Pāriet uz saturu

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
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

DGTW adjusted returns measure a stock’s performance relative to a characteristic-matched benchmark. For each stock, the method subtracts the return of a portfolio of firms assigned to matching groups based on market equity, market-to-book ratio, and prior…

AkcijasFaktoru ieguldīšanaVēsturisko datu pārbaudeStatistika
Quant Q&A

The document explains how to calculate an option’s volatility-related P&L when a pricing model maps observed market implied volatilities into calibrated parameters and then into the volatility used for the instrument. By the chain rule, sensitivity to each…

OpcijasSvārstīgumsAtvasināto instrumentu cenu noteikšanaRiska pārvaldība
Quant Q&A

The document asks whether one scalar can summarize an implied volatility smile for a single maturity. It considers ATM curvature, estimated from nearby implied volatilities, and proposes SABR’s volatility-of-volatility parameter alpha as a possible…

OpcijasSvārstīgumsAtvasināto instrumentu cenu noteikšanaStatistika
Quant Q&A

The document explains that a J message in a Nasdaq TotalView ITCH sample file is not necessarily corrupt or undocumented. The response identifies it as a Limit Up–Limit Down auction collar message, which reports the price thresholds within which a paused…

AkcijasTirgus mikrostruktūraRīkojumu izpilde
Quant Q&A

The document considers how to rank live bonds using predicted default probabilities from a classifier trained with matured bond outcomes. It questions an individual-bond score that takes the logarithm of a return-to-default-probability ratio. The response…

Fiksēta ienākuma instrumentiMašīnmācīšanāsRiska pārvaldībaStatistika
Quant Q&A

The document distinguishes the return between two prices from the total return generated by a sequence of long positions. It asks whether adding percentage returns from separate trades gives the correct overall result and whether a charted calculation method…

StatistikaVēsturisko datu pārbaude
Quant Q&A

The document addresses event studies where many companies experience events on different calendar dates. Its central method is to align each event as time zero, estimate the normal-return model in a pre-event window, and express returns on surrounding days…

AkcijasUz notikumiem balstīta tirdzniecībaStatistikaVēsturisko datu pārbaude
Quant Q&A

The document asks how to differentiate Value-at-Risk and Conditional Value-at-Risk for a capped random variable, formed by taking the minimum of a random variable and a threshold. It does not derive the sensitivity or specify assumptions about the…

StatistikaRiska pārvaldībaAtvasināto instrumentu cenu noteikšana
Quant Q&A

The document discusses ways to estimate corporate probability of default from company financial statements or internal credit ratings. It mentions structural approaches such as the Merton model, accounting-based scores such as Altman’s Z and Ohlson’s O, and…

Fiksēta ienākuma instrumentiStatistikaRiska pārvaldībaMašīnmācīšanās
Quant Q&A

The document examines why highly profitable firms might earn higher average returns despite appearing safer. It reviews several ways to measure profitability and presents two real-options explanations. One links profitable firms to a greater share of assets…

AkcijasFaktoru ieguldīšanaStatistikaRiska pārvaldība
Quant Q&A

The document describes a thesis problem: fitting conditional volatility models to financial returns so their standardized residuals are approximately independent and identically distributed with zero mean and unit variance. GARCH(1,1) and GJR-GARCH(1,1)…

StatistikaSvārstīgumsAkcijasTehniskie indikatori
Quant Q&A

The document asks how to choose individual stocks to short when the broad market appears to be topping. The author describes using relative strength versus an index, following Stan Weinstein’s approach, and says this method has been profitable but may miss…

AkcijasTehniskie indikatoriRiska pārvaldība
Quant Q&A

The document explains how to infer expected policy-rate changes from an overnight indexed swap curve when a market lacks meeting-date futures. The proposed approach builds a curve whose nodes fall on policy decision effective dates, with overnight forward…

Fiksēta ienākuma instrumentiStatistikaAtvasināto instrumentu cenu noteikšana
Quant Q&A

The document asks how to represent two-month and three-month maturities from a broker’s implied FX volatility delta-tenor table when using the Black–Scholes formula. It contrasts converting the tenor to a simple year fraction, such as months over twelve,…

Valūtu tirgusOpcijasSvārstīgums
Quant Q&A

The document asks how to reduce Monte Carlo pricing variance for a European call by using a second call with a nearby strike as a control variate. It specifies a stock model with normally distributed log returns and a call payoff, and notes that the second…

OpcijasAtvasināto instrumentu cenu noteikšanaStatistika
Quant Q&A

The document explains how IMM dates are applied to interest-rate swap periods and related fixing dates. For swaps, periods begin and end on the third Wednesday of each quarter, adjusted to the following business day when necessary. These adjusted dates…

Fiksēta ienākuma instrumentiAtvasināto instrumentu cenu noteikšanaStatistika
Quant Q&A

The document considers whether a covered-call seller should close a short out-of-the-money call after it has lost much of its value, then sell a call closer to the money. The proposed benefit is to collect additional premium as the short option’s delta and…

OpcijasAkcijasRiska pārvaldībaSvārstīgums
Quant Q&A

The document surveys ways to capture, store and later analyze market tick data. It describes collecting Interactive Brokers market updates through an R interface and writing records to files or in-memory time-series objects. For longer-term analysis,…

Augstas frekvences tirdzniecībaTirgus mikrostruktūraRīkojumu izpildeVēsturisko datu pārbaude
Quant Q&A

The document compares annualized standard deviation of returns with realized volatility computed as the square root of summed squared high-frequency returns. It says the realized variance approach can make better use of intraday observations than a standard…

SvārstīgumsStatistikaAugstas frekvences tirdzniecība
Quant Q&A

The discussion clarifies a comparison between two short call spreads that share a short lower-strike call but use different long-call strikes. Moving the protective long call farther out of the money can increase the credit received, but it also widens the…

OpcijasRiska pārvaldībaAtvasināto instrumentu cenu noteikšana
Quant Q&A

The question asks whether Markowitz portfolio construction should use closing prices or dividend-adjusted prices when estimating a minimum-variance portfolio, an optimal risky portfolio, and an efficient frontier. The answer frames the choice around how the…

Portfeļa veidošanaAkcijasVēsturisko datu pārbaude
Quant Q&A

The discussion distinguishes stochastic volatility from the leverage-like relationship that creates an asymmetric implied volatility skew. Random volatility by itself can make returns heavier-tailed than a single normal distribution and produce a roughly…

OpcijasSvārstīgumsAtvasināto instrumentu cenu noteikšanaStatistika
Quant Q&A

The discussion explains why a fair die’s physical outcome probabilities do not, by themselves, determine the risk-neutral probabilities. Risk-neutral probabilities are inferred from traded prices and payoffs, so a price process and the available securities…

StatistikaAtvasināto instrumentu cenu noteikšanaArbitrāža
Quant Q&A

The document asks how to use five years of weekly returns for three asset classes to find a minimum-variance portfolio and plot an efficient frontier in Excel. It notes that a simple two-asset weight table becomes cumbersome as the number of assets grows,…

Portfeļa veidošanaStatistikaRiska pārvaldība