
Quant Q&A

The document asks how to infer a six-month LIBOR fixing from three-month Eurodollar futures. It identifies the futures-implied three-month rate as 100 minus the quoted futures price, expressed as a percentage, and asks how to extend that information to a…

FuturesFixed incomeDerivatives pricing
Quant Q&A

The document considers whether a same-currency floating-for-floating interest rate swap has gamma, meaning sensitivity of value to changes in rates. It contrasts two views: distinct indices with different yield curves can create gamma, while a typical tenor…

Fixed incomeDerivatives pricingRisk management
Quant Q&A

The document explains how a bond’s cash flows can be valued using a sequence of forward rates. Each coupon is discounted by multiplying the accumulation factors for the forwards that span from today to that coupon’s payment date. By no-arbitrage, this…

Fixed incomeDerivatives pricingStatistics
Quant Q&A

The document asks whether overnight index swaps need a convexity adjustment when building an OIS curve, given that overnight rates are published after the accrual period. It presents an argument that OIS market quotes are coupon rates formed from compounded…

Fixed incomeDerivatives pricingStatistics
Quant Q&A

The document explains why a manually discounted cash-flow sum in QuantLib can differ from a bond’s dirty price, even when the same yield is used. The example uses a semiannual fixed-rate bond with an Actual/Actual ISMA day-count convention. The discrepancy…

Fixed incomeDerivatives pricingStatistics
Quant Q&A

The note distinguishes Eurodollar futures from zero-coupon bonds, despite their apparent connection to short-term interest rates. A futures position does not involve lending the contract’s notional principal. Instead, the trader posts margin, and gains or…

FuturesFixed incomeRisk management
Quant Q&A

The document explains how to simplify the present value of a bond’s fixed annual coupons using the finite geometric series formula. Discounting each coupon produces a sequence with first term and common ratio equal to the one-period discount factor. Summing…

Fixed incomeDerivatives pricingStatistics