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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 considers a sequential decision game: three coins have known head probabilities, but their assignments are hidden. The player can pay for either a single identified flip or a paired flip whose outcome reports only the total number of heads, then…

StatistikaMašīnmācīšanās
Quant Q&A

The document explains how a swap’s discounting can change when the collateral poster may choose between eligible currencies. This choice resembles a cheapest-to-deliver option: the poster prefers the collateral class with the most favorable return, and the…

Fiksēta ienākuma instrumentiVairāku aktīvu tirdzniecībaAtvasināto instrumentu cenu noteikšanaRiska pārvaldība
Quant Q&A

The document asks for intuition behind a forward variance stochastic differential equation used in rough volatility research. The displayed dynamics depend on the forward variance level, a volatility parameter, the Hurst parameter, the time to the forward…

SvārstīgumsAtvasināto instrumentu cenu noteikšanaStatistika
Quant Q&A

The document describes a portfolio risk simulation that combines GARCH-filtered standardized residuals, semiparametric marginal distributions with Gaussian-kernel interiors and generalized Pareto tails, and a time-varying Gaussian copula. The author…

Riska pārvaldībaVēsturisko datu pārbaudeStatistikaPortfeļa veidošana
Quant Q&A

The document investigates why a SABR calibration using Bloomberg cap volatility figures produces a poor match across strikes. The question provides an example with caplet-related strikes and volatilities, estimates a forward from interest-rate curve inputs,…

Fiksēta ienākuma instrumentiOpcijasSvārstīgumsAtvasināto instrumentu cenu noteikšana
Quant Q&A

The document describes a proposed volatility forecasting exercise using ARCH, GARCH, and EGARCH models on daily returns for two stocks. The author divides the observations into a training portion and a later testing portion, estimates model parameters on the…

AkcijasSvārstīgumsMašīnmācīšanāsVēsturisko datu pārbaude
Quant Q&A

The document clarifies the distinction between a bond’s clean price and dirty price when the bond changes hands between coupon dates. A quoted market price is generally the clean price, which excludes accrued interest. At settlement, the buyer pays the clean…

Fiksēta ienākuma instrumenti
Quant Q&A

The document discusses what a payer of fixed interest on a swap can do when market rates move, distinguishing the original purpose of a fixed-for-floating swap from a wish to exit or offset it. One answer frames the floating leg as a hedge for floating-rate…

Fiksēta ienākuma instrumentiNākotnes līgumiRiska pārvaldībaAtvasināto instrumentu cenu noteikšana
Quant Q&A

The document explains how the Markowitz mean-variance framework treats portfolio returns over a chosen investment period. Its example combines stocks and bonds with equal weights and shows that the portfolio’s expected return is the weighted average of the…

Vairāku aktīvu tirdzniecībaPortfeļa veidošanaStatistikaRiska pārvaldība
Quant Q&A

This question asks how to estimate the chance that at least one borrower in a portfolio defaults when companies have different default probabilities. Under independence, the probability of no defaults is the product of the individual survival probabilities;…

Fiksēta ienākuma instrumentiStatistikaRiska pārvaldībaPortfeļa veidošana
Quant Q&A

This answer distinguishes designing execution methods from monitoring individual trades. It argues that quants can analyze strategies, test them, and work with programmers to implement execution algorithms, while traders or managers typically oversee live…

Augstas frekvences tirdzniecībaRīkojumu izpildeTirgus mikrostruktūraRiska pārvaldība
Quant Q&A

This exchange explains how a portfolio with positive alpha in a single-index model can be paired with market exposure to isolate its modeled excess return. For each unit invested in the portfolio, the construction shorts 1.4 units of the market portfolio and…

ArbitrāžaAkcijasPortfeļa veidošanaRiska pārvaldība
Quant Q&A

This note explains why Black–Scholes vega can look large when volatility is entered as a decimal. Vega measures the option price’s sensitivity to a one-unit change in volatility, equivalent to a 100 percentage point move. The quoted S&P 500 example has vega…

OpcijasSvārstīgumsAtvasināto instrumentu cenu noteikšana
Quant Q&A

The document challenges a proposed expression that would price a down-and-out call as a scaled European call with the same initial asset price, strike, volatility, rate, and expiry. The response explains that a barrier option cannot generally be represented…

OpcijasAtvasināto instrumentu cenu noteikšanaSvārstīgums
Quant Q&A

The discussion explains how traders can ask for options on an unlisted stock, additional strike prices, or longer expirations. It says an exchange may accept suggestions, but a request alone does not guarantee a listing. Stocks must satisfy exchange…

AkcijasOpcijasASV tirgi
Quant Q&A

The document presents a numerical attempt to apply Jamshidian’s trick to a European put on a coupon bond. It compares the bond option’s Black-76 value with the sum of Black-76 values for options on the bond’s individual cash flows. In the example, intrinsic…

Fiksēta ienākuma instrumentiOpcijasAtvasināto instrumentu cenu noteikšana
Quant Q&A

The document investigates why a QuantLib overnight index swap does not reproduce the quoted rate used to build a curve through DatedOISRateHelper. Its example compares a swap starting on the evaluation date and ending on a date that falls after a weekend…

Fiksēta ienākuma instrumentiAtvasināto instrumentu cenu noteikšanaStatistika
Quant Q&A

The document asks for examples of spectral clustering in finance and why it might be selected over other clustering methods. One response describes a time-series decomposition approach: apply singular value decomposition to a univariate series, cluster the…

MašīnmācīšanāsStatistika
Quant Q&A

The document introduces tick imbalance bars, which group market ticks until the cumulative signed tick count crosses a threshold based on its expected magnitude. Tick direction is assigned by the tick rule: price upticks are buys, downticks are sells, and…

Tirgus mikrostruktūraRīkojumu izpildeStatistika
Quant Q&A

The document asks how modified duration relates to observed bond price and yield changes when time passes and a bond’s remaining maturity shrinks. It defines modified duration as the negative proportional sensitivity of price to yield, using a derivative…

Fiksēta ienākuma instrumentiAtvasināto instrumentu cenu noteikšanaRiska pārvaldība
Quant Q&A

The document discusses time variables used in Haug’s presentation of the Turnbull-Wakeman approximation for arithmetic-average rate options. It identifies the option’s remaining time to maturity, the original averaging-period length, the time elapsed since…

OpcijasAtvasināto instrumentu cenu noteikšanaSvārstīgums
Quant Q&A

The discussion describes how to calculate periodic returns for a long-short portfolio formed from high- and low-ranked asset groups. With equal allocations to the long and short sides, combine the two leg returns using their portfolio weights, reversing the…

Portfeļa veidošanaFaktoru ieguldīšanaRiska pārvaldība
Quant Q&A

The answer explains how the skewness and kurtosis of cumulative returns change with the number of periods when returns are independent and identically distributed. For a sum of such returns, variance grows in proportion to the number of observations, while…

StatistikaRiska pārvaldība
Quant Q&A

The discussion recommends introductory references for learning probability, random variables, Brownian motion, Itô integration, jump processes, and stochastic calculus. Suggested books range from finance-focused texts by Steven Shreve to compact or more…

StatistikaAtvasināto instrumentu cenu noteikšana