1
GATE AI 2025
MCQ (Single Correct Answer)
+1
-0

It is given that $P(X \geq 2)=0.25$ for an exponentially distributed random variable $X$ with $E[X]=\frac{1}{\lambda}$, where $E[X]$ denotes the expectation of $X$. What is the value of $\lambda$ ? (ln denotes natural logarithm)

A
$\ln 2$
B
$\ln 4$
C
$\ln 3$
D
$\ln 0.25$
2
GATE AI 2025
MCQ (More than One Correct Answer)
+1
-0

Consider two functions $f: \mathbb{R} \rightarrow \mathbb{R}$ and $g: \mathbb{R} \rightarrow(1, \infty)$. Both functions are differentiable at a point c . Which of the following functions is/are ALWAYS differentiable at c ? The symbol $\cdot$ denotes product and the symbol odenotes composition of functions.

A
$f \pm g$
B
$f . g$
C
$\frac{f}{g}$
D
$f \circ g+g \circ f$
3
GATE AI 2025
MCQ (More than One Correct Answer)
+1
-0

Which of the following statements is/are correct?

A
$\mathbb{R}^n$ has a unique set of orthonormal basis vectors
B
$\mathbb{R}^n$ does not have a unique set of orthonormal basis vectors
C
Linearly independent vectors in $\mathbb{R}^n$ are orthonormal
D
Orthonormal vectors $\mathbb{R}^n$ are linearly independent
4
GATE AI 2025
MCQ (More than One Correct Answer)
+1
-0

Let $A=I_n+x x^T$, where $I_n$ is the $n \times n$ identity matrix and $x \in \mathbb{R}^n, x^T x=1$. Which of the following option is/are correct?

A
Rank of A is n
B
A is invertible
C
0 is an eigenvalue of A
D
$A^{-1}$ has a negative eigenvalue

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