1-200 Moving Average System 편집하기

'''1-200 Moving Average System''' is a trend-following trading strategy that uses the relationship between the 1-day and 200-day moving averages to generate buy and sell signals. This system is widely used in technical analysis to capture long-term trends and avoid false signals.
==Concept==
The strategy relies on:
*'''1-day moving average (1MA)''' – Represents the most recent closing price.
*'''200-day moving average (200MA)''' – Represents the long-term trend.
Traders use this system to identify bullish and bearish market conditions based on the position of the 1-day moving average relative to the 200-day moving average.
==Trading Rules==
#'''Buy Signal''' – When the price (1MA) crosses above the 200MA, indicating an uptrend (Golden Cross).
#'''Sell Signal''' – When the price (1MA) crosses below the 200MA, indicating a downtrend (Death Cross).
==Example==
A simple implementation of the 1-200 moving average system in Python:<syntaxhighlight lang="python">
import pandas as pd
import matplotlib.pyplot as plt

# Load historical stock data
df = pd.read_csv("stock_prices.csv")

# Compute moving averages
df["1MA"] = df["Close"]
df["200MA"] = df["Close"].rolling(window=200).mean()

# Generate buy and sell signals
df["Signal"] = (df["1MA"] > df["200MA"]).astype(int)

# Plot the data
plt.plot(df["Close"], label="Stock Price")
plt.plot(df["200MA"], label="200-Day Moving Average", linestyle="dashed")
plt.legend()
plt.show()
</syntaxhighlight>
==Advantages==
*'''Simple to Implement'''
** Easy to calculate and interpret.
*'''Effective for Trend Following'''
**Helps capture long-term trends.
*'''Reduces Market Noise'''
**Filters out short-term fluctuations.
==Limitations==
* '''Lagging Indicator'''
**Signals appear after trends have started.
*'''Whipsaw Risk'''
** Frequent false signals in sideways markets.
*'''Not Suitable for Short-Term Trading'''
**Designed for long-term trend identification.
==Applications==
*'''Stock Trading'''**Commonly used in equity markets.
*'''Forex Trading'''
**Helps traders identify major currency trends.
*'''Cryptocurrency'''
**Used to navigate volatile crypto markets.
==See Also==
*[[Moving Average]]
* [[Golden Cross]]
*[[Death Cross]]
*[[Trend Following Strategy]]
*[[Technical Analysis]]