1
GATE AI 2025
MCQ (More than One Correct Answer)
+2
-0

Let $f: \mathbb{R} \rightarrow \mathbb{R}$ be a twice-differentiable function and suppose its second derivative

satisfies $f^{\prime \prime}(x)>0$ for all $x \in \mathbb{R}$. Which of the following statements is/are ALWAYS correct?

A
$f$ has a local minima
B
There does not exist $x$ and $y, x \neq y$,, such that $f^{\prime}(x)=f^{\prime}(y)=0$
C
$f$ has at most one global minimum
D
$f$ has at most one local minimum
2
GATE AI 2025
MCQ (More than One Correct Answer)
+2
-0

An $n \times n$ matrix $A$ with real entries satisfies the property: $\|A x\|^2=\|x\|^2$ for all $x \in R^n$ where $\|\cdot\|$ denotes the Euclidean norm. Which of the following statements is/are ALWAYS correct?

A
$A$ must be orthogonal
B
$A=I$, where $I$ denotes the identity matrix, is the only solution
C
The eigenvalues of $A$ are either +1 or $-1$
D
A has full rank
3
GATE AI 2025
MCQ (More than One Correct Answer)
+2
-0

Consider a coin-toss experiment where the probability of head showing up is $p$. In the $i^{\text {th }}$ coin toss, let $X_i=1$ if head appears, and $X_i=0$ if tail appears.

Consider

$$ \hat{p}=\frac{1}{n} \sum_{i=1}^n X_i $$

where $n$ is the total number of independent coin tosses.

Which of the following statements is/are correct?
A
$E[\hat{p}]=p$
B
$E[\hat{p}]=\frac{p}{n}$
C
As $n$ increases, variance of $\hat{p}$ decreases
D
Variance of $\hat{p}$ does not depend on $n$
4
GATE AI 2025
Numerical
+2
-0

Let $\quad f: \mathbb{R} \rightarrow \mathbb{R} \quad$ be such that $|f(x)-f(y)| \leq(x-y)^2$ for all $x, y \in \mathbb{R}$.

Then $\quad f(1)-f(0)=$ ____________

Your input ____

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