Average displacement based on probability .

In summary: Assuming <x> still means average (a non-standard notation), then the answer is yes. An average of zero does not mean that there is no variation in the results. There is still a root mean square of results minus average.Could you please clarify the following words you typed? I'm sorry, but I still have trouble understanding. Then, what's the point of <x> =0 (yep, it means average) if it's possible?:No. There can be one displacement of -1,000 and it would take one thousand displacements of 1 to average out to 0. So larger displacements in one direction have more effect on the average than small displacements.In the example I mentioned,
  • #1
terp.asessed
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I am just curious, if I happen to get average value of displacement x = 0 (as in <x> = 0), does it mean it is zero because there are equal chances of being right or left of the initial position (assuming a point moves horizontally only, to right or left of the initial postion = 0)? Then, even if I want to know how long it takes for a point to take from one place to another, would <x> be of no use in answering a question as to how long a point usually takes?

Oh, I am also curious as to if it be still possible to derive root-mean-square even if displacement <x> = 0?
 
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  • #2
terp.asessed said:
If I happen to get average value of displacement x = 0 (as in <x> = 0), does it mean it is zero because there are equal chances of being right or left of the initial position.
No. There can be one displacement of -1,000 and it would take one thousand displacements of 1 to average out to 0. So larger displacements in one direction have more effect on the average than small displacements.
Oh, I am also curious as to if it be still possible to derive root-mean-square even if displacement <x> = 0?
Assuming <x> still means average (a non-standard notation), then the answer is yes. An average of zero does not mean that there is no variation in the results. There is still a root mean square of results minus average.
 
  • #3
Could you please clarify the following words you typed? I'm sorry, but I still have trouble understanding. Then, what's the point of <x> =0 (yep, it means average) if it's possible?:

No. There can be one displacement of -1,000 and it would take one thousand displacements of 1 to average out to 0. So larger displacements in one direction have more effect on the average than small displacements.
 
  • #4
In the example I mentioned, there are 10001 values. One value of -1000 and a thousand values of 1. So the average is (-1000 + 1 + 1 + ...+1)/1001, where there are a thousand 1s. That is 0/1001 = 0. So the one large displacement in the negative direction had much more influence on the average than anyone of the 1's.
 
  • #5
Hmmm. Interesting. But, if, in another example, a person walks to both sides equally, which means that there are equal displacement in both negative and positive, still that would make average to 0. Still, it means that <x> does not necessarily mean there are equal chances of displacement to both sides, right?
 
  • #6
Right
 
  • #7
Thank you! I think I am understanding better!
 
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terp.asessed said:
I am just curious, if I happen to get average value of displacement x = 0 (as in <x> = 0), does it mean it is zero because there are equal chances of being right or left of the initial position (assuming a point moves horizontally only, to right or left of the initial postion = 0)? Then, even if I want to know how long it takes for a point to take from one place to another, would <x> be of no use in answering a question as to how long a point usually takes?

Oh, I am also curious as to if it be still possible to derive root-mean-square even if displacement <x> = 0?

I think this has to see with Random Walks on the Real line, tho with Random Walks you can only figure out the probability of being in a certain spot/coordinate, but I don't know how to take time into account. .
 

FAQ: Average displacement based on probability .

1. What is average displacement based on probability?

Average displacement based on probability is a statistical concept that measures the average distance an object or particle moves from its starting point, taking into account the likelihood of different displacement values occurring. It is commonly used to describe the behavior of particles in a system, such as in Brownian motion.

2. How is average displacement based on probability calculated?

Average displacement based on probability is calculated by multiplying the probability of each displacement value by its corresponding displacement and then summing all of the products. This calculation can be simplified using the mean value theorem, which states that the average value of a function over an interval can be calculated by multiplying the length of the interval by the average value of the function within that interval.

3. What is the significance of average displacement based on probability in science?

Average displacement based on probability is a useful tool in understanding the behavior of particles in a system. It can help scientists make predictions about the movement of particles and the likelihood of certain outcomes. It is also used in fields such as physics, chemistry, and biology to analyze experimental data and make inferences about the underlying processes at work.

4. How does average displacement based on probability differ from other measures of central tendency?

While other measures of central tendency, such as mean, median, and mode, give a single value to describe a set of data, average displacement based on probability takes into account the likelihood of different displacement values occurring. This makes it a more accurate representation of the overall behavior of particles in a system. It also allows for a more nuanced understanding of the data, as it considers the distribution of displacement values rather than just their average value.

5. Can average displacement based on probability be negative?

Yes, average displacement based on probability can be negative. This occurs when the likelihood of a particle moving in one direction is greater than the likelihood of it moving in the opposite direction. In this case, the average displacement will be negative, indicating that the particle is more likely to move away from its starting point.

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