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Zināšanu bibliotēka

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
Dokumentu skaits: 20,364
SuperMind
Dokumentu skaits: 12,226
OKX Learn
Dokumentu skaits: 8,431
Strategy library
Dokumentu skaits: 7,910
MQL5 code base
Dokumentu skaits: 7,090
BigQuant
Dokumentu skaits: 3,481
Bitget Academy
Dokumentu skaits: 3,298
MQL5 articles
Dokumentu skaits: 3,012
TradingView scripts
Dokumentu skaits: 1,976
ProRealCode
Dokumentu skaits: 1,507
Deribit Insights
Dokumentu skaits: 1,232
Machine Learning for Trading
Dokumentu skaits: 1,124
arXiv papers
Dokumentu skaits: 1,033
Amberdata research
Dokumentu skaits: 766
FMZ forum
Dokumentu skaits: 682
FMZ digest
Dokumentu skaits: 662
vn.py community
Dokumentu skaits: 560
QuantInsti blog
Dokumentu skaits: 511
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
Dokumentu skaits: 45
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 examines whether a Hurst exponent above 0.5 can justify shorting crypto futures after prices have fallen. The author estimates the exponent from 1,025 hourly mark-price observations for four Binance trading pairs and reports values around 0.62.…

KriptoaktīviNākotnes līgumiTehniskie indikatoriStatistika
Quant Q&A

The document distinguishes a speed advantage in reacting to market data from arbitrage in the stricter sense of exploiting price differences. It describes how direct exchange feeds can reveal quote changes before a slower consolidated feed, allowing a…

AkcijasAugstas frekvences tirdzniecībaArbitrāžaTirgus mikrostruktūra
Quant Q&A

The document explains why geometric Brownian motion parameters can be confusing: arithmetic returns and log returns are calculated differently, and the same distinction affects how a price process is modeled. A price path that falls and then recovers can…

StatistikaSvārstīgumsVēsturisko datu pārbaude
Quant Q&A

The document discusses whether a stock backtest can assume execution at daily opening and closing prices. It describes market-on-open and market-on-close orders as ways to target auction prices, while noting that traders must submit orders before the final…

AkcijasVēsturisko datu pārbaudeRīkojumu izpildeTirgus mikrostruktūra
Quant Q&A

The document asks how to interpret a return adjustment formula used to determine the market risk measure class for Category 3 PRIIP products under European regulation. The specific uncertainty concerns the risk-neutral and measured expected-return terms, as…

Riska pārvaldībaStatistikaAtvasināto instrumentu cenu noteikšana
Quant Q&A

The document questions whether standard GARCH models adequately describe one-minute Bitcoin returns. The sample is characterized by frequent zero returns, low return magnitudes, and apparent microstructure noise; the author also reports that squared…

KriptoaktīviSvārstīgumsAugstas frekvences tirdzniecībaTirgus mikrostruktūra
Quant Q&A

The document lists SOFR swap market tickers and their associated maturities, from short weekly and monthly tenors through long-dated swaps. It frames the list as a starting point for building a SOFR discounting curve comparable to those produced by Bloomberg…

Fiksēta ienākuma instrumentiAtvasināto instrumentu cenu noteikšana
Quant Q&A

The document considers how to detect a sharp price move after an extended calm period. It suggests volatility bands as a way to compare price levels with recent volatility, and identifies Bollinger Bandwidth as a related measure based on the spread between…

AkcijasSvārstīgumsTehniskie indikatori
Quant Q&A

The document maps common financial modeling tasks to Python's scientific and finance ecosystem for someone moving from Matlab. It groups tools by purpose: portfolio optimization and risk analytics, instrument pricing, time series analysis, technical…

Vairāku aktīvu tirdzniecībaPortfeļa veidošanaAtvasināto instrumentu cenu noteikšanaStatistika
Quant Q&A

The document asks how to evaluate predictions of asset returns when matching the sign of each forecast to the realized return matters more than explaining return magnitude. It gives a small example where ordinary least squares has low explanatory power,…

StatistikaMašīnmācīšanāsVēsturisko datu pārbaude
Quant Q&A

For hard-currency credit default swaps, the response says the pricing calculations are the same across corporate, sovereign, agency, and municipal reference entities. Recovery assumptions should follow market conventions, which can vary by issuer type and…

Fiksēta ienākuma instrumentiAtvasināto instrumentu cenu noteikšanaRiska pārvaldība
Quant Q&A

The document distinguishes calculating an inflation-linked bond’s real yield from estimating its projected nominal yield. For real yield, use the bond’s real coupon and price in a standard bond-yield calculation, rather than adjusting a nominal bond’s coupon…

Fiksēta ienākuma instrumentiAtvasināto instrumentu cenu noteikšana
Quant Q&A

The discussion compares factor-based portfolio construction with mean-variance optimization. Factor models can forecast expected returns and represent covariance risk; portfolio constraints can also control exposure to factors, sectors, or individual…

Portfeļa veidošanaFaktoru ieguldīšanaRiska pārvaldībaStatistika
Quant Q&A

The document discusses estimating default probability with the Merton structural credit model from monthly equity returns, a risk-free rate, equity value, and debt face value. It outlines a workflow that converts prices to log returns, estimates return…

Fiksēta ienākuma instrumentiStatistikaRiska pārvaldībaAtvasināto instrumentu cenu noteikšana
Quant Q&A

The document proposes a way to hedge the convexity of long-dated fixed cash flows, using a long-maturity swap as the example. The theoretical construction is to sell at-the-money payer and receiver swaptions with very short expiries, sized according to the…

Fiksēta ienākuma instrumentiOpcijasAtvasināto instrumentu cenu noteikšanaRiska pārvaldība
Quant Q&A

The document explains why greater bond convexity is not automatically better when comparing portfolios with equal value and duration. Convexity contributes a positive second-order price effect for yield changes in either direction, but this comparison omits…

Fiksēta ienākuma instrumentiAtvasināto instrumentu cenu noteikšanaRiska pārvaldība
Quant Q&A

The document asks how interest rate caps and floors differ in purpose from forward rate agreements (FRAs). It notes that both can provide exposure to future interest rates, making their functions seem similar, and focuses on when their payments occur. The…

Fiksēta ienākuma instrumentiAtvasināto instrumentu cenu noteikšana
Quant Q&A

The document investigates why an American call’s market ask price cannot be reconciled with an implied volatility calculation using RQuantLib, while Yahoo Finance reports a volatility estimate. The author compares the market quote with model prices and…

OpcijasAtvasināto instrumentu cenu noteikšanaStatistikaVēsturisko datu pārbaude
Quant Q&A

The document explains swimming delta as an option’s total sensitivity to the underlying when implied volatility changes with the underlying price. Standard Black–Scholes delta is a partial derivative that holds volatility constant. Under a skew-aware view, a…

OpcijasSvārstīgumsAtvasināto instrumentu cenu noteikšanaRiska pārvaldība
Quant Q&A

The document addresses how to represent short-sale constraints in a backtest. Its proposed control is to include a borrowing cost for short positions, since live shorting generally requires shares to be borrowed through a broker. The cost can be included in…

AkcijasVēsturisko datu pārbaudeRīkojumu izpildeRiska pārvaldība
Quant Q&A

The document raises a pairs-trading question about estimating hedge ratios with rolling ordinary least squares on two stocks’ log returns. The author observes that when the stocks have very different share prices, the estimated ratio can still be near zero…

AkcijasPāru tirdzniecībaStatistikaPozīcijas apjoma noteikšana
Quant Q&A

The document raises a question about measuring the cost of a currency hedge or short position using an FX forward. It compares the forward-to-spot percentage change for EUR/USD with a quoted estimate of the three-month cost of being long euros and short…

Valūtu tirgusPārneseRiska pārvaldībaAtvasināto instrumentu cenu noteikšana
Quant Q&A

The explanation connects currency basis swap (CBS) rates to FX forward pricing in the Garman–Kohlhagen currency option model. A forward rate can be taken directly from the FX forward market or derived from spot and the two currencies’ interest rates using…

Valūtu tirgusOpcijasAtvasināto instrumentu cenu noteikšanaFiksēta ienākuma instrumenti
Quant Q&A

The document defines a European barrier call whose payoff depends on the asset finishing above the strike and staying above a lower barrier at specified observation times. It asks how to estimate its discounted risk-neutral value by Monte Carlo simulation…

OpcijasAtvasināto instrumentu cenu noteikšanaVēsturisko datu pārbaudeStatistika