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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
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
Lumibot strategies
Dokumentu skaits: 7
QuantRocket
Dokumentu skaits: 7
Awesome Quant
Dokumentu skaits: 1

Meklēt bibliotēkā

Dokumentu skaits: 20,364

Quant Q&A

The document explains how to aggregate ordinary monthly returns into quarterly returns. For each quarter, add one to every monthly return, multiply those gross returns together, and subtract one. This captures the effect of sequential returns; simply summing…

AkcijasStatistikaVēsturisko datu pārbaudePortfeļa veidošana
Quant Q&A

The document gives an approximation for the probability that a stock touches a short strangle’s higher strike without touching its lower strike. It defines events for touching each side and expresses the desired probability as the probability of touching the…

OpcijasStatistikaRiska pārvaldība
Quant Q&A

For normally distributed asset returns with known means and covariance, the document relates portfolio VaR optimization to familiar portfolio objectives. When VaR is defined as a return quantile centered on the portfolio mean, maximizing it is equivalent to…

Portfeļa veidošanaRiska pārvaldībaStatistikaVēsturisko datu pārbaude
Quant Q&A

The document examines why a finite-step Taylor expansion for an option price can include the squared asset-price increment, while a continuous-time Itô calculation uses quadratic variation. It distinguishes two ways to express a change in a smooth function:…

OpcijasSvārstīgumsAtvasināto instrumentu cenu noteikšanaStatistika
Quant Q&A

The document asks how to compare strategies whose capital usage differs over time. It contrasts strategies with stable allocations against an event-triggered strategy whose invested capital varies, noting that return as a percentage of capital is easier to…

AkcijasRiska pārvaldībaPortfeļa veidošana
Quant Q&A

The document considers how to specify the mean equation when forecasting stock index return volatility with a GARCH model. One workflow first selects AR and MA terms for the mean using an ARIMA procedure, estimates that equation by least squares, and checks…

AkcijasSvārstīgumsStatistikaVēsturisko datu pārbaude
Quant Q&A

The document proposes a heatmap for showing how often obligors remain in each credit rating class from one period to the next. Ratings occupy one axis and time intervals the other; color represents the proportion that kept the same rating. This puts many…

Fiksēta ienākuma instrumentiStatistika
Quant Q&A

The document distinguishes martingale assumptions used in derivative pricing from assumptions used in trading and risk management. For pricing, it describes a risk-neutral probability measure under which an underlying asset is a martingale, linking that…

StatistikaAtvasināto instrumentu cenu noteikšanaRiska pārvaldībaAkcijas
Quant Q&A

The document describes a proposed way to compare an algorithm’s backtest with a simple benchmark portfolio. The benchmark buys some or all stocks in a selected universe at the start of the test period, then closes positions at the end, with transaction fees…

Vēsturisko datu pārbaudeAkcijasRīkojumu izpildeRiska pārvaldība
Quant Q&A

The document asks whether an FX swap can be priced by subtracting spot from the theoretical FX forward rate. The proposed forward calculation uses spot and the two currencies’ interest rates, and the question frames the swap value as the forward-minus-spot…

Valūtu tirgusAtvasināto instrumentu cenu noteikšana
Quant Q&A

The document asks how to apply stratified sampling, a variance reduction technique, when pricing Asian options by Monte Carlo simulation. It contrasts stratifying the terminal Brownian motion value for a European option with stratifying the average of…

OpcijasStatistika
Quant Q&A

The document addresses how to execute a large futures order in a thin order book while limiting market impact. It recommends splitting an order algorithmically instead of submitting a large market order. VWAP is presented as a straightforward, widely…

Nākotnes līgumiRīkojumu izpildeTirgus mikrostruktūra
Quant Q&A

The discussion examines a long-dated equity index call whose hedged profit and loss appears sensitive to interest rates. It questions whether a standard Black–Scholes formula using a current LIBOR rate and ordinary delta hedging remains appropriate when…

OpcijasFiksēta ienākuma instrumentiAtvasināto instrumentu cenu noteikšanaRiska pārvaldība
Quant Q&A

The document concerns estimating parameters for a stochastic volatility model in which variance follows a Cox–Ingersoll–Ross (CIR) square-root process. The question asks for estimation from time-series data rather than option prices, with quasi-maximum…

StatistikaSvārstīgumsMašīnmācīšanās
Quant Q&A

The document explains why gross basis tends to decline as a bond futures contract approaches delivery. It defines gross and net basis and relates the implied repo rate to the bond’s invoice price, cash price, and time remaining. Because time to delivery…

Fiksēta ienākuma instrumentiNākotnes līgumiPārneseAtvasināto instrumentu cenu noteikšana
Quant Q&A

The document asks how to set the fixed-leg payment frequency when pricing an interest rate swap in MATLAB. The accepted response identifies a reset-frequency name-value setting as the relevant parameter, rather than the period option used in a bond-pricing…

Fiksēta ienākuma instrumentiAtvasināto instrumentu cenu noteikšanaRiska pārvaldība
Quant Q&A

The document explores why historical replay alone may not faithfully test market-making or other microstructure strategies. A replay uses recorded order-book events, but cannot fully capture how other participants would react to the strategy's orders. The…

Tirgus veidošanaTirgus mikrostruktūraAugstas frekvences tirdzniecībaVēsturisko datu pārbaude
Quant Q&A

The document examines how to simulate multiple geometric Brownian motion price paths with a specified correlation structure. The attempted R approach draws independent normal shocks, applies a Cholesky factor of the input correlation matrix, and uses the…

StatistikaVēsturisko datu pārbaudePortfeļa veidošana
Quant Q&A

The document asks whether volume-based bars can make fixed-parameter strategies more responsive to changing market activity. It starts from the observation that equal calendar periods may represent very different conditions, then suggests volume bars as a…

Portfeļa veidošanaSvārstīgumsSekošana tendencei
Quant Q&A

The document addresses the lack of long histories for Treasury bond ETFs, especially leveraged funds, when backtesting portfolios over periods earlier than those products existed. It suggests using long bond futures as a proxy source of historical exposure…

Fiksēta ienākuma instrumentiNākotnes līgumiVēsturisko datu pārbaudeASV tirgi
Quant Q&A

The document considers how to calculate returns from one-minute price bars when a trading session begins after a long market closure. The first observed price of a session and the prior session’s final price produce a return spanning far more than one…

Valūtu tirgusStatistikaSvārstīgumsTirgus mikrostruktūra
Quant Q&A

The document asks how to build a simple parametric value-at-risk estimate for comparison with ISDA SIMM initial margin. It specifically raises whether the profit-and-loss distribution should be normal or asymmetric, and whether a model should include option…

OpcijasSvārstīgumsRiska pārvaldībaAtvasināto instrumentu cenu noteikšana
Quant Q&A

The document distinguishes a stock’s return over an individual year from its annualized return across multiple years. It describes an example with an initial investment, a change in year-end price, and no purchases or sales during the holding period. The…

AkcijasStatistika