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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
Quantopian lectures
45 documents
Binance API docs
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 note clarifies two measures used in mortgage-backed security prepayment modeling. SMM, or single-month mortality, represents a monthly voluntary prepayment rate, while CPR, or conditional prepayment rate, expresses an annualized rate. Their relationship…

Fixed incomeStatisticsRisk management
Quant Q&A

The discussion explains why net issuance of Ginnie Mae mortgage-backed securities weakened relative to government-sponsored-enterprise issuance during the 2020–2021 refinancing wave. It argues that pandemic-related economic stress affected Ginnie Mae…

Fixed incomeUS marketsEvent-driven
Quant Q&A

The discussion distinguishes Australian interbank borrowing rates from benchmarks used more broadly in bond and interest-rate markets. It identifies Australian-dollar LIBOR as a rate cited for interbank lending in the answers, while naming the Bank Bill Swap…

Fixed incomeDerivatives pricing
Quant Q&A

The document asks how to estimate the carry from holding a long-duration bond denominated in a foreign currency. The proposed calculation combines the cost of borrowing cash, the forward points on exchanging dollars for local currency, and an adjustment for…

Fixed incomeForexCarryRisk management
Quant Q&A

The document explains that a yield curve bootstrapped from overnight indexed swap quotes can provide discount factors and zero rates, so it can be used by a bond pricing engine. Converting forward rates to zero rates is not the central issue: QuantLib’s term…

Fixed incomeDerivatives pricing
Quant Q&A

The document presents a cash-flow valuation problem for a loan with an initial grace period, a period of fixed payments, and then an unknown regular payment. Monthly interest rates rise across the three years of the term. The task is to find the payment that…

Fixed incomeStatistics
Quant Q&A

The document discusses allocating a hypothetical interest rate swap portfolio’s profit and loss across principal components of curve movements. For a linear estimate, portfolio sensitivities are paired with rate changes; when changing basis, the sensitivity…

Fixed incomeStatisticsRisk management
Quant Q&A

The discussion distinguishes IRR from a compound annual growth rate. IRR is the discount rate that makes the present value of a set of cash flows equal to the initial investment; it does not by itself describe the investor’s realized wealth growth. Treating…

Fixed incomeStatistics
Quant Q&A

The document explains how market-implied overnight rates around central-bank meetings can be inferred from federal funds futures or overnight index swaps. A futures contract reflects an average rate over its delivery month. If a meeting splits that month,…

Fixed incomeFutures
Quant Q&A

The document describes a one-factor Hull–White calibration workflow based on a yield curve. Zero-coupon bond prices are derived from the curve, their logarithms are interpolated with cubic splines, and the instantaneous forward curve is computed from the…

Fixed incomeStatisticsDerivatives pricing
Quant Q&A

The document contrasts bond portfolio immunization with cash-flow matching and speculative positions on large interest-rate moves. Cash-flow matching aims to align asset inflows with liability dates, while immunization relies on matching present values and…

Fixed incomeRisk managementOptionsPortfolio construction
Quant Q&A

The document shows how to estimate a three year Treasury note’s price per 100 of face value from its yield and assumed coupon. It treats the note as six semiannual coupon payments plus repayment of principal at maturity. Each cash flow is discounted at the…

Fixed incomeUS marketsDerivatives pricing
Quant Q&A

The document addresses why a Chinese zero-coupon bond's quoted price may not rise toward face value as maturity approaches, and why a conventional compounded-yield calculation produces unusual results. The answer says this instrument uses a different…

Fixed incomeChina marketsStatistics
Quant Q&A

The document challenges a perpetuity valuation that discounts equity cash flow using the levered cost of equity implied by the current market capitalization. It proposes recalculating the cost of equity using an unlevered rate and the debt-to-equity ratio…

EquitiesFixed incomeStatistics
Quant Q&A

The document addresses why standard vanilla swap valuation uses current forward rates for future floating coupons, even though a forward rate is not generally the expected future spot rate under every probability measure. It presents two explanations. One…

Fixed incomeDerivatives pricingStatistics
Quant Q&A

The document explains how to model a floating-rate swap when the rate reset or calculation frequency differs from the payment frequency, a setup that the standard VanillaSwap interface does not directly support. Its example is a leg that pays semiannually…

Fixed incomeDerivatives pricing
Quant Q&A

The document explains the carry on a long cash bond and short futures position through the relationship between implied repo and the bond’s actual repo financing cost. If the bond is cheapest to deliver and the net basis is zero, delivery leaves the investor…

FuturesFixed incomeCarry
Quant Q&A

The document explains two ways to aggregate default rates across a group of issuers. An issuer-weighted rate counts each issuer equally: the share of issuers that default. A debt-volume-weighted rate gives more influence to issuers with more debt…

Fixed incomeStatisticsRisk management
Quant Q&A

The document explains why a rolling bond formed from successive zero-coupon bond investments can be used as a numéraire. It describes a self-financing strategy: invest wealth in a bond maturing at the next tenor date, reinvest the proceeds at maturity, and…

Fixed incomeDerivatives pricingStatistics
Quant Q&A

The document explains an error encountered when valuing a swap after a floating-rate coupon’s fixing date has passed. In the example, the valuation date follows the required Euribor three-month fixing date, so the coupon rate is historical and cannot be…

Fixed incomeDerivatives pricing
Quant Q&A

The discussion distinguishes the traditional LIBOR-based swap curve from the overnight indexed swap (OIS) curve. The accepted answer says the LIBOR-based curve is not risk-free, citing the financial crisis and the subsequent shift toward OIS discounting. OIS…

Fixed incomeDerivatives pricingFuturesRisk management
Quant Q&A

The document outlines a two-step approximation for reporting yield across a bond portfolio denominated in multiple currencies. First, to express a bond’s yield in another currency, it proposes matching the bond’s cash flows with one leg of a cross-currency…

Fixed incomeMulti-assetPortfolio construction
Quant Q&A

The document explains how to calibrate a time-varying volatility term structure in the Hull–White interest-rate model to caplet prices. It proposes piecewise-constant volatility, with a time interval ending at each caplet expiry. Since each caplet’s…

Fixed incomeVolatilityDerivatives pricing
Quant Q&A

The document explains ways to assess the cheapest-to-deliver bond in a Treasury futures contract, the chance that it changes, and the relative richness or cheapness of calendar spreads. One suggested CTD indicator is the deliverable with the largest gap…

Fixed incomeFuturesUS marketsDerivatives pricing