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Βιβλιοθήκη γνώσης

Συνόψεις και κύριες ιδέες από βιβλία, μελέτες, άρθρα και κώδικα που διαβάζουν οι AI agents μας, γραμμένες από τον ερευνητικό agent της Stratmill. Κάθε σελίδα παραπέμπει στο πρωτότυπο.

Quant Q&A
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SuperMind
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OKX Learn
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Strategy library
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MQL5 code base
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BigQuant
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Bitget Academy
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MQL5 articles
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TradingView scripts
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ProRealCode
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Deribit Insights
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Machine Learning for Trading
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arXiv papers
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Amberdata research
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FMZ forum
682 έγγραφα
FMZ digest
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vn.py community
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QuantInsti blog
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Galaxy Research
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QuantStart
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Stratmill research code
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Robot Wealth
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NautilusTrader
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Hummingbot docs
181 έγγραφα
Paradigm research
175 έγγραφα
Lumibot
164 έγγραφα
Kraken Learn
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Βιβλιοθήκη μαθημάτων ποσοτικής ανάλυσης
157 έγγραφα
OctoBot
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Cryptohopper blog
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Systematic trading blog (Rob Carver)
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Qlib
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Quantpedia
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TqSdk
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Hyperliquid docs
79 έγγραφα
Freqtrade
68 έγγραφα
Hudson & Thames
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Awesome Systematic Trading
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backtrader
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vn.py
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Διαλέξεις Quantopian
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Binance API docs
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FMZ guides
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pysystemtrade
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Freqtrade docs
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quant-trading
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FinRL
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Zipline
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FMZ live strategies
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Jesse
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pyfolio
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Alphalens
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WonderTrader
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backtesting.py
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Technical Analysis
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QTPyLib
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QuantRocket
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Lumibot strategies
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Awesome Quant
1 έγγραφα

Αναζήτηση στη βιβλιοθήκη

20,364 έγγραφα

Quant Q&A

The document derives the pricing equation for a zero-coupon bond when the short rate follows a Vasicek-style jump diffusion. The rate combines mean reversion, square-root diffusion volatility, and independent Poisson jumps with exponentially distributed…

Τίτλοι σταθερού εισοδήματοςΑποτίμηση παραγώγωνΣτατιστική
Quant Q&A

The discussion asks when it is valid to take the expectation of a stochastic integral as zero. It states a sufficient condition: the adapted integrand must have finite expected integrated square over the interval. Under that condition, the Brownian…

ΣτατιστικήΔιαχείριση κινδύνου
Quant Q&A

The discussion explains why a high-frequency backtest’s latency assumption should reflect both message timing and the strategy’s sensitivity to event ordering. For spread-crossing or arbitrage strategies, it suggests modeling latency as variable, potentially…

Συναλλαγές υψηλής συχνότηταςBacktestingΕκτέλεση εντολώνΜικροδομή αγοράς
Quant Q&A

The document explains how to view a fixed-rate bond that the issuer may redeem on specified dates as a bond plus an issuer-held Bermudan call feature. Unlike a holder-exercised option, the issuer’s exercise decision works against the bondholder, so the…

Τίτλοι σταθερού εισοδήματοςΑποτίμηση παραγώγωνΔιαχείριση κινδύνου
Quant Q&A

The document asks whether a policy interest rate can serve as the discount rate in a dividend discount model. The response distinguishes using a rate to discount aggregate cash flows in a macroeconomic asset-pricing study from valuing an individual company’s…

ΜετοχέςΣτατιστική
Quant Q&A

The document examines how to verify two copula properties for the bivariate Clayton model: that the function is non-decreasing in each input and that its one-variable margins are uniform. It distinguishes these checks, showing that boundary identities such…

Στατιστική
Quant Q&A

Return-based style analysis estimates a manager’s effective exposure to selected asset classes by fitting the manager’s returns to those assets. The response explains that the method commonly uses multivariate linear regression over rolling windows, with…

ΜετοχέςΣτατιστικήΚατασκευή χαρτοφυλακίουΔιαχείριση κινδύνου
Quant Q&A

A credit index can be compared with a portfolio of single-name credit default swaps that references the same constituents on matching terms. If the index and the component portfolio diverge sufficiently in value, the difference, called skew here, may create…

Τίτλοι σταθερού εισοδήματοςΑρμπιτράζΑποτίμηση παραγώγωνΜικροδομή αγοράς
Quant Q&A

Short-term interest rate futures imply an average reference rate over each contract period. To estimate the rate expected after a central bank meeting, carry the known pre-meeting rate across the days before the meeting, then solve a day-weighted average…

Συμβόλαια μελλοντικής εκπλήρωσηςΤίτλοι σταθερού εισοδήματοςΑποτίμηση παραγώγωνΣτατιστική
Quant Q&A

The document explains how to create a zero yield curve in QuantLib-Python when zero rates are already available, rather than first bootstrapping them from market quotes and rate helpers. The accepted answer describes supplying maturity dates, corresponding…

Τίτλοι σταθερού εισοδήματοςΑποτίμηση παραγώγωνΣτατιστική
Quant Q&A

The document describes a question about US commercial banks’ over-the-counter interest rate derivatives. In the data examined by the author, non-dealer banks have a substantial share of written options relative to their total interest rate derivative…

Δικαιώματα προαίρεσηςΤίτλοι σταθερού εισοδήματοςΑγορές ΗΠΑΔιαχείριση κινδύνου
Quant Q&A

The document poses a research question about whether a stock’s price relative to its 52-week high can help explain subsequent returns. The proposed setup uses the price-to-high ratio as a predictor and a forward return, such as the following week’s return,…

ΜετοχέςΣτατιστικήΜηχανική μάθησηBacktesting
Quant Q&A

The discussion addresses how to compare a resampled efficient frontier (REF) with standard mean–variance optimization (MVO) when expected returns and a covariance matrix are available but future outcomes are not. It presents two sharply conflicting views of…

Κατασκευή χαρτοφυλακίουΣτατιστικήΔιαχείριση κινδύνουBacktesting
Quant Q&A

The document distinguishes two connected ideas in no-arbitrage option pricing. Risk-neutral valuation expresses a derivative’s price as the discounted expectation of its payoff under risk-neutral probabilities, linking a payoff to a price. A replicating…

Δικαιώματα προαίρεσηςΑποτίμηση παραγώγωνΔιαχείριση κινδύνου
Quant Q&A

The document clarifies that a partial differential equation’s linearity depends on how it involves the unknown function and its derivatives, not simply on whether volatility is constant. In the heat-equation form presented, the unknown and its time and…

Δικαιώματα προαίρεσηςΑποτίμηση παραγώγωνΣτατιστική
Quant Q&A

The document explains a simple way to generate two non-stationary time series that are cointegrated. Start with a series containing a unit root, such as a random walk, then form a second series by adding a stationary process. The shared stochastic trend…

ΣτατιστικήΣυναλλαγές ζευγώνBacktesting
Quant Q&A

The document investigates why a QuantLib bootstrap for Singapore’s SORA overnight curve matches quoted rates at short maturities but diverges from the input quotes at longer maturities. The proposed diagnosis is a mismatch in floating payment frequency: the…

Τίτλοι σταθερού εισοδήματοςΑποτίμηση παραγώγωνΣτατιστική
Quant Q&A

The document asks whether observations of a hitting time can establish that its population mean is infinite, even when the exact distribution is unknown and a Lévy fit is poor. The response argues that no distribution-free test can distinguish an…

ΣτατιστικήΔιαχείριση κινδύνου
Quant Q&A

The document solves a stochastic differential equation in which the level of a process is multiplied by a constant coefficient and a Brownian increment. It identifies the equation as a geometric Brownian motion with zero drift and a negative diffusion…

ΣτατιστικήΑποτίμηση παραγώγων
Quant Q&A

The document examines an R example that assigns long and short positions from buy and sell signals, carries the latest signal forward, multiplies it by discrete close-to-close returns, and exponentiates the cumulative sum. The replies explain why the…

BacktestingΣτατιστικήΔιαχείριση κινδύνου
Quant Q&A

The discussion asks whether trade and order-book data can reveal when a large order was split into smaller executions. It distinguishes identifying one participant’s activity from grouping executions caused by a single marketable order. Order identifiers do…

Μικροδομή αγοράςΕκτέλεση εντολώνΣυναλλαγές υψηλής συχνότηταςΜετοχές
Quant Q&A

The question outlines a Monte Carlo approach to option-adjusted spread (OAS) for a mortgage-backed security: simulate interest rates, derive mortgage rates along each path, project cash flows, discount them, average the resulting values, and find the spread…

Τίτλοι σταθερού εισοδήματοςΔικαιώματα προαίρεσηςΑποτίμηση παραγώγωνΣτατιστική
Quant Q&A

The discussion compares ways to define bond carry, especially the proposed measure of yield minus repo financing. One answer distinguishes cash income after financing—coupon less repo—from a broader return measure that can include pull to par and yield curve…

Τίτλοι σταθερού εισοδήματοςCarryΔιαχείριση κινδύνου
Quant Q&A

The discussion asks how to build a static hedge for an up-and-out call on the S&P 500. Its central point is that European options alone generally cannot provide an exact static hedge for a barrier option. A barrier’s payoff depends on whether and when the…

Δικαιώματα προαίρεσηςΑποτίμηση παραγώγωνΔιαχείριση κινδύνου