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1261
CMI-2022-DataScience-B: 19
Recall that for an $n \times n$ matrix $A$, $\text{det}(A)=\operatorname{det}(A^{T})$. Here $A^{T}$ is the transpose of matrix $A$. An $n \times n$ matrix $A$ is said to be skew-symmetric if $a_{i, j}=-a_{j, i}$ ... determinant of an $n \times n$-skew symmetric matrix is $0.$ Give an example of a $2 \times 2$ skew-symmetric matrix whose determinant is non-zero.
Recall that for an $n \times n$ matrix $A$, $\text{det}(A)=\operatorname{det}(A^{T})$. Here $A^{T}$ is the transpose of matrix $A$. An $n \times n$ matrix $A$ is said to ...
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1262
CMI-2022-DataScience-B: 20
An object $X$ is viewed from a camera placed at point $C_{1}$. The camera is then moved to the point $C_{2}$ and $X$ is again viewed from this new position. Suppose $H$ is the plane containing the points $C_{1}$ and $C_{2}$ ... depth $z$ i.e. distance of the object from the camera plane in terms of $f$, the distance $b$ between the cameras, and the disparity.
An object $X$ is viewed from a camera placed at point $C_{1}$. The camera is then moved to the point $C_{2}$ and $X$ is again viewed from this new position. Suppose $H$ i...
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1263
CMI-2022-DataScience-A: 1
Let $X$ be a $\operatorname{Binomial}(n, p)$ random variable with the probability mass function $ \mathbb{P}(X=k)=\left(\begin{array}{l} n \\ k \end{array}\right) p^{k}(1-p)^{n-k}, \quad k=0,1,2, \ldots, n . $ Let $T$ ... $\mathbb{E}\left(T^{2}\right)=n p(1-p)^{n-1}$ $\mathbb{E}(T)=p$ and $\mathbb{V}(T)=p(1-p)$
Let $X$ be a $\operatorname{Binomial}(n, p)$ random variable with the probability mass function$$ \mathbb{P}(X=k)=\left(\begin{array}{l} n \\ k \end{array}\right) p^{k}(1...
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1264
CMI-2022-DataScience-A: 2
Consider the following code, in which $\textsf{A}$ is an array indexed from $\textsf{0}$ and $\textsf{n}$ is the number of elements in $\textsf{A}$. function foo (A, n) { L = 0; R = n - 1; while (L <= R) { i = ceil ((L + R) / 2); if (A [i] , i) { L = i + 1 ; } ... $\textsf{foo (A, 10)}$ return? $ - 5$ $ - 1$ $4$ $6$
Consider the following code, in which $\textsf{A}$ is an array indexed from $\textsf{0}$ and $\textsf{n}$ is the number of elements in $\textsf{A}$.function foo (A, n) { ...
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1265
CMI-2022-DataScience-A: 3
Which of the following statements is/are true? For any real number $r$ with $|r|>1, \displaystyle{}\lim _{n \rightarrow \infty} \sum_{i=1}^{n} 17 r^{n}=\frac{17}{1-r}$. Let $i$ be the positive square root of $-1$ and let $x$ be any real number ... is a probability density function.
Which of the following statements is/are true?For any real number $r$ with $|r|>1, \displaystyle{}\lim _{n \rightarrow \infty} \sum_{i=1}^{n} 17 r^{n}=\frac{17}{1-r}$.Let...
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1266
CMI-2022-DataScience-A: 4
Let $E$ and $F$ be events such that $P\left(E \cap F^{c}\right)=0.2, P\left(F \cap E^{c}\right)=0.3, P\left((E \cap F)^{c}\right)=0.7$, where, for an event $E$, the notation $E^{c}$ denotes the complement of the event. Then we can conclude that $P(E \cup F)=0.8$. $P\left(E^{c} \cap F^{c}\right)=0.3$. $P(F)=0.6$. $P(E)=0.6$.
Let $E$ and $F$ be events such that $P\left(E \cap F^{c}\right)=0.2, P\left(F \cap E^{c}\right)=0.3, P\left((E \cap F)^{c}\right)=0.7$, where, for an event $E$, the notat...
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1267
CMI-2022-DataScience-A: 5
Let $A, B$ be $n \times n$ invertible matrices of real numbers. Let $C=I+A A^{T}, D=I+B A A^{T} B^{T}$. We can conclude that $(A B)^{-1}=\left(I+B^{-1} A^{-1}\right)$ $(A B)^{-1}=A^{-1} B^{-1}$ $C=C^{T}$ $D=D^{T}$
Let $A, B$ be $n \times n$ invertible matrices of real numbers. Let $C=I+A A^{T}, D=I+B A A^{T} B^{T}$. We can conclude that$(A B)^{-1}=\left(I+B^{-1} A^{-1}\right)$$(A B...
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1268
CMI-2022-DataScience-A: 6
A matrix $C$ is said to be symmetric if $C^{T}=C$. Which of the following is/are true? Let $A, B$ be $n \times n$ matrices. If $A$ is symmetric and invertible, then $A^{-1}$ is also symmetric and invertible. If $A$ and $B$ ... $A$ and $B$ are invertible, then $C=A B$ is also invertible. If $A$ and $B$ are symmetric, then $D=A+B$ is also symmetric.
A matrix $C$ is said to be symmetric if $C^{T}=C$. Which of the following is/are true? Let $A, B$ be $n \times n$ matrices.If $A$ is symmetric and invertible, then $A^{-1...
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1269
CMI-2022-DataScience-A: 7
Which of the following statements is/are true? Let $A$ be a $n \times m$ matrix with $n<m$. Then there is a nonzero solution $y$ with $A y=0$ only if $A$ has full row rank. Let $A$ be a $n \times m$ matrix with $n>m$. There is a nonzero solution $y$ with ... , where $B$ has size $n \times r$ and $C$ has size $r \times n$. The rank of $A$ is less than or equal to $r$.
Which of the following statements is/are true?Let $A$ be a $n \times m$ matrix with $n<m$. Then there is a nonzero solution $y$ with $A y=0$ only if $A$ has full row rank...
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1270
CMI-2022-DataScience-A: 8
Let $n \geq 5$ be a natural number, let $X=\left\{x_{1}, x_{2}, \dots, x_{n}\right\}$, and let $Y=\left\{y_{1}, y_{2}\right\}$. Let $F$ be the set of functions from $X$ to $Y$ and $G$ be the set of bijective functions from $X$ to $Y$. ... number of functions in $F$ equals $2^{n}$. The number of functions in $G$ equals $n^{2}-2$. The number of functions in $G$ equals $0.$
Let $n \geq 5$ be a natural number, let $X=\left\{x_{1}, x_{2}, \dots, x_{n}\right\}$, and let $Y=\left\{y_{1}, y_{2}\right\}$. Let $F$ be the set of functions from $X$ t...
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1271
CMI-2022-DataScience-A: 9
In order to select a debating team to represent a school, $7$ students from class XII and $13$ students from class XI were shortlisted and were undergoing trials. The coach had to select a team of $5$ students, out of which at least two students should be from each ...
In order to select a debating team to represent a school, $7$ students from class XII and $13$ students from class XI were shortlisted and were undergoing trials. The coa...
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1272
CMI-2022-DataScience-A: 10
Which of the following plots correspond to a function whose derivative is continuous? (i) and (ii) (ii) and (iii) (iii) and (iv) (ii) and (iv)
Which of the following plots correspond to a function whose derivative is continuous? (i) and (ii)(ii) and (iii)(iii) and (iv)(ii) and (iv)
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1273
CMI-2022-DataScience-A: 11
Which of the following plots correspond to a bijective function? (i) and (ii) (ii) and (iii) (i) and (iv) (iii) and (iv)
Which of the following plots correspond to a bijective function? (i) and (ii)(ii) and (iii)(i) and (iv)(iii) and (iv)
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1274
CMI-2022-DataScience-A: 12
A relation $R$ on the set $A=\{a, b, c, d\}$ is defined by reading the columns of the following table from top to bottom. If a column in the table reads $(x, y, 1)$ it means $x$ is related to $y$ in $R$. If a column in the table reads $(x, y, 0)$ it means $x$ is not ... $(z, y) \in R$ hold. Which of the following pairs are in $S?$ $(a, a)$ $(b, b)$ $(c, c)$ $(d, d)$
A relation $R$ on the set $A=\{a, b, c, d\}$ is defined by reading the columns of the following table from top to bottom. If a column in the table reads $(x, y, 1)$ it me...
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1275
CMI-2022-DataScience-A: 13
We say that a subset $S$ of a finite set $U$ is large if $|S|>|U \backslash S|$. Here $U \backslash S$ denotes the elements of $U$ which are not in $S$ and the notation $|T|$ denotes the number of elements in a set $T$. Let $x$ be the number of large subsets ... $x=260, y=256$ $x=386, y=256$ $x=386, y=130$ $x=512, y=256$
We say that a subset $S$ of a finite set $U$ is large if $|S|>|U \backslash S|$. Here $U \backslash S$ denotes the elements of $U$ which are not in $S$ and the notation $...
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1276
CMI-2022-DataScience-A: 14
A ternary tree starts with a single root node at the top of the tree. Each node in the tree can have up to three nodes as its children. No node in the tree is the child of two different nodes. A node which has no children is called a leaf node. The children of a node are drawn below it, ... $2^{11}-1$ $\frac{2^{10}+2}{3}$ $\frac{3^{10}-1}{2}$ $\frac{3^{10}+1}{2}$
A ternary tree starts with a single root node at the top of the tree. Each node in the tree can have up to three nodes as its children. No node in the tree is the child o...
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1277
CMI-2022-DataScience-A: 15
Which of the following expressions take integral values for all integers $n>100?$ $\frac{3^{n}-1}{2}$ $\frac{4^{n}-1}{2}$ $\frac{4^{n}-1}{3}$ $\frac{5^{n}-1}{2}$
Which of the following expressions take integral values for all integers $n>100?$ $\frac{3^{n}-1}{2}$$\frac{4^{n}-1}{2}$$\frac{4^{n}-1}{3}$$\frac{5^{n}-1}{2}$
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1278
CMI-2022-DataScience-A: 16
At a conference attended by $1235$ people, some attendees shake hands with other attendees. As a part of the local $\text{COVID-19}$ ... multiple of $2$ $\mathcal{N}$ is always a multiple of $3$ $\mathcal{N}$ is always a multiple of $5$
At a conference attended by $1235$ people, some attendees shake hands with other attendees. As a part of the local $\text{COVID-19}$ tracing protocol the organizers ask e...
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1279
CMI-2022-DataScience-A: 17
Let $n$ be a positive integer and let $k$ be a positive integer which is greater than $1.$ Then $n$ can be represented as $ n=n_{t} k^{t}+n_{t-1} k^{t-1}+\cdots+n_{1} k+n_{0} $ for a unique set of positive integers $n_{0}, \ldots n_{t}$. This ... $\left(\begin{array}{lllll}2 & 2 & 0 & 2 & 0 \end{array}\right)_{3}$
Let $n$ be a positive integer and let $k$ be a positive integer which is greater than $1.$ Then $n$ can be represented as $$ n=n_{t} k^{t}+n_{t-1} k^{t-1}+\cdots+n_{1} k+...
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1280
CMI-2022-DataScience-A: 18
There are two villages $X$ and $Y$ in a faraway land. It is known that each person from village $X$ always tells the truth, and that each person from village $Y$ always lies. You meet three people $A, B, C$ who are from these villages. You are told ... $Y$ and $C$ is from village $X$. The given information is insufficient to infer the villages to which $A, B, C$ belong.
There are two villages $X$ and $Y$ in a faraway land. It is known that each person from village $X$ always tells the truth, and that each person from village $Y$ always l...
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