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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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Machine Learning for Trading
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arXiv papers
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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
195 dokument
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191 dokument
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quant-trading
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22 dokument
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Jesse
17 dokument
pyfolio
16 dokument
Alphalens
14 dokument
WonderTrader
14 dokument
backtesting.py
11 dokument
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9 dokument
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8 dokument
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7 dokument
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7 dokument
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Sök i biblioteket

20,364 dokument

Quant Q&A

This note explores how to display portfolio returns when allocations span more than two assets. For a two-asset portfolio with weights constrained to sum to one, the author describes a heatmap-like view in which color and circle size encode the return…

PortföljkonstruktionStatistik
Quant Q&A

This note asks when the expectation of a Taylor expansion’s remainder can be represented by a remainder evaluated at the expected deviation from the expansion point. It focuses on a payoff function of a random variable and the distinction between averaging a…

Statistik
Quant Q&A

The document explains why a caplet whose payoff is fixed and paid on the LIBOR fixing date is more involved than one paid at the end of the underlying accrual period. For the latter, the forward rate is modeled as a martingale under the matching maturity…

Räntebärande värdepapperOptionerPrissättning av derivatVolatilitet
Quant Q&A

The document distinguishes a rough estimate of trade capacity from a precise execution model. Its central answer is that immediate market-order capacity depends on the quantity available on the relevant side of the order book when the order reaches the…

OrderutförandeMarknadsmikrostrukturPositionsstorlekStatistik
Quant Q&A

The document presents a proposed closed-form value for a convertible bond under a two-factor setup involving the stock price and a Vasicek-like interest-rate factor. The cited response expresses the value in a Black-style form, using the stock price, a…

Räntebärande värdepapperOptionerPrissättning av derivatVolatilitet
Quant Q&A

The document considers how to compare portfolios optimized using mean-variance (MV), mean-variance-skewness (MVS), and mean-variance-skewness-kurtosis (MVSK) approximations to a CARA utility function. It proposes evaluating performance out of sample using…

PortföljkonstruktionStatistikRiskhantering
Quant Q&A

The document surveys ways to obtain exposure to volatility using options. One straightforward approach is to hold an at-the-money straddle and delta hedge it, while recognizing that its volatility sensitivity changes as the underlying moves away from the…

OptionerVolatilitetPrissättning av derivat
Quant Q&A

The document describes an R error encountered while attempting to compute implied volatility by solving for the volatility that matches an observed option price. The reported failure occurs when the root-finding interval is constructed, even though the code…

OptionerPrissättning av derivat
Quant Q&A

The document discusses the empirical market-impact relation in which price movement scales with volatility and the square root of trade size relative to market turnover. It presents two explanations: a market-microstructure account based on the shape of the…

MarknadsmikrostrukturOrderutförandeStatistik
Quant Q&A

The document discusses how to simulate a stock’s future value over annual periods. Its clearest practical point appears in the second answer: if the modeled random variable is a log return, exponentiating that draw and multiplying by the starting price…

AktierStatistikBacktestning
Quant Q&A

The document presents a minimum-variance portfolio problem with bounds on individual stock weights and a limit on turnover from current holdings. The questioner introduces separate buy and sell variables to represent changes in weights, but their equality…

PortföljkonstruktionRiskhantering
Quant Q&A

The document asks how to choose a long-run horizon when modeling euro-area inflation for a pension fund balance sheet. Because the inflation series is treated as non-stationary, the author proposes modeling its differences with a VAR and adjusting their…

StatistikRäntebärande värdepapperRiskhantering
Quant Q&A

The document asks how to price several option payoffs that depend on the underlying asset at two future dates, with a fixed constant also appearing in maximum and minimum terms. The valuation time precedes both dates. The author wants to know whether the…

OptionerPrissättning av derivatVolatilitet
Quant Q&A

The document explores why investors may demand additional yield for holding bonds that are difficult or costly to sell. It distinguishes the value of superior liquidity, which can support a higher bond price and lower yield, from compensation for expected…

Räntebärande värdepapperMarknadsmikrostrukturRiskhantering
Quant Q&A

The document asks for the fourth moment of an Itô integral whose integrand is the square root of time. One response treats the integral as a normally distributed random variable because the integrand is deterministic, using the Itô isometry to identify its…

Statistik
Quant Q&A

The document discusses a two-stage classification approach to finding trading opportunities. A primary model is tuned for high recall, accepting false positives so that it identifies most potential positive cases. A secondary model then attempts to filter…

MaskininlärningStatistik
Quant Q&A

The document examines why the relationship between Japanese government-bond yields and equity returns may change sign. The question proposes measuring rolling or dynamic conditional correlation between the Nikkei 225 and ten-year government bonds, then…

AktierRäntebärande värdepapperStatistikRiskhantering
Quant Q&A

The document considers fitting a multivariate GARCH model to Russian exchange-rate and stock-index data whose observations fall on different dates because of holidays and market schedules. It presents two broad ways to align the series: aggregate to a…

StatistikVolatilitetValutahandelAktier
Quant Q&A

The document asks how to build a worldwide dashboard of companies linked to lithium and other commodities, extending beyond an Australian-market listing to regions such as the Americas, Europe, and Asia. It considers whether major financial data services…

RåvarorFlera tillgångsslag
Quant Q&A

The document addresses whether separate exchanges can assign the same code to different stocks. It explains that no general rule prevents this, even though exchanges often use distinct naming conventions. A ticker or stock code alone therefore may not…

AktierMarknadsmikrostrukturOrderutförande
Quant Q&A

The question examines the limit of a put price divided by its strike as the strike approaches zero, under zero interest rates. It rewrites the put payoff expectation as the probability that the terminal stock value is below the strike, minus a scaled…

OptionerPrissättning av derivatStatistik
Quant Q&A

The document poses a sequential choice problem: a decision-maker visits rooms in order, observes each picture’s value, and may take only one, with the final room forcing a choice. Values are assumed to follow a uniform distribution from one to one hundred.…

StatistikPositionsstorlek
Quant Q&A

This discussion describes fitting a SABR volatility surface to options on SOFR futures. The workflow solves for implied Black or Bachelier volatilities at selected out-of-the-money strikes, calibrates SABR with QuantLib, adjusts parameters by hand, then…

TerminerOptionerVolatilitetPrissättning av derivat
Quant Q&A

The document sets up a hierarchical claim-count model for non-life insurance. Conditional on a positive latent heterogeneity parameter, the number of claims is Poisson distributed; the parameter itself has a continuous density on the positive real line. The…

StatistikRiskhantering