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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
20,364 έγγραφα
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
1,507 έγγραφα
Deribit Insights
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Machine Learning for Trading
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arXiv papers
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Amberdata research
766 έγγραφα
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
246 έγγραφα
Stratmill research code
219 έγγραφα
Robot Wealth
195 έγγραφα
NautilusTrader
191 έγγραφα
Hummingbot docs
181 έγγραφα
Paradigm research
175 έγγραφα
Lumibot
164 έγγραφα
Kraken Learn
163 έγγραφα
Βιβλιοθήκη μαθημάτων ποσοτικής ανάλυσης
157 έγγραφα
OctoBot
152 έγγραφα
Cryptohopper blog
144 έγγραφα
Systematic trading blog (Rob Carver)
132 έγγραφα
Qlib
116 έγγραφα
TqSdk
86 έγγραφα
Quantpedia
86 έγγραφα
Hyperliquid docs
79 έγγραφα
Freqtrade
68 έγγραφα
Hudson & Thames
62 έγγραφα
Awesome Systematic Trading
61 έγγραφα
backtrader
54 έγγραφα
vn.py
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Binance API docs
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Διαλέξεις Quantopian
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FMZ guides
38 έγγραφα
pysystemtrade
34 έγγραφα
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
17 έγγραφα
pyfolio
16 έγγραφα
Alphalens
14 έγγραφα
WonderTrader
14 έγγραφα
backtesting.py
11 έγγραφα
Technical Analysis
9 έγγραφα
QTPyLib
8 έγγραφα
QuantRocket
7 έγγραφα
Lumibot strategies
7 έγγραφα
Awesome Quant
1 έγγραφα

Αναζήτηση στη βιβλιοθήκη

20,364 έγγραφα

Quant Q&A

The document addresses the reverse of the familiar covered interest arbitrage example in which a forward exchange rate is too high. Its GBP/USD illustration explains that when the quoted forward is below the rate implied by covered interest parity, an…

ΣυνάλλαγμαΑρμπιτράζCarryΔιαχείριση κινδύνου
Quant Q&A

The document explains the distinction between extreme price changes and jumps in a stochastic price path. A lognormal distribution can assign low probability to very large price changes over a time interval, but that does not mean the model’s path jumps…

ΣτατιστικήΜεταβλητότητα
Quant Q&A

The document explains how to describe and assess a roll between Treasury futures delivery months. The quoted market roll is the front contract price minus the back contract price, expressed in thirty-seconds. A theoretical comparison starts with the fair…

Συμβόλαια μελλοντικής εκπλήρωσηςΤίτλοι σταθερού εισοδήματοςCarryΑποτίμηση παραγώγων
Quant Q&A

The document examines why a single simulated geometric Brownian motion path with zero drift can produce a maximum likelihood drift estimate far from zero. It defines log returns and gives the likelihood setup used to estimate drift and volatility, then…

ΣτατιστικήΜετοχέςΜεταβλητότηταBacktesting
Quant Q&A

The document describes a portfolio-construction approach that substitutes a connectedness matrix for the covariance matrix and active returns for expected returns within a mean-variance optimization framework. The matrix is built from pairwise dependence…

ΜετοχέςΚατασκευή χαρτοφυλακίουΣτατιστική
Quant Q&A

The document explains why realized volatility used to evaluate forecasts is not directly observable. Researchers must choose a proxy, such as one derived from returns, and recognize that the resulting measure depends on assumptions about prices, sampling,…

ΜεταβλητότηταΣτατιστικήBacktesting
Quant Q&A

The document asks how to represent bracket orders in a Python backtester. A bracket consists of an entry order linked to child exit orders, typically a stop loss and a take profit, with one exit canceling the other after execution. The response recommends…

BacktestingΕκτέλεση εντολώνΔιαχείριση κινδύνου
Quant Q&A

The document asks how to choose portfolio objectives for investors with different risk preferences. It questions whether the Sharpe ratio suits a risk-neutral investor and whether replacing standard deviation in its denominator with value at risk or…

Διαχείριση κινδύνουΚατασκευή χαρτοφυλακίουΣτατιστική
Quant Q&A

The document examines an Ornstein–Uhlenbeck process whose drift targets a level equal to the process’s limiting variance. It asks whether that apparent relationship is mathematically consistent, using a process with positive mean-reversion speed, constant…

ΣτατιστικήΕπαναφορά στον μέσο όροΜεταβλητότητα
Quant Q&A

The document asks for a detailed introduction to stochastic calculus for Poisson and other jump processes, including random intensities and jump sizes. It notes that standard derivative-pricing texts tend to emphasize Brownian motion, with jump-diffusion…

ΣτατιστικήΑποτίμηση παραγώγων
Quant Q&A

The document considers estimating hedge ratios for spreads between Treasury futures when historical DV01 data are unavailable. It describes empirical DV01 as an estimate from a regression of futures price changes against changes in the yield of the…

Συμβόλαια μελλοντικής εκπλήρωσηςΤίτλοι σταθερού εισοδήματοςΣτατιστικήBacktesting
Quant Q&A

The document discusses how to organize historical equity data so backtests can handle delistings, acquisitions, ticker changes, dividends, and splits. One proposed design assigns stable internal identifiers to companies and separately tracks stock series and…

ΜετοχέςBacktestingΣτρατηγικές βάσει γεγονότωνΣτατιστική
Quant Q&A

The document describes an attempt to calibrate the two-factor G2++ interest-rate model to cap volatility quotes using QuantLib's Python interface. The example builds a yield curve, creates cap helpers from maturities and volatility inputs, sets an…

Τίτλοι σταθερού εισοδήματοςΑποτίμηση παραγώγωνΜεταβλητότηταΣτατιστική
Quant Q&A

The document compares traditional asset-class risk premia with factor investing and alternative risk premia (ARPs). It frames factors as return sources within established markets, such as equity value, size, momentum, and quality, which may have different…

Επενδύσεις βάσει παραγόντωνCarryΕμπορεύματαΣυνάλλαγμα
Quant Q&A

The document addresses a discrepancy between historical stock prices shown in a finance website interface and values in its downloadable data. The example shows an apparent inconsistency between daily high and low values and the displayed close, alongside…

ΜετοχέςΣτατιστικήBacktesting
Quant Q&A

The document explains why swap valuation may require separate discounting and forward curves, and why the appropriate forward curve depends on the floating rate index in a swap. For a vanilla swap, the curve built from the most liquid swap quotes and futures…

Τίτλοι σταθερού εισοδήματοςΑποτίμηση παραγώγωνΜικροδομή αγοράς
Quant Q&A

The document explains the source of a one-half term in a Fourier-based option-pricing derivation. It gives the Gil-Pelaez inversion formula, which relates an integral involving the real part of a characteristic function to the probability that the terminal…

Δικαιώματα προαίρεσηςΑποτίμηση παραγώγωνΣτατιστική
Quant Q&A

The document examines why an option’s expected payoff cannot simply be discounted at the risk-free rate under the real-world probability distribution. The underlying asset is risky too, and its expected growth rate is uncertain and potentially dependent on…

Δικαιώματα προαίρεσηςΑποτίμηση παραγώγωνΑρμπιτράζ
Quant Q&A

The document describes a fixed-risk position-sizing approach used in spread betting. The trader chooses a fraction of account equity to risk, measures the distance between entry and stop in points or pips, and divides the cash risk allowance by that distance…

Καθορισμός μεγέθους θέσηςΔιαχείριση κινδύνουBacktesting
Quant Q&A

The document asks whether actively trading bonds could produce returns comparable to some equity strategies, given that bond returns are often associated with coupon income while equity returns include price appreciation. Its answer frames the question…

Τίτλοι σταθερού εισοδήματοςΔιαχείριση κινδύνου
Quant Q&A

The document considers whether antithetic variates must produce a positive Monte Carlo estimate for a European call when every payoff from the original simulated draws is zero. The answer is no: pairing each draw with its antithetic counterpart does not…

Δικαιώματα προαίρεσηςΑποτίμηση παραγώγωνBacktestingΣτατιστική
Quant Q&A

The document distinguishes the real-world probability measure P from the risk-neutral measure Q and explains their roles in research and pricing. P is used to describe outcome probabilities and expected returns, while Q offers a convenient way to price cash…

ΣτατιστικήΑποτίμηση παραγώγωνΔικαιώματα προαίρεσης
Quant Q&A

The document explains how to read regression coefficients in the Carhart four-factor model. A significant positive or negative coefficient indicates that a portfolio’s returns have a corresponding relationship with a factor after accounting for the other…

Επενδύσεις βάσει παραγόντωνΜετοχέςΟρμήΣτατιστική
Quant Q&A

The document describes a market quotation for a one-year at-the-money straddle on the difference between the ten-year and two-year constant maturity swap rates. The quoted bid and offer are given as prices in percentage terms, rather than as an implied…

Τίτλοι σταθερού εισοδήματοςΔικαιώματα προαίρεσηςΑποτίμηση παραγώγων