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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
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
TqSdk
Dokumentu skaits: 86
Quantpedia
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
Binance API docs
Dokumentu skaits: 45
Quantopian lekcijas
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 why a portfolio’s simple return is expressed as a weighted sum of its assets’ simple returns, since directly comparing portfolio value at the start and end appears to produce a different formula. The resolution is that portfolio weights…

Portfeļa veidošanaStatistikaVairāku aktīvu tirdzniecība
Quant Q&A

The document raises a question about calculating rolling volatility for a PRIIPs category 2 stress scenario. The asker has calculated the initial sequence of log returns but is unsure how to apply the formula shown in presentation slides and reports getting…

SvārstīgumsRiska pārvaldībaStatistika
Quant Q&A

The document explains why higher volatility can increase the cost of delta-hedging a short option. Its central point is that the volatility used to price an option is an estimate of what the underlying will realize over the option’s life. If actual realized…

OpcijasSvārstīgumsRiska pārvaldībaAtvasināto instrumentu cenu noteikšana
Quant Q&A

The document explains how forward delta for a vanilla foreign-exchange option relates to a hedge using a forward contract. Under the stated Black pricing setup, differentiating the call value with respect to the outright forward rate gives a discounted…

Valūtu tirgusOpcijasAtvasināto instrumentu cenu noteikšanaRiska pārvaldība
Quant Q&A

The document asks whether the Incremental Risk Charge (IRC), especially its treatment of default and rating migration, should be considered market risk or credit risk. It compares IRC with Credit Valuation Adjustment (CVA) and questions whether IRC is better…

Fiksēta ienākuma instrumentiRiska pārvaldībaStatistika
Quant Q&A

The discussion addresses the lack of a direct implementation for a VECM-GARCH model in R and outlines a possible approximation. First estimate an error-correction term, for example with the Johansen procedure, then specify separate conditional mean and GARCH…

StatistikaSvārstīgumsRiska pārvaldība
Quant Q&A

The discussion corrects an annualized Sharpe ratio calculation based on 36 monthly observations. For monthly returns, the risk-free rate should also be expressed monthly, and the monthly Sharpe ratio is conventionally scaled by the square root of the number…

Riska pārvaldībaStatistikaPortfeļa veidošana
Quant Q&A

The Cornish-Fisher expansion approximates a target distribution’s quantiles using a reference distribution and information about the target’s cumulants. In modified VaR applications, it is commonly presented with the normal distribution as the reference and…

Riska pārvaldībaStatistikaAtvasināto instrumentu cenu noteikšana
Quant Q&A

The question compares Nasdaq volatility across years using average daily true range (TR). Since the index level changes over time, the author asks whether TR should be converted to a percentage or expressed through logarithms. The response says the right…

SvārstīgumsStatistikaTehniskie indikatori
Quant Q&A

The document distinguishes registered bond offerings from two exemptions from SEC registration. Registered bonds are registered with the SEC. Rule 144A allows issuers to sell unregistered bonds in the United States to qualified institutional buyers, entities…

Fiksēta ienākuma instrumentiASV tirgi
Quant Q&A

The document asks whether portfolio optimizers should reshape the covariance of expected-return forecasts, given that forecast covariance can be transformed independently of the market-return risk matrix. The response cautions that raw forecast covariance is…

Portfeļa veidošanaStatistikaRiska pārvaldība
Quant Q&A

The document explains when early exercise changes the value of American options on a non-dividend-paying underlying. Under the no-arbitrage assumption and a nonnegative risk-free rate, early exercise of a call is not optimal because it gives up remaining…

OpcijasAtvasināto instrumentu cenu noteikšana
Quant Q&A

The document considers how to assess quantitative finance’s role in global markets and why attributing market earnings or losses to it is difficult. A central challenge is defining what counts as quantitative finance: possible categories range from…

Vairāku aktīvu tirdzniecībaStatistikaTirgus mikrostruktūra
Quant Q&A

The document outlines ways high-frequency traders can structure equity trading to manage commissions and exchange fees. One route is direct exchange access through a broker identifier, allowing a firm to pay or receive the exchange’s active or passive fees…

Augstas frekvences tirdzniecībaRīkojumu izpildeTirgus mikrostruktūraAkcijas
Quant Q&A

The document describes applying principal component analysis to changes in the yield curve. The main purpose is to identify a small set of dominant movement patterns that can provide a concise language for describing curve risk. The patterns cited are…

Fiksēta ienākuma instrumentiStatistikaRiska pārvaldība
Quant Q&A

The document explains why a short-rate model may be used to value bonds and swaps even when their cash flows have no embedded options. A correctly calibrated model must reproduce the present value obtained by discounting fixed cash flows against the spot…

Fiksēta ienākuma instrumentiAtvasināto instrumentu cenu noteikšanaOpcijas
Quant Q&A

The document raises a question about factor exposures when constructing equal-weighted and value-weighted benchmark portfolios from a cleaned set of U.S. listed firms. The portfolio universe contains firms across AMEX, NYSE, and NASDAQ, with membership…

AkcijasFaktoru ieguldīšanaPortfeļa veidošanaStatistika
Quant Q&A

The document addresses how to calculate the Relative Strength Index when intraday prices are resampled into longer intervals, such as ten-minute bars, while decisions or updates occur more frequently. It asks whether to rebuild a moving history of bars at…

Tehniskie indikatoriAkcijasStatistika
Quant Q&A

The document discusses reward design for reinforcement learning applied to foreign exchange hedging. A typical objective combines portfolio gains with penalties for risk, such as variation in portfolio value, and for trading costs associated with changes in…

Valūtu tirgusMašīnmācīšanāsRiska pārvaldībaRīkojumu izpilde
Quant Q&A

The document explains how introducing stochastic interest rates changes the uniqueness of a Black–Scholes call price. The key issue is whether the interest rate risk can be traded and hedged. If no claims linked to the stochastic rate are available, the…

OpcijasAtvasināto instrumentu cenu noteikšanaFiksēta ienākuma instrumenti
Quant Q&A

The document asks who drives the accumulation and distribution process associated with Richard Wyckoff, and whether it is led by market makers, insiders, or other large traders. It describes a proposed mechanism in which a large participant sells to trigger…

Tirgus mikrostruktūraRīkojumu izpildeAkcijas
Quant Q&A

The document considers a Monte Carlo portfolio analysis in which changing the weights and strikes of put options reduces measures such as expected return and volatility, while Value at Risk sometimes rises. The response says this outcome can be plausible…

OpcijasRiska pārvaldībaPortfeļa veidošanaVēsturisko datu pārbaude
Quant Q&A

The discussion distinguishes daily rates for recently auctioned Treasury bills from constant-maturity rates. A bill labeled by its original term has less time remaining after issuance, so its quoted market rate reflects the security’s actual remaining…

Fiksēta ienākuma instrumentiASV tirgiStatistika
Quant Q&A

The document describes ways to retrieve securities and their identifiers using Bloomberg. Its main suggestion is to use the equity screening function to list active securities, optionally limited to primary listings, then add ISIN and CUSIP as result…

Vairāku aktīvu tirdzniecība