How can I calculate the probability of X = 1,2,3 in a three-toss die experiment?

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SUMMARY

The probability of obtaining different faces when tossing a die three times can be calculated by defining X as the number of distinct faces that appear, where X can take values of 1, 2, or 3. To compute P(X = 1, 2, 3), two methods are established: enumerating all possible outcomes or applying combinatorial techniques. The first method involves listing all triplet combinations, while the second method leverages combinatorial counting for efficiency, focusing on the distinct arrangements of faces.

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  • Understanding of basic probability concepts
  • Familiarity with combinatorial counting techniques
  • Knowledge of outcomes in discrete random experiments
  • Ability to enumerate combinations and permutations
NEXT STEPS
  • Study combinatorial probability methods
  • Learn about enumerating outcomes in discrete experiments
  • Explore the concept of multinomial distributions
  • Practice calculating probabilities in similar multi-toss scenarios
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Students in statistics, educators teaching probability, and anyone interested in understanding combinatorial probability in discrete experiments.

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Consider the experiment of tossing a die thrice. X is defined as the number of different faces that appear (i.e., X = 1,2,3). What is meant by the "number of different faces that appear"? Could you help me how could I get P(X = 1,2,3)?
 
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well,
u r rolling three dice ... so u could get them all different so number of different faces u will have is 3 ... or you could get 2 same numbers but 1 different , so number of different faces u see is 2 ... or u could get all the three numbers same which means number of different faces u see is 1.

so X can take values 1,2 and 3.

Now u can solve it pretty easily in two possible ways ,
1> enumerate all possible triplets
(1,1,1),(1,1,2),...(6,6,6).
then simply do the counting.

2> if you are good at combinatorics ... then u can do it faster by considering
a. number of ways u can get all three numbers different
b. number of ways u can get two numbers same and 1 different
c. number of ways u can get all three numbers same

-- AI
 

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