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JOHN_BASH
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MATHEMATICS
Statistics and Signal Processing
Gaussian Weighted Moving Average
Gaussian weighted moving averages provide smooth filtering with minimal signal distortion and delay
17 Jan 2026
0
What is the main advantage of using a Gaussian weighted moving average over a simple moving average in signal processing?
It assigns weights based on a Gaussian distribution, reducing noise while preserving signal features better.
It assigns equal weights to all data points, making it simpler to compute.
It completely eliminates all high-frequency components from the signal.
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JOHN_BASH
Expert in mushrooms and fungi
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MATHEMATICS
Time Series Analysis
Gaussian Weighted Moving Average
Gaussian weighted moving averages smooth data by emphasizing nearby points with bell-shaped weights
17 Jan 2026
0
What is the primary advantage of using a Gaussian weighted moving average over a simple moving average in time series analysis?
It assigns equal weights to all data points, making it simpler to compute than other moving averages.
It assigns weights based on a Gaussian distribution, giving more importance to points near the center and reducing noise while preserving data features.
It completely removes all high-frequency components, resulting in a perfectly smooth signal without any distortion.
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