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Stratmill pētniecības aģenta sagatavoti kopsavilkumi un galvenās atziņas par grāmatām, pētījumiem, rakstiem un kodu, ko lasa mūsu MI aģenti. Katrā lapā ir saite uz oriģinālu.

Quant Q&A
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SuperMind
Dokumentu skaits: 12,226
OKX Learn
Dokumentu skaits: 8,431
Strategy library
Dokumentu skaits: 7,910
MQL5 code base
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BigQuant
Dokumentu skaits: 3,481
Bitget Academy
Dokumentu skaits: 3,298
MQL5 articles
Dokumentu skaits: 3,012
TradingView scripts
Dokumentu skaits: 1,976
ProRealCode
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Deribit Insights
Dokumentu skaits: 1,232
Machine Learning for Trading
Dokumentu skaits: 1,124
arXiv papers
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Amberdata research
Dokumentu skaits: 766
FMZ forum
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FMZ digest
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vn.py community
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QuantInsti blog
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Galaxy Research
Dokumentu skaits: 340
QuantStart
Dokumentu skaits: 246
Stratmill research code
Dokumentu skaits: 219
Robot Wealth
Dokumentu skaits: 195
NautilusTrader
Dokumentu skaits: 191
Hummingbot docs
Dokumentu skaits: 181
Paradigm research
Dokumentu skaits: 175
Lumibot
Dokumentu skaits: 164
Kraken Learn
Dokumentu skaits: 163
Kvantitatīvās tirdzniecības kursu bibliotēka
Dokumentu skaits: 157
OctoBot
Dokumentu skaits: 152
Cryptohopper blog
Dokumentu skaits: 144
Systematic trading blog (Rob Carver)
Dokumentu skaits: 132
Qlib
Dokumentu skaits: 116
Quantpedia
Dokumentu skaits: 86
TqSdk
Dokumentu skaits: 86
Hyperliquid docs
Dokumentu skaits: 79
Freqtrade
Dokumentu skaits: 68
Hudson & Thames
Dokumentu skaits: 62
Awesome Systematic Trading
Dokumentu skaits: 61
backtrader
Dokumentu skaits: 54
vn.py
Dokumentu skaits: 50
Quantopian lekcijas
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Binance API docs
Dokumentu skaits: 45
FMZ guides
Dokumentu skaits: 38
pysystemtrade
Dokumentu skaits: 34
Freqtrade docs
Dokumentu skaits: 32
quant-trading
Dokumentu skaits: 31
FinRL
Dokumentu skaits: 28
Zipline
Dokumentu skaits: 22
FMZ live strategies
Dokumentu skaits: 21
Jesse
Dokumentu skaits: 17
pyfolio
Dokumentu skaits: 16
Alphalens
Dokumentu skaits: 14
WonderTrader
Dokumentu skaits: 14
backtesting.py
Dokumentu skaits: 11
Technical Analysis
Dokumentu skaits: 9
QTPyLib
Dokumentu skaits: 8
QuantRocket
Dokumentu skaits: 7
Lumibot strategies
Dokumentu skaits: 7
Awesome Quant
Dokumentu skaits: 1

Meklēt bibliotēkā

Dokumentu skaits: 20,364

Quant Q&A

The document asks how to combine many statistically significant in-sample signals and whether historical covariance with mean-variance optimization is the best approach. Its answer offers a portfolio-balance intuition: add an asset or alpha exposure while…

Portfeļa veidošanaStatistikaRiska pārvaldībaFaktoru ieguldīšana
Quant Q&A

The document examines unusually distant, persistent quote levels in one day of AAPL TAQ data. The accepted explanation links the venues shown to inverted pricing, where makers pay fees and takers receive rebates, and attributes the observed gaps to temporary…

AkcijasTirgus mikrostruktūraAugstas frekvences tirdzniecībaASV tirgi
Quant Q&A

The document compares Interactive Brokers demo and personal paper-trading accounts for testing Trader Workstation API applications. Demo accounts provide simulated data and can help check connectivity or exercise account types, but the answers describe…

Rīkojumu izpildeTirgus mikrostruktūraVēsturisko datu pārbaudeNākotnes līgumi
Quant Q&A

The note distinguishes the distribution of regression errors from the sampling distribution of estimated coefficients. It explains that OLS does not require normally distributed errors to estimate coefficients, while heteroskedasticity and autocorrelation…

StatistikaAkcijasRiska pārvaldība
Quant Q&A

The document describes how collateral currency affects discounting when the payment currency differs. For a USD cash flow collateralized in EUR, one approach is to use a USD discount curve adjusted by the cross-currency basis. The answer illustrates this by…

Fiksēta ienākuma instrumentiValūtu tirgusArbitrāžaAtvasināto instrumentu cenu noteikšana
Quant Q&A

The note explains how to estimate an American put’s early exercise boundary when using Longstaff–Schwartz least squares Monte Carlo (LSM). Its central method is to compare the option value at neighboring underlying-price nodes with the value from exercising…

OpcijasAtvasināto instrumentu cenu noteikšanaStatistika
Quant Q&A

The document addresses a Bloomberg settings question about valuing interest-rate caps and floors when the model is labeled Black-Scholes-Merton and volatility is set to Normal. The response says those choices are not combined: Bloomberg changes the settings…

OpcijasFiksēta ienākuma instrumentiSvārstīgumsAtvasināto instrumentu cenu noteikšana
Quant Q&A

The document compares two ways to express a foreign exchange carry trade. In the funded version, an investor borrows in a lower-rate currency and invests in a higher-rate currency; the resulting return reflects both the exchange-rate move and the difference…

Valūtu tirgusPārneseAtvasināto instrumentu cenu noteikšana
Quant Q&A

The document explains how foreign exchange volatility surface expiries are dated relative to currency settlement conventions. It distinguishes weekly tenors, which are counted from the current date, from monthly and yearly tenors, which are counted from the…

Valūtu tirgusSvārstīgumsOpcijas
Quant Q&A

The document addresses why a put-call ratio may convey sentiment even though every options trade has both a buyer and a seller. Its answer focuses on which side is more motivated to initiate a position: it cites a claim that put buyers may be especially…

OpcijasTirgus noskaņojumsStatistika
Quant Q&A

The document asks how to interpret VVIX, an index representing the market’s expected volatility of VIX, and compares two informal explanations. One describes volatility of volatility as uncertainty about how the size of daily price moves may change. The…

SvārstīgumsOpcijasASV tirgi
Quant Q&A

The document asks whether a regression coefficient reported as significant at the 5% level can still be treated as significant when the model has persistent heteroskedasticity. It notes that attempts to address the issue with Box-Cox transformations and…

Statistika
Quant Q&A

The document considers whether a paired samples t test can assess the difference in average returns between an unscaled series and returns multiplied by time-varying portfolio weights. The weights depend on recent volatility and target a chosen portfolio…

StatistikaSvārstīgumsRiska pārvaldība
Quant Q&A

The document describes estimating a hedge ratio for a pairs trading spread from two aligned price series. Ordinary least squares regresses one security’s prices on the other, and the fitted slope is used to scale one leg when calculating the spread. A Java…

Pāru tirdzniecībaAkcijasStatistika
Quant Q&A

The document explains two influences on bond performance: changes in interest rates and shifts in credit spreads. When economic conditions improve, riskier high yield bonds may fare better relative to investment grade bonds as their credit spread narrows; in…

Fiksēta ienākuma instrumentiRiska pārvaldība
Quant Q&A

The document asks what “General IB2 Restriction” means in a description of Basel II credit risk approaches. The response interprets IB as Islamic banking and explains that unrestricted investment deposit holders share some investment risk, which can affect…

Riska pārvaldībaFiksēta ienākuma instrumenti
Quant Q&A

A Bermudan option can be exercised on several specified dates. Its value is not generally the highest value among European options with matching individual exercise dates. Taking that maximum amounts to choosing a single exercise date at the outset and…

OpcijasAtvasināto instrumentu cenu noteikšanaSvārstīgums
Quant Q&A

Portfolio beta is calculated as the weighted sum of the constituent assets’ betas. If the assets have positive betas, a portfolio made only of long positions generally has positive beta; combining long and short weights can offset those exposures and bring…

AkcijasPortfeļa veidošanaRiska pārvaldība
Quant Q&A

The discussion surveys optimization software that C# developers might use instead of implementing algorithms themselves. Suggestions include general numerical libraries and tools for linear, integer, and mixed optimization, along with options to call…

Statistika
Quant Q&A

The document derives the deterministic stock-price formula from the differential equation that results when uncertainty is removed from a proportional price process. Starting with the rate of change in price proportional to the current price, it writes the…

AkcijasStatistika
Quant Q&A

The document addresses unstable Heston model calibration: very large mean-reversion and volatility-of-volatility parameters can fit a volatility surface well even when the values lack a plausible market interpretation. It notes that stochastic-volatility…

OpcijasSvārstīgumsAtvasināto instrumentu cenu noteikšanaStatistika
Quant Q&A

The document explains how to read implied volatility quotes for a one-year-into-five-year SOFR swaption under Bachelier and Black conventions. In the normal model, a quoted volatility of 136 corresponds to a one-year standard deviation of about 1.36…

Fiksēta ienākuma instrumentiOpcijasSvārstīgumsAtvasināto instrumentu cenu noteikšana
Quant Q&A

This document discusses which price series should be used to estimate volatility for the Black model and whether volatility needs to be annualized. The responses emphasize matching the volatility estimate to the instrument used for hedging: a hedge based on…

OpcijasSvārstīgumsAtvasināto instrumentu cenu noteikšanaNākotnes līgumi
Quant Q&A

The document examines the Greeks of a forward variance swap built from two spot-starting variance swaps. It questions how the position can have approximately zero dollar gamma and declining vega while still carrying theta. The response distinguishes model…

OpcijasSvārstīgumsAtvasināto instrumentu cenu noteikšana