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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 discusses quality checks for daily stock records containing open, high, low, close, adjusted close, and volume. Beyond basic consistency rules—such as checking whether the close or open falls outside the daily high-low range—it recommends…

AkcijasVēsturisko datu pārbaudeStatistika
Quant Q&A

The document explains a practical simplification for applying the Merton structural credit model across companies with varied debt schedules. In the basic model, equity is treated as a call option on firm value, with total debt represented by a face value…

Fiksēta ienākuma instrumentiRiska pārvaldībaStatistika
Quant Q&A

The document collects public claims and opinions about Renaissance Technologies’ Medallion fund rather than establishing a definitive account of its trading strategy. Suggested techniques include algorithmic trading, information theory, hidden Markov models,…

MašīnmācīšanāsStatistikaAugstas frekvences tirdzniecībaRīkojumu izpilde
Quant Q&A

The document distinguishes valuing a floating-rate note from estimating its expected coupon cash flows. For valuation under a single-curve framework, one can derive forward rates from the yield curve, use them to estimate future coupons, and discount those…

Fiksēta ienākuma instrumentiAtvasināto instrumentu cenu noteikšanaStatistika
Quant Q&A

The document addresses how to construct a zero-coupon Treasury curve when a cash-flow matrix has more coupon-date columns than bond-price rows. One proposed approach is to select a maturity-spaced set of securities, then create hypothetical bonds from nearby…

Fiksēta ienākuma instrumentiStatistikaPortfeļa veidošana
Quant Q&A

The document describes a research need for reliable Heston option prices, especially for options far out of the money. The author reports that numerical instability in a current implementation produces slightly negative or oscillating prices, which then…

OpcijasSvārstīgumsAtvasināto instrumentu cenu noteikšanaMašīnmācīšanās
Quant Q&A

The document explains how to estimate EUR/USD forward rates from spot and interest rates using covered interest rate parity (CIP). Rates must match the forward’s maturity: an overnight rate is not a substitute for a one-year rate, and the calculation needs…

Valūtu tirgusFiksēta ienākuma instrumentiPārneseArbitrāža
Quant Q&A

The document asks what “global” means in the term global minimum-variance portfolio and how it differs from a minimum-variance portfolio. The accepted answer distinguishes the unconstrained search across all possible return levels from the common…

Portfeļa veidošanaStatistika
Quant Q&A

The document asks whether monthly returns on a ten-year government bond can stand in for a monthly risk-free return, assuming sovereign default risk is ignored. The answers largely reject that proxy, emphasizing the mismatch between a long-maturity bond…

Fiksēta ienākuma instrumentiStatistika
Quant Q&A

The document describes a proposed research approach: define learning environments from market microstructure models with known solutions, then use reinforcement learning to see whether agents recover features of those equilibria. As an initial example, the…

MašīnmācīšanāsTirgus mikrostruktūraRīkojumu izpildePortfeļa veidošana
Quant Q&A

The document introduces a reduced-form credit bond model in which default is represented as the first jump of a Poisson process and the hazard rate is stochastic. It writes a differential expansion for bond price as a function of time, hazard rate, and the…

Fiksēta ienākuma instrumentiStatistikaAtvasināto instrumentu cenu noteikšana
Quant Q&A

The document describes how a delta-hedged option position can generate gains or losses as the underlying moves. Rebalancing the hedge offsets the option’s first-order price sensitivity, while the remaining daily change is approximated by a gamma term linked…

OpcijasSvārstīgumsRiska pārvaldība
Quant Q&A

The Fama–MacBeth procedure first estimates each asset’s factor exposures with time-series regressions, then runs cross-sectional regressions at each date using those exposures to explain returns. The second-stage gamma coefficients estimate time-varying…

AkcijasFaktoru ieguldīšanaStatistika
Quant Q&A

The document explains how to calculate the probability that a life survives across multiple years using annual mortality-table probabilities. If q at age x is the probability of dying before the next birthday, then p at that age is its complement, the…

StatistikaRiska pārvaldība
Quant Q&A

Black–Litterman needs equilibrium weights for a market portfolio to infer implied returns. When the investment universe contains a mix of assets such as stocks and bonds, market capitalizations may be unavailable or hard to compare, so the document…

Vairāku aktīvu tirdzniecībaPortfeļa veidošanaStatistika
Quant Q&A

The document discusses hedging exposure to oil prices with forward contracts and asks whether one contract per asset is automatically the right hedge. The responses emphasize that the appropriate ratio depends on the objective and on how well the forward…

IzejvielasNākotnes līgumiRiska pārvaldībaPozīcijas apjoma noteikšana
Quant Q&A

The document contrasts local volatility models, where price diffusion is driven by a volatility function of price and time, with stochastic volatility models that add a random volatility state coupled to the price process. It asks whether a local volatility…

OpcijasSvārstīgumsAtvasināto instrumentu cenu noteikšanaStatistika
Quant Q&A

The document explains how implied volatility affects option value across moneyness in the Black–Scholes framework. Put–call parity links a deep in-the-money call to an out-of-the-money put, so their volatility sensitivities are qualitatively symmetric. This…

OpcijasSvārstīgumsAtvasināto instrumentu cenu noteikšana
Quant Q&A

The document investigates why two R packages produce different values for an American call using the Barone-Adesi–Whaley approximation. The answers identify two interface issues: one function takes spot before strike while another expects strike before spot…

OpcijasAtvasināto instrumentu cenu noteikšanaStatistika
Quant Q&A

The document addresses two conceptual gaps in a Black-Scholes derivation: why the hedge removes risk and why the hedged portfolio must grow at the risk-free rate. It explains that choosing the stock position to match the option’s delta cancels the…

OpcijasAtvasināto instrumentu cenu noteikšanaRiska pārvaldībaStatistika
Quant Q&A

The document asks where to obtain free dividend history for companies listed outside the United States. It points to Yahoo Finance as a source, with examples from Germany, Switzerland, France, and Spain. Historical dividend events can be retrieved as CSV,…

AkcijasStatistika
Quant Q&A

The document explains why dynamically hedging an option’s delta does not generally turn the position into a risk-free bond equivalent. Delta hedging reduces exposure to small directional moves, but leaves volatility exposures, including gamma and vega, as…

OpcijasSvārstīgumsAtvasināto instrumentu cenu noteikšanaRiska pārvaldība
Quant Q&A

The document discusses how to represent brokerage fees, bid-ask effects, and slippage when simulating daily stock trades without quote data. It argues that a single relative transaction-cost rate cannot be assumed realistic across all situations: costs vary…

AkcijasVēsturisko datu pārbaudeRīkojumu izpildeTirgus mikrostruktūra
Quant Q&A

The document explains how to calculate variance for a portfolio that is long one stock, short another, and holds the remaining capital in cash. Its example uses weights of 1.0 in stock A and -0.5 in stock B, with cash completing the total portfolio weight.…

AkcijasStatistikaPortfeļa veidošana