Math Problem Statement

solve: (((∑xy)-(b∑x))/(∑x))=(∑y)-(b∑1)

Solution

To solve the equation (xybxx)=yb1\left(\frac{\sum xy - b \sum x}{\sum x}\right) = \sum y - b \sum 1, let's proceed step by step.

Step 1: Start with the given equation

xybxx=yb1\frac{\sum xy - b \sum x}{\sum x} = \sum y - b \sum 1

Step 2: Multiply both sides by x\sum x to eliminate the denominator

xybx=(yb1)x\sum xy - b \sum x = \left(\sum y - b \sum 1\right) \sum x

Step 3: Expand the right-hand side

xybx=yxb(1)(x)\sum xy - b \sum x = \sum y \sum x - b (\sum 1) (\sum x)

Step 4: Rearrange terms to isolate the terms involving bb

xyyx=b(x1x)\sum xy - \sum y \sum x = b \left(\sum x \sum 1 - \sum x\right)

Step 5: Simplify the equation

Recognize that 1\sum 1 is simply the count of terms, denoted as nn, so we have: x1=nx\sum x \sum 1 = n \sum x Thus, the equation becomes: xyyx=b(nxx)\sum xy - \sum y \sum x = b \left(n \sum x - \sum x\right)

Step 6: Factor the right-hand side

xyyx=b(n1)x\sum xy - \sum y \sum x = b (n - 1) \sum x

Step 7: Solve for bb

b=xyyx(n1)xb = \frac{\sum xy - \sum y \sum x}{(n - 1) \sum x}

This equation gives the value of bb in terms of the summations involving xx and yy.

Would you like to dive into more details or have any further questions?


Here are five related questions:

  1. How do the sums x\sum x and y\sum y relate to mean values?
  2. What are some scenarios where this equation might be useful?
  3. How would the equation change if one of the sums were zero?
  4. Can we generalize this approach for a different variable or function?
  5. What role does the term n1n - 1 play in the context of statistical measures?

Tip: Always double-check your summation indices and limits to ensure the accuracy of your solutions, especially in complex equations.

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Math Problem Analysis

Mathematical Concepts

Linear Algebra
Statistical Analysis

Formulas

Linear regression formula

Theorems

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Suitable Grade Level

Undergraduate