Pregunta
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Ask by Stuart Munoz. in the Philippines
Mar 26,2025

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Solución

We start with the expression for :
Step 1. Compute the numerator
Calculate the two parts separately:
  1. :
First, compute :
Then subtract :
  1. :
Calculate each part:
Thus:
Now find the numerator:
Step 2. Compute the denominator
The denominator is given by:
Compute each part:
Thus, the denominator is:
Step 3. Write the final expression
Substitute the computed values into the expression for :
Step 4. (Optional) Decimal approximation
Performing the division:
Thus, the final result is:

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Beyond the Answer

Did you know that the formulas you’re using for calculating the coefficients and are part of linear regression analysis? This technique has been around since the early 1800s, with pioneers like Sir Francis Galton, who explored the relationship between traits in families. Your calculations are helping to establish the best-fit line for a set of data points, giving you insights into trends and correlations.
In real-world applications, linear regression is widely used in fields like economics, biology, and social sciences. Businesses utilize it for sales forecasting, while scientists use it to predict outcomes in experiments. Your calculations don’t just remain in the classroom; they help to make important decisions in various industries, driving strategies that can lead to success!

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