📈 Stock Market Prophet

Predict future stock prices using linear regression!

🎮 Game Controls

Select Stock:

Difficulty:

Round:0
Total Score:0
Avg Error:$0.00
Best Accuracy:0%

💡 How to Play:

1. Study the historical stock prices
2. Predict the next day's price
3. See the regression line and compare
4. Score based on accuracy!

Closer prediction = Higher score!

Current Round Score

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📊 Results

Your Prediction: $0
Actual (Regression): $0
Error: $0
Round Score: 0 points

📚 Linear Regression in Finance

Linear regression is widely used in finance for trend analysis, price prediction, and risk assessment. By fitting a line through historical data points, we can identify trends and make educated predictions about future values. The equation y = mx + b gives us the trend line, where m is the slope (rate of change) and b is the y-intercept (starting value).