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50 questions match · page 2 of 2

CSIR NET December 2024 · Part C (4.75 Marks)Probability, Statistics & Linear Programming#a-non-negative-sum-bounded-above-by-zero

Consider maximizing the objective function P=x1+x2P = x_{1} + x_{2} subject to x1+x2+2x3≤5,2x1−3x3≥1,x2+x3≤0,x1≥0,x2≥0,x3≥0x_{1} + x_{2} + 2x_{3} \le 5, 2x_{1} - 3x_{3} \ge 1, x_{2} + x_{3} \le 0, x_{1} \ge 0, x_{2} \ge 0, x_{3} \ge 0. Then, which of the following statements are true?

Multi-select · full marks only for the exact set · Linear Programming

CSIR NET December 2024 · Part C (4.75 Marks)Analysis & Linear Algebra#the-zero-functional-is-in-the-space

For a variable x, consider the Q−\mathbb{Q}-vector space V = {ax3+^{3} + bx2+^{2} + cx + d | a,b,c,d∈Qa, b, c, d \in \mathbb{Q}}. Further, let A = {f:V→Qf : V \to \mathbb{Q} | f is aQ−a \mathbb{Q}-linear transformation} and B = {f ∈ A | f(1) = 0}. Which of the following statements are true?

Multi-select · full marks only for the exact set · Vector Spaces and Linear Maps

CSIR NET December 2024 · Part C (4.75 Marks)Analysis & Linear Algebra#a-zero-on-the-border-kills-definiteness

For a 4 × 4 positive definite real symmetric matrix A and real numbers a, b, c, d, consider the 5 × 5 matrix B whose first row is (0, a, b, c, d), whose first column is (0, a, b, c, d)ᵗ, and whose lower-right 4 × 4 block is A. Which of the following statements are necessarily true?

Multi-select · full marks only for the exact set · Inner Product Spaces and Forms

CSIR NET December 2024 · Part C (4.75 Marks)ODE, PDE & Applied Mathematics#both-roots-negative-leaves-nothing-to-grow

Consider the non-homogeneous ordinary differential equation (ODE)d2y/) d^{2}y/dx2+5^{2} + 5dy/dx + 6y = sin(e^(−5x)), x > 0. Then which of the following statements are true?

Multi-select · full marks only for the exact set · Ordinary Differential Equations

CSIR NET December 2024 · Part C (4.75 Marks)ODE, PDE & Applied Mathematics#the-extremes-sit-on-the-boundary

Let u = u(x, y) be the solution of the boundary value problem ∂2u/∂x2+∂2u/∂y2=0\partial^{2}u/\partial{}x^{2} + \partial^{2}u/\partial{}y^{2} = 0 on (0, 1) × (0, 1), with u(x,0)=e(πx),u(x,1)=−e(πx)u(x, 0) = e^(\pi{}x), u(x, 1) = -e^(\pi{}x) for x∈[0,1],u(0,y)=cos⁡(πy)+sin⁡(πy)x \in [0, 1], u(0, y) = \cos(\pi{}y) + \sin(\pi{}y) and u(1,y)=eπ(cos⁡(πy)+sin⁡(πy))u(1, y) = e^\pi(\cos(\pi{}y) + \sin(\pi{}y)) for y ∈ [0, 1]. Then there exists a point (x0,y0)∈(0,1)×(0,1)(x_{0}, y_{0}) \in (0, 1) \times (0, 1) such that

Multi-select · full marks only for the exact set · Partial Differential Equations

CSIR NET December 2024 · Part C (4.75 Marks)Probability, Statistics & Linear Programming#the-maximum-estimates-the-other-endpoint

Let X1,X2,…,XnX_{1}, X_{2}, \dots, X_{n} be a random sample of size n from U(θ,θ+1)U(\theta, \theta + 1) distribution, where θ∈R\theta \in \mathbb{R} is the unknown parameter. If Tn=min⁡T_{n} = \min{X1,X2,…,XnX_{1}, X_{2}, \dots, X_{n}}, n = 1, 2, …, then which of the following statements are true?

Multi-select · full marks only for the exact set · Estimation

CSIR NET December 2024 · Part C (4.75 Marks)Probability, Statistics & Linear Programming#a-saturated-model-has-no-residual-degrees-of-freedom

Consider a linear model Yi=β1+β2+⋯+βi+εi,1≤i≤nY_{i} = \beta_{1} + \beta_{2} + \cdots + \beta_{i} + \varepsilon_{i}, 1 \le i \le n, where errors εi′s\varepsilon_{i}'s are uncorrelated with zero mean and finite variance σ2>0\sigma^{2} > 0. Let β\betâi_{i} be the best linear unbiased estimator (BLUE) of βi,i=1,2,…,n\beta_{i}, i = 1, 2, \dots, n. Then, which of the following statements are true?

Multi-select · full marks only for the exact set · Linear Models and Multivariate

CSIR NET December 2024 · Part C (4.75 Marks)Probability, Statistics & Linear Programming#at-those-numbers-the-two-errors-coincide

Consider a linear regression model Y=Xβ+εY = X\beta + \varepsilon, with r regressors and an intercept. Random error ε\varepsilon ~ Nn(0,σ2In)N_{n}(0, \sigma^{2}I_{n}) and X has full column rank. Here InI_{n} denotes the identity matrix of order n. Regression coefficients are estimated by the least squares estimation method. Let σ\sigmâ2^{2} and σ\sigmâ2(^{2}(MLE), respectively, be the mean squares residuals and the maximum likelihood estimator of σ2\sigma^{2}. Then, which of the following statements are true?

Multi-select · full marks only for the exact set · Linear Models and Multivariate

CSIR NET December 2024 · Part C (4.75 Marks)Analysis & Linear Algebra#the-supremum-is-approached-and-not-attained

Consider X = {u | u:[0,1]→Ru : [0, 1] \to \mathbb{R} is continuous and u(0) = 0} with the sup norm ‖u‖ = sup(x∈[0,1])|u(x)|. Let T(u)=∫01u(t)T(u) = \int_{0}^{1}u(t)dt and S = {|T(u)| : u ∈ X, ‖u‖ ≤ 1}. Which of the following statements are true?

Multi-select · full marks only for the exact set · The Real Line

CSIR NET December 2024 · Part C (4.75 Marks)ODE, PDE & Applied Mathematics#an-equilibrium-bounds-only-one-side

For b∈Rb \in \mathbb{R}, let y_b = y_b(x) be the unique solution of the initial value problem dy/dx =y5+y4+y3+y2+y+1,y(0)=b= y^{5} + y^{4} + y^{3} + y^{2} + y + 1, y(0) = b defined on its maximal interval of existence I_b. Then which of the following statements are true?

Multi-select · full marks only for the exact set · Ordinary Differential Equations

CSIR NET December 2024 · Part C (4.75 Marks)ODE, PDE & Applied Mathematics#the-corner-slopes-cap-the-reachable-endpoint

For any b∈Rb \in \mathbb{R}, let S(b) denote the set of all broken extremals with one corner of the variational problem: minimize J[y]=∫01((y′)4−3(y′)2)J[y] = \int_{0}^{1}((y')^{4} - 3(y')^{2})dx, subject to y(0) = 0, y(1) = b. Then which of the following statements are true?

Multi-select · full marks only for the exact set · Calculus of Variations

CSIR NET June 2024 · Part C (4.75 Marks)ODE, PDE & Applied Mathematics#free-endpoints-make-it-a-distance

The infimum of the set {∫a\int_{a}ᵇ 1+(y′(t))2\sqrt{1 + (y'(t))^{2}}dt : y∈C1[a,b],y(a)=a2,y(b)=b−5y \in C^{1}[a, b], y(a) = a^{2}, y(b) = b - 5} is

Multi-select · full marks only for the exact set · Calculus of Variations

CSIR NET June 2024 · Part C (4.75 Marks)Probability, Statistics & Linear Programming#two-lower-bounds-mean-take-the-max

Let X1,…,Xn(n≥2)X_{1}, \dots, X_{n} (n \ge 2) be a random sample from aU(−θ,2θ)a U(-\theta, 2\theta) distribution, where θ>0\theta > 0 is an unknown parameter. Let Xˉ=(1/n)∑i{\bar{X}} = (1/n)\sum_{i}₌1nXi,X(1)=min⁡_{1}^{n}X_{i}, X_{(1)} = \min{X1,…,XnX_{1}, \dots, X_{n}} and X(n)=max⁡X_{(n)} = \max{X1,…,XnX_{1}, \dots, X_{n}}. Which of the following statements are true?

Multi-select · full marks only for the exact set · Estimation

CSIR NET June 2024 · Part C (4.75 Marks)Probability, Statistics & Linear Programming#a-tight-prior-wins-a-flat-prior-yields

Let Y1,…,Yn(n≥2)Y_{1}, \dots, Y_{n} (n \ge 2) be independent observations; YiY_{i} ~ N(βxi,σ2),i=1,…,nN(\beta{}x_{i}, \sigma^{2}), i = 1, \dots, n; where x1,…,xnx_{1}, \dots, x_{n} and σ2(>0)\sigma^{2}(> 0) are known constants and β∈R\beta \in \mathbb{R} is an unknown parameter. Consider N(β0,τ2)N(\beta_{0}, \tau^{2}) prior for the parameter β\beta, where β0\beta_{0} and τ2(>0)\tau^{2}(> 0) are known constants, and N(μ,λ2)N(\mu, \lambda^{2}) denotes a normal distribution with mean μ\mu and variance λ2\lambda^{2}. Suppose ȳ =(1/n)∑i= (1/n)\sum_{i}₌1nyi_{1}^{n}y_{i} and xˉ=(1/n)∑i{\bar{x}} = (1/n)\sum_{i}₌1nxi_{1}^{n}x_{i} are observed sample means. Under squared error loss function, which of the following statements are true?

Multi-select · full marks only for the exact set · Estimation

CSIR NET June 2024 · Part C (4.75 Marks)Analysis & Linear Algebra#absolute-value-multiplied-is-smooth-once

Define f:R→Rf : \mathbb{R} \to \mathbb{R} by f(x) = x|x|. Which of the following statements are true?

Multi-select · full marks only for the exact set · Continuity and Differentiation

CSIR NET June 2024 · Part C (4.75 Marks)Analysis & Linear Algebra#improper-at-both-ends

Consider the improper integrals I=∫(π/2)πI = \int_(\pi/2)^\pi dx/sin⁡x/\sqrt{\sin x} and, for a≥0,Ia=∫a∞a \ge 0, I_{a} = \int_a^\infty dx/(x1+x2)/(x\sqrt{1 + x^{2}}). Which of the following statements are true?

Multi-select · full marks only for the exact set · Integration

CSIR NET June 2024 · Part C (4.75 Marks)Complex Analysis, Algebra & Topology#unbounded-set-forces-infinite-radius

Which of the following conditions ensure that the power series ∑(n≥0)anzn\sum_(n\ge0) a_{n}z^{n} defines an entire function?

Multi-select · full marks only for the exact set · Analytic Functions

CSIR NET June 2024 · Part C (4.75 Marks)ODE, PDE & Applied Mathematics#equilibria-fence-every-solution-in

Consider the initial value problem (IVP)y′(x)=sin⁡(y(x))/(1+y4(x))) y'(x) = \sin(y(x))/(1 + y^{4}(x)) for x∈Rx \in \mathbb{R}, with y(0)=y0y(0) = y_{0}. Then which of the following statements are true?

Multi-select · full marks only for the exact set · Ordinary Differential Equations

CSIR NET June 2024 · Part C (4.75 Marks)ODE, PDE & Applied Mathematics#the-bound-on-lambda-kills-the-second-mode

For λ∈R\lambda \in \mathbb{R} such that |λ\lambda| < 5/32, let R(x,t,λ)R(x, t, \lambda) and u denote the resolvent kernel and the solution, respectively, of the Fredholm integral equation u(x)=x+(λ/2)∫u(x) = x + (\lambda/2)\int₋22(_{2}^{2} (xt +x2t2)u(t)+ x^{2}t^{2})u(t)dt. Then which of the following statements are true?

Multi-select · full marks only for the exact set · Linear Integral Equations

CSIR NET June 2023 · Part C (4.75 Marks)Probability, Statistics & Linear Programming#clt-at-the-boundary

Suppose X1,X2,…X_{1}, X_{2}, \dots are independent and identically distributed N(0,1) random variables and Yn=X14+X24+⋯+Xn4Y_{n} = X_{1}^{4} + X_{2}^{4} + \cdots + X_{n}^{4}. Which of the following probabilities converge to 1/2 as n→∞n \to \infty?

Multi-select · full marks only for the exact set · Limit Theorems and Markov Chains

CSIR NET December 2023 · Part C (4.75 Marks)Analysis & Linear Algebra#p-integral-thresholds

For a real number λ\lambda, consider the improper integrals Iλ=∫01I_\lambda = \int_{0}^{1} dx/(1−x)λ/(1 - x)^\lambda and Kλ=∫1∞K_\lambda = \int_{1}^\infty dx/xλ/x^\lambda. Which of the following statements are true?

Multi-select · full marks only for the exact set · Integration

CSIR NET December 2023 · Part C (4.75 Marks)Analysis & Linear Algebra#vanishing-factor-at-endpoint

Let (fn)(f_{n}) be the sequence of functions on [0, 1] defined by fn(x)=xnlog⁡((1+x)/2)f_{n}(x) = x^{n} \log((1 + \sqrt{x})/2). Which of the following statements are true?

Multi-select · full marks only for the exact set · Sequences and Series of Functions

CSIR NET December 2023 · Part C (4.75 Marks)Probability, Statistics & Linear Programming#shifted-cauchy-sign

Suppose X is a continuous random variable with density f(x)=(1/π)⋅1/(1+(x+1)2)f(x) = (1/\pi)\cdot1/(1 + (x + 1)^{2}), and Y = X/|X| for X ≠ 0, Y = 0 for X = 0. Then which of the following statements are true?

Multi-select · full marks only for the exact set · Probability

CSIR NET December 2023 · Part C (4.75 Marks)Probability, Statistics & Linear Programming#shifted-exponential

Let X1,…,XnX_{1}, \dots, X_{n} be a random sample with density f(x|θ)=\theta) = eθ−xe^{\theta-x} for x≥θx \ge \theta, where θ∈R\theta \in \mathbb{R} is unknown. Define X̄ and X(1)=min⁡XiX_{(1)} = \min X_{i}. Which of the following statements are true?

Multi-select · full marks only for the exact set · Estimation

CSIR NET December 2023 · Part C (4.75 Marks)Probability, Statistics & Linear Programming#one-sided-intervals

For n ≥ 2, let X1,…,XnX_{1}, \dots, X_{n} be from N(μ,σ2)N(\mu, \sigma^{2}) with both unknown, X̄ the mean and S2S^{2} the sample variance. With zαz_\alpha and tm,αt_{m,\alpha} the (1−α)−(1 - \alpha)-th quantiles, which of the following represent 90% confidence intervals for μ\mu?

Multi-select · full marks only for the exact set · Hypothesis Testing

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