If \[{\text{X}}\] follow a binomial distribution with parameters \[{\text{n = 100}}\] and \[{\text{p = }}\dfrac{1}{3}\] then \[{\text{P(X = r)}}\] is maximum when \[r = \]___________
Answer
655.8k+ views
Hint: This problem comes under probability in binomial distribution which means the possible outcomes of the trial has two that is success or failure. There must be a fixed number of trails \[\left( n \right)\]. First we need to find the mode of binomial distribution and complete step by step explanation.
Complete step-by-step answer:
Let \[r\] is mode \[P(X = r)\]
We need to solve in two cases for the mode of binomial distribution because the values may be an integer and not an integer.
Case (i) : The mode of binomial distribution is \[(n + 1)p\] is an integer and there are two modal values.
They are \[(n + 1)p{\text{ and }}(n + 1)p - 1\]
Thus case (i) does not exist because there may be two values.
Case (ii) : The mode of binomial distribution is \[(n + 1)p\] is not an integer and there exists only unique modal value.
Like previous case the model values exists same but unique and has only one value and integral part of \[(n + 1)p\]
Thus case (ii) exists, we get
The given binomial distribution has parameters
\[ \Rightarrow n = 100\]
\[ \Rightarrow p = \dfrac{1}{3}\]
Now, substitute \[n\] and \[p\] value in integral part of binomial distribution,
\[ \Rightarrow (n + 1)p\]
\[ \Rightarrow (100 + 1)\dfrac{1}{3}\]
Now, add values and the value will be in the mixed fraction and we want to convert in improper fraction, we get
\[ \Rightarrow \dfrac{{101}}{3}\]
Now, diving the fraction we get
\[ = 33.67\] which is not an integer.
Hence, the unique mode is \[33\], by taking an approximate value.
\[\therefore P(X = r)\] will be maximum when \[r = 3\]
Note: The problem has to be in the form of unique integral value, for that we have found in two cases. Like this type of problems need attention on mode and parameters this type comes when there are a fixed number of trials \[\left( n \right)\].
Complete step-by-step answer:
Let \[r\] is mode \[P(X = r)\]
We need to solve in two cases for the mode of binomial distribution because the values may be an integer and not an integer.
Case (i) : The mode of binomial distribution is \[(n + 1)p\] is an integer and there are two modal values.
They are \[(n + 1)p{\text{ and }}(n + 1)p - 1\]
Thus case (i) does not exist because there may be two values.
Case (ii) : The mode of binomial distribution is \[(n + 1)p\] is not an integer and there exists only unique modal value.
Like previous case the model values exists same but unique and has only one value and integral part of \[(n + 1)p\]
Thus case (ii) exists, we get
The given binomial distribution has parameters
\[ \Rightarrow n = 100\]
\[ \Rightarrow p = \dfrac{1}{3}\]
Now, substitute \[n\] and \[p\] value in integral part of binomial distribution,
\[ \Rightarrow (n + 1)p\]
\[ \Rightarrow (100 + 1)\dfrac{1}{3}\]
Now, add values and the value will be in the mixed fraction and we want to convert in improper fraction, we get
\[ \Rightarrow \dfrac{{101}}{3}\]
Now, diving the fraction we get
\[ = 33.67\] which is not an integer.
Hence, the unique mode is \[33\], by taking an approximate value.
\[\therefore P(X = r)\] will be maximum when \[r = 3\]
Note: The problem has to be in the form of unique integral value, for that we have found in two cases. Like this type of problems need attention on mode and parameters this type comes when there are a fixed number of trials \[\left( n \right)\].
Recently Updated Pages
What is BLO What is the full form of BLO class 8 social science CBSE

Explain the Treaty of Vienna of 1815 class 10 social science CBSE

10 examples of friction in our daily life

Draw a diagram of nephron and explain its structur class 11 biology CBSE

Write structures of the following compounds i 2 Chloro3methylpentane class 11 chemistry CBSE

A Paragraph on Pollution in about 100-150 Words

Trending doubts
Draw a labelled sketch of the human eye class 12 physics CBSE

Which are the Top 10 Largest Countries of the World?

Differentiate between homogeneous and heterogeneous class 12 chemistry CBSE

Draw ray diagrams each showing i myopic eye and ii class 12 physics CBSE

Which is the correct genotypic ratio of mendel dihybrid class 12 biology CBSE

What is the Full Form of PVC, PET, HDPE, LDPE, PP and PS ?

