Which Asymptotic Equation is More Accurate for Large Values of Rho?

  • Context: Graduate 
  • Thread starter Thread starter EngWiPy
  • Start date Start date
  • Tags Tags
    Approximation
Click For Summary
SUMMARY

The discussion confirms that for large values of rho, the asymptotic equation 1 - ∏m=1M(1 - ρ-xm) is more accurate than 1 - ∏m=1M(1 - ρ-xm) ≈ ρ-min(m)xm. The first expression provides a precise approximation, while the second can be used if the minimum xm appears only once. If it occurs multiple times, the result must be adjusted by multiplying by the number of occurrences of the minimum.

PREREQUISITES
  • Understanding of asymptotic analysis
  • Familiarity with mathematical notation for products and summations
  • Knowledge of limits and behavior of functions as variables approach infinity
  • Basic concepts of statistical distributions related to rho
NEXT STEPS
  • Research asymptotic analysis techniques in mathematical statistics
  • Study the properties of products and sums in asymptotic equations
  • Explore the implications of minimum values in statistical distributions
  • Learn about the applications of asymptotic approximations in real-world scenarios
USEFUL FOR

Mathematicians, statisticians, and researchers involved in asymptotic analysis and approximation methods, particularly those working with large sample sizes or statistical distributions influenced by rho.

EngWiPy
Messages
1,361
Reaction score
61
Hello all,

Which of the following asymptotic equations (as rho goes to infinity) correct:

1-\prod_{m=1}^M(1-\rho^{-x_m})\doteq \sum_{m=1}^M \rho^{-x_m}

or

1-\prod_{m=1}^M(1-\rho^{-x_m})\doteq \rho^{-\underset{m}{\min}x_m}

Thanks
 
Last edited:
Mathematics news on Phys.org
The first expression is more accurate. The second will do as long as the min xm appears only once. If it appears more than once, you need to multiply by the number of occurrences.
 

Similar threads

Replies
10
Views
2K
  • · Replies 6 ·
Replies
6
Views
3K
  • · Replies 3 ·
Replies
3
Views
2K
Replies
6
Views
2K
  • · Replies 3 ·
Replies
3
Views
2K
Replies
8
Views
2K
  • · Replies 11 ·
Replies
11
Views
4K
  • · Replies 1 ·
Replies
1
Views
2K
  • · Replies 4 ·
Replies
4
Views
2K
  • · Replies 1 ·
Replies
1
Views
3K