Math Problem Statement

Evaluate the ratio of integrals: \(\frac{\int_0^\infty v^n e^{-v \sum x_i} dv}{\int_0^\infty v^{n+1} e^{-v \sum x_i} dv}\)

Solution

The image you've provided shows the following expression:

0vnevxidv0vn+1evxidv\frac{\int_0^\infty v^n e^{-v \sum x_i} dv}{\int_0^\infty v^{n+1} e^{-v \sum x_i} dv}

This is a ratio of two integrals involving an exponential function. The integrals are of the form:

0vkeavdv\int_0^\infty v^k e^{-a v} dv

where kk is an exponent (in this case, nn or n+1n+1) and a=xia = \sum x_i.

Solving the integrals:

This type of integral is a standard gamma function integral. Specifically, we use the result:

0vkeavdv=Γ(k+1)ak+1\int_0^\infty v^k e^{-a v} dv = \frac{\Gamma(k+1)}{a^{k+1}}

Thus, applying this to both integrals:

  1. For the numerator: 0vnevxidv=Γ(n+1)(xi)n+1\int_0^\infty v^n e^{-v \sum x_i} dv = \frac{\Gamma(n+1)}{(\sum x_i)^{n+1}}

  2. For the denominator: 0vn+1evxidv=Γ(n+2)(xi)n+2\int_0^\infty v^{n+1} e^{-v \sum x_i} dv = \frac{\Gamma(n+2)}{(\sum x_i)^{n+2}}

Simplifying the ratio:

Now, divide the numerator by the denominator:

Γ(n+1)(xi)n+1Γ(n+2)(xi)n+2\frac{\frac{\Gamma(n+1)}{(\sum x_i)^{n+1}}}{\frac{\Gamma(n+2)}{(\sum x_i)^{n+2}}}

This simplifies to:

Γ(n+1)Γ(n+2)(xi)\frac{\Gamma(n+1)}{\Gamma(n+2)} \cdot (\sum x_i)

Using the property of the gamma function Γ(n+2)=(n+1)Γ(n+1)\Gamma(n+2) = (n+1)\Gamma(n+1), the ratio simplifies to:

1n+1(xi)\frac{1}{n+1} \cdot (\sum x_i)

Final result:

The expression evaluates to:

xin+1\frac{\sum x_i}{n+1}

This is the simplified result of the given ratio of integrals.

Would you like further details on any part of this solution? Let me know if you'd like a step-by-step breakdown or have specific questions.

Here are 5 related questions to explore:

  1. What is the gamma function, and how is it defined?
  2. How can we generalize this result to other types of exponential integrals?
  3. What happens to this ratio when n=0n = 0?
  4. How does this apply to probability distributions, particularly the Gamma distribution?
  5. Can this method be extended to multi-dimensional integrals?

Tip: The Gamma function generalizes the factorial function to non-integer values, and it often appears in integrals involving exponential terms.

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Math Problem Analysis

Mathematical Concepts

Gamma function
Exponential integrals
Integration

Formulas

\(\int_0^\infty v^k e^{-a v} dv = \frac{\Gamma(k+1)}{a^{k+1}}\)
\(\Gamma(n+2) = (n+1)\Gamma(n+1)\)

Theorems

Gamma function properties

Suitable Grade Level

Undergraduate level (Calculus and Higher Mathematics)