Probability of Finding Shrubs in Jojoba Acres

  • Thread starter Thread starter Cyrus
  • Start date Start date
  • Tags Tags
    Probability
Click For Summary
SUMMARY

The discussion centers on calculating the probability of finding shrubs in jojoba acres, specifically using a Poisson distribution model. An agronomist reports an average of 2 shrubs per acre (μ = 2). The probabilities for finding 5 shrubs across different acreages were calculated, revealing inconsistencies when applying a Binomial model. The consensus is that a Poisson distribution (X ~ P(2)) is more appropriate for this scenario, particularly for determining probabilities over varying acreages.

PREREQUISITES
  • Understanding of Poisson distribution and its applications
  • Basic probability theory, including random variables
  • Familiarity with agronomy and shrub density concepts
  • Knowledge of statistical modeling techniques
NEXT STEPS
  • Study the properties and applications of Poisson distribution in real-world scenarios
  • Learn how to calculate probabilities using Poisson distribution
  • Explore agronomic factors affecting shrub density in agricultural settings
  • Investigate statistical modeling techniques for ecological data analysis
USEFUL FOR

Agronomists, statisticians, ecologists, and anyone involved in agricultural research or ecological modeling will benefit from this discussion.

Cyrus
Messages
3,246
Reaction score
17
4)An agronomist has found an average of 2 shrubs per acre of jojoba, which serves as the source for transmission oil. Find the Following probabilities:
a) That 5 plants will be found when the number of acre search is (1) one; (2) two;
or (3) three.
b) That no plants will be found in searching the next (1) .5 acre; (2) 1 acre; or (3)
1.5 acres

I want to just do this, but I don't think I can:

The Agronomist finds an average of 2 shrubs per 1 acre jojoba. μ = 2

The probability is given by: μ = np, hence: p = (μ/n)

a.) (1) p = (2/5) = 0.4 (2) p = (2)/(5/2) = 0.8 (3) p = 1.2


120% does not seem rational. If its going to happen, it should be 100% at most.
 
Last edited:
Physics news on Phys.org
Hi!

First things first,definitions! Let X be the random variable for the number of shrubs per acre of jojoba.

In my opinion, X should follow a Poisson distribution, as there is theoretically no limit to the number of shrubs we can find, instead of a Binomial model as seen in your calculations. Hence, [tex]X \sim P_0(2)[/tex]
With this, you should be able to proceed with your working for (a).

As for part (b), I think we should pay some attention to the word "next". This probably means that there is some restriction on the probability. I think the question means that the agronomist should find 5 plants in the first area of land... but which area (1, 2, or 3 acres) should we use?
 

Similar threads

  • · Replies 13 ·
Replies
13
Views
2K
  • · Replies 13 ·
Replies
13
Views
2K
  • · Replies 6 ·
Replies
6
Views
2K
  • · Replies 4 ·
Replies
4
Views
2K
Replies
2
Views
4K
  • · Replies 30 ·
2
Replies
30
Views
5K
  • · Replies 11 ·
Replies
11
Views
2K
  • · Replies 1 ·
Replies
1
Views
5K
  • · Replies 2 ·
Replies
2
Views
2K
  • · Replies 8 ·
Replies
8
Views
2K