trading-strategy-simulation

Unverified Other strategy on Multi by chuxinh. BotFinder score 18 out of 100.

Comparing dollar-cost averaging frequencies 🤓

Source: github

Explorer/Multi/trading-strategy-simulation
18
Data index
MultiMedium risk⚠ Unverified

trading-strategy-simulation

chuxinhGitHub
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Max drawdown
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Win rate
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Track record
5.7y
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About

trading-strategy-simulation

Trading Strategy Simulation 📈 Comparing dollar-cost averaging trading frequencies This repository explores the topic of dollar-cost averaging strategy for investing, and how risk and return of assets could change as the investment interval varies. We are typically interested in comparing weekly (5-day) vs monthly (20-day) investment frequency. The dataset is pulled via this python package yahoofinancials. We do backtesting by randomly sampling historical prices over a 5-year period since 2016 to construct portfolios, and use hypothesis testing to see if there's any significant difference between risks and returns over the studied period. You can also find a related blog post on my website. Kudos to Paul Tune and Cuong Duong for the code review! Getting started In order to run the notebook, you need to have all the required packages installed, run: 📬 Wanna to stay in touch I tweet about data, tech, China, music and art @chuxinh. Stay up-to-date by subscribing to my newsletter.   Disclaimer The work in this notebook is provided for informational purposes only, and should not be re

Jupyter NotebookOpen-sourcefinancial-analysissimulationstatistical-analysistrading-strategies
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Source
chuxinh
Since 2017 · 1 bots

Open-source maintainer on GitHub.

Trust 0Profile
Score & reliability18/100
Perf data0/35
Community0/25
Evidence8/20
Recency10/10
Verification0/10

Data-completeness & trust index (not a profitability rating)

Source facts
Stars15
Forks7
Open issues0
LanguageJupyter Notebook
License—
Last update2024-04-23
Created2021-02-08
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