Normally distributed student reaction time

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SUMMARY

The discussion centers on calculating probabilities related to normally distributed student reaction times. The calculations utilize the standard normal distribution, specifically applying the Z-score formula. Key results include P(X>0.5)=0.5, P(0.45x)=0.9. These calculations confirm the correct application of statistical methods for analyzing reaction time data.

PREREQUISITES
  • Understanding of normal distribution and Z-scores
  • Familiarity with probability notation and calculations
  • Knowledge of statistical concepts such as cumulative distribution functions
  • Basic proficiency in using statistical software or calculators
NEXT STEPS
  • Study the properties of the normal distribution in depth
  • Learn how to calculate Z-scores and interpret them
  • Explore the use of statistical software for probability calculations
  • Investigate applications of normal distribution in real-world scenarios
USEFUL FOR

Students, educators, and professionals in statistics or psychology who are analyzing reaction time data or conducting experiments involving normally distributed variables.

archaic
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Homework Statement
In a lab, the reaction time of the students to an event related to the experiment they are conducting is normally distributed with ##\mu=0.5## seconds, and ##\sigma=0.05## seconds.
1) What is the probability that a student will react after more than ##0.5## seconds?
2) What is the probability that a student's reaction time falls between ##0.45##, and ##0.55## seconds?
3) What is the reaction time that is exceeded ##90\%## of time?
Relevant Equations
.
1) ##P(X>0.5)=P(Z>0)=0.5##
2) ##P(0.45<X<0.55)=P(X<0.55)-P(X<0.45)=P(Z<1)-P(Z<-1)\approx68\%##
3) ##P(X>x)=0.9\Leftrightarrow P(Z>\frac{x-0.5}{0.05})=0.9\Leftrightarrow1-P(Z\leq\frac{x-0.5}{0.05})=0.9\Leftrightarrow P(Z\leq\frac{x-0.5}{0.05})=0.1##
I find that ##\frac{x-0.5}{0.05}=-1.28##, which gives me ##x=0.436##.

Correct? Thank you!
 
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