Calculating Probability of Reaction Time Using Normal Distribution

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SUMMARY

The discussion focuses on calculating the probability of reaction time modeled by a normal distribution with a mean (μ) of 1.25 seconds and a standard deviation (σ) of 0.46 seconds. The specific probability sought is that the reaction time falls between 1.0 and 1.75 seconds. The z-scores are calculated as -0.543 and 1.087, which are derived from the formula P((a-μ)/σ ≤ z ≤ (b-μ)/σ). Participants suggest using a calculator or statistical tables to find the corresponding probabilities for these z-scores.

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  • Proficiency in using statistical calculators or software
  • Knowledge of probability theory and integration limits
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Students in statistics, educators teaching probability concepts, and anyone interested in understanding reaction time analysis using normal distribution.

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Homework Statement



It has been suggested that reaction time to brake a signal from standard brake ligths can be modeled with a normal distribution having a mean of 1.25 seconds and a standard deviation of .46 seconds. What is the probability that the reaction time is between 1. and 1.75. Use your calculator to find the probability.

Homework Equations


P(a-μ)/σ ≤ z ≤ (b-μ)/σ


The Attempt at a Solution


(1-1.25)/.46 ≤ z ≤ (1.75-1.25)/.46

-.5434782609 ≤ z ≤ 1.086956533

I did this part because my notes from my teacher do not tell me how to do this on the calculator. however, I tried in the Z-test section, with my input section on stats. I know where to plug the μ and the σ, but not the 1 and 1.75. x (with a line above it), and a n.
 
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The 1 and the 1.75 are the limits of the integration - do you know the equation for a Normal distribution?

You can also work it out using the properties of the normal distribution - and known values for the unit normal - do you have access to tables? Your calculator may have such a table built in - but I don't know what kind you have.
 

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