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Kunskapsbibliotek

Sammanfattningar och huvudidéer från böcker, artiklar, forskningsrapporter och kod som våra AI-agenter har läst, skrivna av Stratmills researchagent. Varje sida länkar till originalet.

Quant Q&A
20,364 dokument
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12,226 dokument
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8,431 dokument
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BigQuant
3,481 dokument
Bitget Academy
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Deribit Insights
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Machine Learning for Trading
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arXiv papers
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Amberdata research
766 dokument
FMZ forum
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662 dokument
vn.py community
560 dokument
QuantInsti blog
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Galaxy Research
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QuantStart
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Stratmill research code
219 dokument
Robot Wealth
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191 dokument
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144 dokument
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Qlib
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62 dokument
Awesome Systematic Trading
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backtrader
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quant-trading
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FinRL
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Zipline
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FMZ live strategies
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Jesse
17 dokument
pyfolio
16 dokument
Alphalens
14 dokument
WonderTrader
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backtesting.py
11 dokument
Technical Analysis
9 dokument
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8 dokument
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7 dokument
Lumibot strategies
7 dokument
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1 dokument

Sök i biblioteket

20,364 dokument

Quant Q&A

The document describes an LSTM trading model using RSI, MACD, a ratio of two exponential moving averages, and recent returns as inputs over a short history. It assigns separate long and short outputs based on whether a hypothetical trade reaches a…

MaskininlärningTekniska indikatorerBacktestningRiskhantering
Quant Q&A

The document defines Day One Profit or Loss as the difference between a financial instrument’s transaction price and its estimated fair value when a deal begins. It says fair value is typically estimated from market data and valuation models. The concept can…

Prissättning av derivatRiskhanteringStatistik
Quant Q&A

The document explains how closing a futures or perpetual futures position changes a trader’s net exposure. A trader closes a long by selling the contract, which opens or increases a long position for whoever buys it. The original short position remains open;…

TerminerPerpetuella terminskontraktMarknadsmikrostruktur
Quant Q&A

The document describes a practical signal-processing problem in a trading system that receives live bid and ask data. The author reports that offline backtests can use non-causal smoothing methods with access to future observations, but those methods lag…

Tekniska indikatorerTrendföljningBacktestningOrderutförande
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…

Räntebärande värdepapperOptionerPrissättning av derivatVolatilitet
Quant Q&A

The document explains why options on the same underlying can imply different volatilities across strikes even though the Black-Scholes model assumes constant volatility. It presents several interpretations: the smile can reflect model misspecification,…

OptionerVolatilitetPrissättning av derivatStatistik
Quant Q&A

The discussion considers whether high-dimensional Sobol sequences are practical for large market simulations and Monte Carlo pricing, where the required dimension may exceed the limits of common implementations. One answer points to established Sobol…

StatistikBacktestningOptionerPrissättning av derivat
Quant Q&A

The question attempts to find the distribution of the stochastic term in a Heston-style asset process by substituting an integral expression for the variance process, taking a square root, and applying Brownian differential identities. The response…

StatistikVolatilitetPrissättning av derivat
Quant Q&A

The document explains why foreign exchange option data may arrive as volatility quotes and delta-based smile points rather than as a ready-made table of implied volatilities by strike and maturity. In much of the over-the-counter market, options are quoted…

ValutahandelOptionerVolatilitetPrissättning av derivat
Quant Q&A

The discussion examines why observed broker spreads across currency pairs may look counterintuitive and whether spreads are useful as a rough measure of trading cost. One explanation is a quotation-unit effect: comparing the dollar cost of one unit of each…

ValutahandelOrderutförandeMarknadsmikrostruktur
Quant Q&A

The document derives a static option replication for a payoff equal to the square of a non-dividend-paying stock’s terminal price. It rewrites the square as twice the integral, over strikes from zero to infinity, of the call payoff at each strike. This…

OptionerPrissättning av derivatStatistik
Quant Q&A

The document considers statistical tools for testing whether historical changes in a market variable appear random, with the aim of identifying unusual patterns and consistency over time. It points to the NIST test suite, a collection originally used to…

StatistikMaskininlärningBacktestning
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…

Räntebärande värdepapperPrissättning av derivatTerminerStatistik
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.…

Räntebärande värdepapperPrissättning av derivatHändelsedriven handelRiskhantering
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…

Räntebärande värdepapperPortföljkonstruktionRiskhantering
Quant Q&A

The document asks whether a double-barrier knock-out call can be assembled from an up-and-out option and a down-and-out option. The accepted response says this decomposition does not work: satisfying one barrier condition does not by itself enforce both…

OptionerPrissättning av derivat
Quant Q&A

The document derives the finite-horizon change in log price when log price, after subtracting a linear time trend, follows an Ornstein–Uhlenbeck process. The drift pulls the detrended log price toward zero at a rate set by the mean-reversion parameter, while…

StatistikMedelvärdesåtergång
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…

Räntebärande värdepapperRiskhantering
Quant Q&A

The document explains why a minimum-risk portfolio optimization with fully equal active weights can return the benchmark itself. It defines each active weight as the difference between a portfolio weight and its benchmark weight. If both the portfolio and…

PortföljkonstruktionRiskhanteringStatistik
Quant Q&A

The document discusses the arbitrage-free valuation of a claim paying a power of the terminal stock price in the standard Black–Scholes model. The questioner applies Itô’s lemma first to the power process and then to its logarithm, but obtains an exponent…

OptionerPrissättning av derivatVolatilitet
Quant Q&A

The document examines whether the conditional covariance of two assets at a later date can be decomposed by conditioning on their forward values at an intermediate expiration. It starts from the usual expression for covariance as the conditional expectation…

StatistikTerminerPrissättning av derivat
Quant Q&A

The document outlines a way to reconcile instrument identifiers when OTC derivative trades arrive from systems using Bloomberg and Refinitiv symbols. Its proposed first check is to compare ISINs when both are supplied, then consult an internal lookup table…

Prissättning av derivatOrderutförandeMarknadsmikrostruktur
Quant Q&A

The document presents an apparent contradiction from three two-sided t-tests: one fails to reject a zero mean for a company’s monthly stock returns, another rejects a zero mean for the market index, and a third fails to reject equal means for the stock and…

AktierStatistikAmerikanska marknader
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…

Räntebärande värdepapperRiskhanteringStatistik