Math Problem Statement

(((∑xy)-(b∑x))/(∑x^2))=(((∑y)-(b∑1))/(∑x)) solve for b

Solution

To solve the given equation for bb, let's start by rewriting the equation clearly:

(xy)bxx2=(y)b1x\frac{(\sum x \cdot y) - b \sum x}{\sum x^2} = \frac{(\sum y) - b \sum 1}{\sum x}

We can proceed by following these steps:

  1. Cross-multiply to eliminate the fractions:

((xy)bx)x=((y)b1)x2\left((\sum x \cdot y) - b \sum x\right) \cdot \sum x = \left((\sum y) - b \sum 1\right) \cdot \sum x^2

  1. Expand both sides:

(xy)xb(x)x=(y)x2b(1)x2(\sum x \cdot y) \cdot \sum x - b (\sum x) \cdot \sum x = (\sum y) \cdot \sum x^2 - b (\sum 1) \cdot \sum x^2

  1. Group the terms involving bb on one side:

b(x)xb(1)x2=(y)x2(xy)xb (\sum x) \cdot \sum x - b (\sum 1) \cdot \sum x^2 = (\sum y) \cdot \sum x^2 - (\sum x \cdot y) \cdot \sum x

  1. Factor out bb on the left-hand side:

b[(x)2(1)x2]=(y)x2(xy)xb \left[(\sum x)^2 - (\sum 1) \cdot \sum x^2\right] = (\sum y) \cdot \sum x^2 - (\sum x \cdot y) \cdot \sum x

  1. Isolate bb:

b=(y)x2(xy)x(x)2(1)x2b = \frac{(\sum y) \cdot \sum x^2 - (\sum x \cdot y) \cdot \sum x}{(\sum x)^2 - (\sum 1) \cdot \sum x^2}

So the solution for bb is:

b=(y)x2(xy)x(x)2(1)x2\boxed{b = \frac{(\sum y) \cdot \sum x^2 - (\sum x \cdot y) \cdot \sum x}{(\sum x)^2 - (\sum 1) \cdot \sum x^2}}

Would you like more details on any of the steps?

Here are some questions that could help deepen understanding:

  1. What is the significance of each summation term in this equation?
  2. How does this equation relate to concepts in statistics, such as linear regression?
  3. Can this form of the equation be simplified further if certain assumptions about the data are made?
  4. How would the equation change if 1\sum 1 equals the number of terms nn?
  5. How does this formula compare with the general formula for the slope in linear regression?

Tip: Cross-multiplying is a helpful technique to eliminate fractions and simplify equations involving ratios.

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Math Problem Analysis

Mathematical Concepts

Linear Algebra
Regression Analysis
Summation Notation

Formulas

Linear Regression Formula

Theorems

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Suitable Grade Level

Advanced Mathematics