IIT JAM 2023 Economics (EN) Question Paper with Answer Key PDF

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Shivam Yadav

Updated on - Nov 6, 2025

IIT JAM 2023 Economics (EN) Question Paper with Answer Key pdf is available for download. IIT JAM 2023 EN exam was conducted by IIT Guwahati in shift 2 on February 12, 2023. In terms of difficulty level, IIT JAM 2023 Economics (EN) paper was of easy to moderate level. IIT JAM 2023 question paper for EN comprised a total of 60 questions.

IIT JAM 2023 Economics (EN) Question Paper with Answer Key PDFs

IIT JAM 2023 Economics (EN) Question Paper with Answer Key PDFs Download PDF Check Solutions

Question 1:

A competitive firm can sell any output at price \( P = 1 \). Production depends on capital alone, and the production function \( y = f(K) \) is twice continuously differentiable, with \[ f(0) = 0, \, f' > 0, \, f'' < 0, \, \lim_{K \to 0} f'(K) = \infty, \, \lim_{K \to \infty} f'(K) = 0. \]
The firm has positive capital stock \( K \) to start with, and can buy and sell capital at price \( r \) per unit of capital. If the firm is maximizing profit then which of the following statements is NOT CORRECT?

  • (1) If \( K \) is large enough, profit maximizing \( y = 0 \) and the profit is \( rK \)
  • (2) If \( f'(K) > r \), the firm will buy additional capital
  • (3) If \( f'(K) < r \), the firm will sell some of its capital
  • (4) If \( f'(K) = r \), the firm will neither buy nor sell any capital

Question 2:

Let \( f, g : \mathbb{R} \to \mathbb{R} \) be defined by


Then:

  • (1) \( f \) is convex and \( g \) is concave
  • (2) \( f \) is concave and \( g \) is convex
  • (3) both \( f \) and \( g \) are concave
  • (4) both \( f \) and \( g \) are convex

Question 3:

Let \( S \) be a feasible set of a linear programming problem \( (P) \). If the dual problem of \( (P) \) is unbounded then:

  • (1) \( (P) \) is unbounded
  • (2) \( S \) is empty
  • (3) \( S \) is unbounded
  • (4) \( (P) \) has multiple optimal solutions

Question 4:

Which of the following is NOT CORRECT?

  • (1) A quasiconcave function is necessarily a concave function
  • (2) A concave function is necessarily a quasiconcave function
  • (3) A quasiconcave function can also be a quasiconvex function
  • (4) A quasiconcave function can also be a convex function

Question 5:

Among the following statements which one is CORRECT?

S1: \( x^2 + y^2 = 6 \) is a level curve of \[ f(x,y) = \sqrt{x^2 + y^2 - x^2 - y^2 + 2} \]
S2: \( x^2 - y^2 = -3 \) is a level curve of \[ g(x,y) = e^{-x^2} e^{y^2} + x^4 - 2 - 2x^2 y^2 + y^4 \]

  • (1) both S1 and S2
  • (2) only S1
  • (3) only S2
  • (4) neither S1 nor S2

Question 6:

Which of the following is NOT a component of Gross Domestic Product?

  • (1) Investment
  • (2) Rental Income
  • (3) Transfer Payments
  • (4) Wages and Salaries

Question 7:

Which of the following are the direct instruments exercised by the Reserve Bank of India to control the money supply?

  • (1) (i) Cash Reserve Ratio, (ii) Open Market Operations, (iii) Foreign Exchange Rate, (iv) Statutory Liquidity Ratio
  • (2) (i) Cash Reserve Ratio, (ii) Open Market Operations, (iv) Statutory Liquidity Ratio
  • (3) (ii) Open Market Operations, (iii) Foreign Exchange Rate, (iv) Statutory Liquidity Ratio
  • (4) (i) Cash Reserve Ratio, (ii) Open Market Operations, (iii) Foreign Exchange Rate

Question 8:

Which of the following committees for the first time recommended for India:

  • (1) Y K Alagh Committee
  • (2) D T Lakdawala Committee
  • (3) S D Tendulkar Committee
  • (4) C Rangarajan Committee

Question 9:

Which of the following Five Year Plans focused on rapid industrialization-heavy and basic industries, and advocated for a socialistic pattern of society as the goal of economic policy?

  • (1) 1st Five Year Plan (1951-56)
  • (2) 2nd Five Year Plan (1956-61)
  • (3) 3rd Five Year Plan (1961-66)
  • (4) 4th Five Year Plan (1969-74)

Question 10:

Let M and N be events defined on the sample space \( S \). If \( P(M) = \frac{1}{3} \) and \( P(N^c) = \frac{1}{4} \), then which one of the following is necessarily CORRECT?

  • (1) M and N are disjoint
  • (2) M and N are not disjoint
  • (3) M and N are independent
  • (4) M and N are not independent

Question 11:

Consider a 2-agent, 2-good exchange economy where agent \(i\) has utility function \(u_i(x_i, y_i) = \max\{x_i, y_i\}, i = 1, 2\). The initial endowments of goods \(X\) and \(Y\) that the agents have are \((x_1, y_1), (x_2, y_2) = (25, 5, 5, 5)\). Then select the CORRECT choice below where the price vector \((p_x, p_y)\) specified is part of a competitive equilibrium.

  • (1) \( (p_x, p_y) = (2, 1) \)
  • (2) \( (p_x, p_y) = (2, 2) \)
  • (3) \( (p_x, p_y) = (1, 2) \)
  • (4) \( (p_x, p_y) = (4, 2) \)

Question 12:

For a firm operating in a perfectly competitive market which of the following statements is CORRECT?

  • (1) Profit function is convex and homogeneous of degree 1 in prices
  • (2) Profit function is concave and homogeneous of degree 1 in prices
  • (3) Profit function is convex but not homogeneous in prices
  • (4) Profit function is neither concave nor convex in prices

Question 13:

A firm is operating in a perfectly competitive environment. A change in the market condition leads to an increase in the firm’s profit by an amount \( K \). Which of the following describes the change in the Producer’s Surplus due to the above change in the market condition?

  • (1) The Producer’s Surplus increases by \( K \)
  • (2) The Producer’s Surplus increases by less than \( K \) but greater than 0
  • (3) The Producer’s Surplus changes but it is not possible to know the direction of the change
  • (4) The Producer’s Surplus doesn’t change

Question 14:

Two people, 1 and 2, are engaged in a joint project. Person \(i \in \{1, 2\}\) puts in effort \( x_i \) (\( 0 \leq x_i \leq 1 \)), and incurs cost \( C_i(x_i) = x_i \). The monetary outcome of the project is \( 4x_1 x_2 \) which is split equally between them. Considering the situation as a strategic game, the set of all Nash Equilibria in pure strategies is:

  • (1) \( \{(0, 0), (1, 1)\} \)
  • (2) \( \{(0, 0), (\frac{1}{4}, \frac{3}{4}), (\frac{3}{4}, \frac{1}{4}), (1, 1)\} \)
  • (3) \( \{(0, 0), (\frac{1}{2}, \frac{1}{2}), (1, 1)\} \)
  • (4) A null set

Question 15:

Two firms, X and Y, are operating in a perfectly competitive market. The price elasticity of supply of \( X \) and \( Y \) are respectively 0.5 and 1.5. Then:

  • (1) If the market price increases by 1%, \( X \) supplies 0.5% less quantity
  • (2) \( Y \) experiences a slower increase in marginal cost in comparison to \( X \)
  • (3) If market price increases by 0.5%, \( X \) supplies 1% more quantity
  • (4) \( Y \) experiences a rapid increase in marginal cost in comparison to \( X \)

Question 16:

Let \( y - y(x) \) be a solution curve of the differential equation \[ x \frac{dy}{dx} = y \ln\left(\frac{y}{x}\right), \, y > x > 0. \]
If \( y(1) = e^2 \) and \( y(2) = \alpha \), then the value of \( \frac{dy}{dx} \) at \( (2, \alpha) \) is equal to:

  • (1) \( \alpha \)
  • (2) \( \frac{\alpha}{2} \)
  • (3) \( 2\alpha \)
  • (4) \( \frac{3\alpha}{2} \)

Question 17:

Let \( 2z = -3 + \sqrt{3} i, \, i = \sqrt{-1} \). Then \( 2z^8 \) is equal to:

  • (1) \( -81(1 + \sqrt{3} i) \)
  • (2) \( 81(-1 + \sqrt{3} i) \)
  • (3) \( 81(\sqrt{3} + i) \)
  • (4) \( 9(-\sqrt{3} + i) \)

Question 18:

Let \( a_n = \left(1 + \frac{1}{n}\right)^{\frac{n}{2}} \) be the \(n\)-th term of the sequence \( \{a_n\}, n = 1, 2, 3, \dots \). Then which one of the following is NOT CORRECT?

  • (1) \( \{a_n\} \) is bounded
  • (2) \( \{a_n\} \) is increasing
  • (3) \( \sum_{n=1}^{\infty} \ln(a_n) \) is a convergent series
  • (4) \( \lim_{n \to \infty} \left( \frac{1}{n} \sum_{k=1}^{n} a_k \right) = \sqrt{e} \)

Question 19:

Consider a linear programming problem \( (P) \) \[ min z = 4x_1 + 6x_2 + 6x_3 \]
subject to \[ x_1 + 3x_2 \geq 3, \quad x_1 + 2x_3 \geq 5, \quad x_1, x_2, x_3 \geq 0. \]
If \( x^* = (x_1^*, x_2^*, x_3^*) \) is an optimal solution and \( z^* \) is an optimal value of \( (P) \), and \( w^* = (w_1^*, w_2^*) \) is an optimal solution of the dual of \( (P) \), then:

  • (1) \( x_2^* + x_3^* = w_1^* + w_2^* \)
  • (2) \( z^* = 4(x_1^* + w_2^*) \)
  • (3) \( z^* = 6(w_1^* + x_3^*) \)
  • (4) \( x_1^* + x_3^* = w_1^* + w_2^* \)

Question 20:

For \( \alpha, \beta \in \mathbb{R} \), consider the system of linear equations \[ x + y + z = 1, \quad 3x + y + 2z = 2, \quad 5x + \alpha y + \beta z = 3. \]
Then:

  • (1) for every \( (\alpha, \beta), \, \alpha = \beta \), the system is consistent
  • (2) there exists \( (\alpha, \beta) \), satisfying \( \alpha - 2\beta + 5 = 0 \), for which the system has a unique solution
  • (3) there exists a unique pair \( (\alpha, \beta) \) for which the system has infinitely many solutions
  • (4) for every \( (\alpha, \beta), \, \alpha \neq \beta \), satisfying \( \alpha - 2\beta + 5 = 0 \), the system has infinitely many solutions

Question 21:

For a positively sloped LM curve, which of the following statements is CORRECT?

  • (1) A decrease in the price level will shift the LM curve to the left
  • (2) A lower nominal money supply will shift the LM curve to the right
  • (3) An increase in the price level will shift the LM curve to the right
  • (4) A higher nominal money supply will shift the LM curve to the right

Question 22:

Consider an Economy that produces only Apples and Bananas. The following Table contains per unit price (in INR) and quantity (in kg) of these goods. Assuming 2010 as the Base Year and using GDP deflator to calculate the annual inflation rate, which of the following options is CORRECT?

  • (1) GDP deflator for the year 2011 is 100 and the inflation rate for the year 2011 is 0%
  • (2) GDP deflator for the year 2012 is 50 and the inflation rate for the year 2012 is 100%
  • (3) GDP deflator for the year 2011 is 50 and the inflation rate for the year 2011 is 0%
  • (4) GDP deflator for the year 2012 is 100 and the inflation rate for the year 2012 is 100%

Question 23:

Which of the following statements is NOT CORRECT in the context of an Open Economy IS-LM Model under Floating Exchange Rate (with fixed price) and Perfect Capital Mobility?

  • (1) An expansionary fiscal policy would appreciate the domestic currency value
  • (2) An expansionary monetary policy would depreciate the domestic currency value
  • (3) Exchange rate has significant impact on determining the equilibrium level of income and employment
  • (4) Monetary policy is fully effective in determining income and employment whereas fiscal policy is ineffective

Question 24:

Among the following statements which one is CORRECT?

  • (1) Only S1
  • (2) Only S2
  • (3) Both S1 and S2
  • (4) Neither S1 nor S2

Question 25:

Matching List-I and List-II, choose the CORRECT option.

  • (1) (a, iii), (b, ii), (c, i)
  • (2) (a, iii), (b, i), (c, ii)
  • (3) (a, i), (b, iii), (c, ii)
  • (4) (a, ii), (b, i), (c, iii)

Question 26:

A production function at time \( t \) is given by \[ Y_t = A_t K_t^{\alpha} L_t^{1-\alpha}, \quad \alpha \in (0,1), \quad \alpha \neq 0.5, \]
where \( Y \) is output, \( K \) is capital, \( L \) is labour, and \( A \) is the level of Total Factor Productivity. Define per capita output as \( y_t \equiv \frac{Y_t}{L_t} \) and capital-output ratio as \( k_t \equiv \frac{K_t}{Y_t} \). For any variable \( x_t \), denote \( \frac{dx}{dt} \) by \( \dot{x}_t \). The per capita output growth rate is:

  • (1) \( \frac{\dot{y}}{y} = \frac{1}{(1-\alpha)} \frac{\dot{A}}{A} + \frac{\alpha}{(1-\alpha)} \frac{\dot{k}}{k} \)
  • (2) \( \frac{\dot{y}}{y} = \frac{\alpha}{(1-\alpha)} \frac{\dot{A}}{A} + \frac{1}{(1-\alpha)} \frac{\dot{k}}{k} \)
  • (3) \( \frac{\dot{y}}{y} = (1-\alpha) \frac{\dot{A}}{A} + \frac{\alpha}{k} \)
  • (4) \( \frac{\dot{y}}{y} = \frac{\dot{A}}{A} + \frac{1-\alpha}{\alpha} \frac{\dot{k}}{k} \)

Question 27:

Matching List-I and List-II, choose the CORRECT option.

  • (1) (a, ii), (b, iv), (c, iii)
  • (2) (a, iii), (b, i), (c, iv)
  • (3) (a, ii), (b, iii), (c, iv)
  • (4) (a, iii), (b, iv), (c, ii)

Question 28:

Let \( X \sim Normal(0, 1) \) and \( Y = |X| \). If the probability density function of \( Y \) is \( f_Y(y) \), then for \( y > 0 \), \( f_Y(y) \) is:

  • (1) \( e^{-y^2/2} \)
  • (2) \( e^{y^2/2} \)
  • (3) \( e^{-y^2} \)
  • (4) \( e^{-y/2} \)

Question 29:

Let the probability density function of the continuous random variable \( X \) be

where \( \lambda > 0 \) is a parameter. If the observed sample values of \( X \) are \[ x_1 = 1.75, \, x_2 = 2.25, \, x_3 = 2.50, \, x_4 = 2.75, \, x_5 = 3.25, \]
then the Maximum Likelihood Estimator of \( \lambda \) is:

  • (1) \( \frac{5}{2} \)
  • (2) \( \frac{1}{5} \)
  • (3) \( \frac{5}{12} \)
  • (4) \( \frac{2}{5} \)

Question 30:

From a set comprising of 10 students, four girls \( G_i, i = 1, \dots, 4 \), and six boys \( B_j, j = 1, \dots, 6 \), a team of five students is to be formed. The probability that a randomly selected team comprises of 2 girls and 3 boys, with at least one of them to be \( B_1 \) or \( B_2 \), is equal to:

  • (1) \( \frac{3}{7} \)
  • (2) \( \frac{6}{7} \)
  • (3) \( \frac{8}{21} \)
  • (4) \( \frac{5}{21} \)

Question 31:

Suppose that the utility function \( u: \mathbb{R}_+^n \rightarrow \mathbb{R}_+ \) represents a complete, transitive, and continuous preference relation over all bundles of \( n \) goods. Then select the choices below in which the function also represents the same preference relation.

  • (1) \( f(x_1, x_2, \ldots, x_n) = u(x_1, x_2, \ldots, x_n) + (u(x_1, x_2, \ldots, x_n))^3 \)
  • (2) \( g(x_1, x_2, \ldots, x_n) = u(x_1, x_2, \ldots, x_n) + \sum_{i=1}^{n} x_i \)
  • (3) \( h(x_1, x_2, \ldots, x_n) = (u(x_1, x_2, \ldots, x_n))^{\frac{1}{n}} \)
  • (4) \( m(x_1, x_2, \ldots, x_n) = u(x_1, x_2, \ldots, x_n) + (x_1^2 + x_2^2 + \ldots + x_n^2)^{0.5} \)

Question 32:

Consider a 2-agent, 2-good economy with an aggregate endowment of 30 units of good \( X \) and 10 units of good \( Y \). Agent \( i \) has the utility function \( u_i(x_i, y_i) = \max \{ x_i, y_i \} \), where \( i = 1, 2 \). Select the choices below in which the specified allocation of the goods to the agents is Pareto optimal for this economy.

  • (1) \( (x_1, y_1, x_2, y_2) = (5, 5, 25, 5) \)
  • (2) \( (x_1, y_1, x_2, y_2) = (10, 10, 20, 0) \)
  • (3) \( (x_1, y_1, x_2, y_2) = (30, 0, 0, 10) \)
  • (4) \( (x_1, y_1, x_2, y_2) = (0, 10, 30, 0) \)

Question 33:

In a 3-player game, player 1 can choose either Up or Down as strategies. Player 2 can choose either Left or Right as strategies. Player 3 can choose either Table 1 or Table 2 as strategies.

Which of the following strategy profile(s) is/are Nash Equilibrium?

  • (1) \( (Up, Left, Table 1) \)
  • (2) \( (Down, Right, Table 1) \)
  • (3) \( (Down, Left, Table 2) \)
  • (4) \( (Up, Right, Table 2) \)

Question 34:

Let \( f: \mathbb{R}^2 \rightarrow \mathbb{R} \) be the function defined by
 

Then

  • (1) \( f \) is not continuous at \( (0, 0) \)
  • (2) \( f_x(0, 0) = 0 \)
  • (3) \( f_y(0, 0) = -1 \)
  • (4) \( f_x(0, 0) \) does not exist

Question 35:

For \( \alpha, \beta \in \mathbb{R}, \alpha \neq \beta \), if \( -2 \) and \( 5 \) are the eigenvalues of the matrix

and is an eigenvector of \( M \) associated to \( -2 \), then

  • (1) \( 2x_1 + x_2 = 0 \)
  • (2) \( \beta - \alpha = 5 \)
  • (3) \( \alpha^2 - \beta^2 = 5 \)
  • (4) \( x_1 + 3x_2 = 0 \)

Question 36:

Which of the following statements is/are CORRECT in the context of the Absolute Income Hypothesis?

  • (1) The marginal propensity to consume (MPC) is a constant
  • (2) As income increases, the average propensity to consume (APC) tends to approach the marginal propensity to consume (MPC)
  • (3) Average propensity to consume (APC) increases as income increases
  • (4) Current saving/dis-saving has no bearing on future consumption

Question 37:

GDP\(_F\) = Gross Domestic Product at Factor Cost; GDP\(_M\) = Gross Domestic Product at Market Price; NNP\(_F\) = Net National Product at Factor Cost; C = Consumption; I = Investment; G = Government Expenditure; X = Export; M = Import; T = Tax; S = Saving; D = Depreciation; NIA = Net Income from Abroad

Which of the following expressions is/are CORRECT?

  • (1) GDP\(_F = C + I + G + X - M \)
  • (2) GDP\(_M = C + I + G + X - M \)
  • (3) NNP\(_F = C + I + G + X - M - T + S - D + NIA \)
  • (4) NNP\(_F = C + I + G + X - M - T + S - D \)

Question 38:

Which of the following major developments have been undertaken after the initiation of structural reforms in 1991 of the Indian Economy?

  • (1) A general deregulation of interest rates and a greater role for market forces in the determination of both interest and exchange rates
  • (2) The phase out of ad hoc Treasury Bill, which puts a check on the automatic monetization of the fiscal deficit
  • (3) An exchange rate anchor under a Proportional Reserve System
  • (4) A commitment to the Fiscal Responsibility and Budget Management (FRBM) which sought to put ceiling on the overall fiscal deficit

Question 39:

Which of the following functions qualify to be a cumulative density function of a random variable \( X \)?


Question 40:

Let the joint probability density function of the random variables \( X \) and \( Y \) be
 


Let the marginal density of \( X \) and \( Y \) be \( f_X(x) \) and \( f_Y(y) \), respectively. Which of the following is/are CORRECT?


Question 41:

Let \( X \sim Uniform(8, 20) \) and \( Z \sim Uniform(0, 6) \) be independent random variables. Let \( Y = X + Z \) and \( W = X - Z \). Then \( Cov(Y, W) \) is __________ (in integer).


Question 42:

Let \( Y \sim Normal(3, 1) \), \( W \sim Normal(1, 2) \) and \( X \sim Bernoulli(p = 0.9) \), where \( X = 1 \) is success and \( X = 0 \) is failure. Let \( S = XY + (1 - X)W \). Then \( E(S) = \) __________ (round off to 1 decimal place).


Question 43:

If \( X \) denotes the sum of the numbers appearing on a throw of two fair six-faced dice, then the probability \( P(7 < X < 10) = \) __________ (round off to 2 decimal places).


Question 44:

Using the following table, the average growth rate (compounded annually) of per capita GDP in an economy during the period 2010-2020 is __________ (in percent, round off to 2 decimal places).

Year & Population of the Economy & GDP of the Economy (in crore)


Question 45:

Consider a Keynesian Cross Model with the following features, Consumption Function: \( C = C_0 + b(Y - T) \), Tax Function: \( T = T_0 + tY \), Income Identity: \( Y = C + I_0 + G_0 \), where \( C = Consumption, Y = Real Income, T = Tax, I = Investment, G = Government Expenditure, b = Parameter, t = Tax Rate, T_0 = Autonomous Tax \). If \( b = 0.7 \) and \( t = 0.2 \), value of the Keynesian multiplier is __________ (round off to 2 decimal places).


Question 46:

Let \( [t] \) denote the greatest integer \( \leq t \). The number of points of discontinuity of the function \( f(x) = [x^2 - 3x + 2] \) for \( x \in [0, 4] \) is ________ (in integer).


Question 47:

Let \( E \) be the area of the region bounded by the curves \( y = x^2 \) and \( y = 8\sqrt{x}, x \geq 0 \). Then \( 30E \) is equal to __________ (round off to 1 decimal place).


Question 48:

A firm has production function \( y = K^{0.5} L^{0.5} \) and faces wage rate \( w = 4 \) and rental rate of capital \( r = 4 \). The firm’s marginal cost is equal to __________ (in integer).


Question 49:

Let \( \hat{y} = 5.5 + 3.2 x \) be an estimated regression equation using a large sample. The 95% confidence interval of the coefficient of \( x \) is \( [0.26, 6.14] \) and \( R^2 = 0.26 \). The standard error of the estimated coefficient is __________ (round off to 1 decimal place).


Question 50:

Let \( \pi \) be the proportion of a population vaccinated against a disease. An estimate \( \hat{\pi} = 0.64 \) is found using a sample of 100 individuals from the population. The \( z \)-test statistic for the null hypothesis \( H_0: \pi = 0.58 \) is __________ (round off to 2 decimal places).


Question 51:

An industry has 3 firms (1, 2 and 3) in Cournot competition. They have no fixed costs, and their constant marginal costs are respectively \( c_1 = \frac{9}{30}, c_2 = \frac{10}{30}, c_3 = \frac{11}{30} \). They face an industry inverse demand function \( P = 1 - Q \), where \( P \) is the market price and \( Q \) is the industry output (sum of outputs of the 3 firms). Suppose that \( Q_c \) is the industry output under Cournot-Nash equilibrium. Then \( (Q_c^{-1}) \) is equal to __________ (in integer).


Question 52:

A consumer has utility function \( u(x_1, x_2) = \max \{ 0.5x_1, 0.5x_2 \} + \min \{ x_1, x_2 \} \). She has some positive income \( y \), and faces positive prices \( p_1 \) and \( p_2 \) for goods 1 and 2 respectively. Suppose \( p_2 = 1 \). There exists a lowest price \( p_1^* \) such that if \( p_1 > p_1^* \), then the unique utility maximizing choice is to buy ONLY good 2. Then \( p_1^* \) is __________ (in integer).


Question 53:

An economy has three firms: \( X, Y \) and \( Z \). Every unit of output that \( X \) produces creates a benefit of INR 700 for \( Y \) and a cost of INR 300 for \( Z \). Firm \( X \)'s cost curve is \( C(Q_X) = 2Q_X^2 + 10 \), where \( C \) represents cost and \( Q_X \) is the output. The market price for the output of \( X \) is INR 1600 per unit. The difference between the socially optimal output and private profit maximizing output of firm \( X \) (in INR) is __________ (in integer).


Question 54:

Let \( \int \sin^9 x \cos(11x) \, dx = \cos(10x) f(x) + c \), where \( c \) is a constant. If \( f'' \left( \frac{\pi}{4} \right) - k f' \left( \frac{\pi}{4} \right) = 0 \), then \( k \) is equal to ________ (in integer).


Question 55:

Let and \( I_3 \) be the identity matrix of order 3. If the rank of the matrix \( 10I_3 - M \) is 2, then \( k \) is equal to __________ (in integer).


Question 56:

In a two-period model, a consumer is maximizing the present discounted utility \( W_t = \ln(c_t) + \frac{1}{1 + \theta} \ln(c_{t+1}) \) with respect to \( c_t \) and \( c_{t+1} \), and subject to the following budget constraint:
\[ c_t + \frac{c_{t+1}}{1 + r} \leq y_t + \frac{y_{t+1}}{1 + r}, \]

where \( c_t \) and \( y_t \) are the consumption and income in period \( t \) (i.e., \( t, t+1 \)) respectively, \( \theta \in [0, \infty) \) is the time discount rate, and \( r \in [0, \infty) \) is the rate of interest. Suppose the consumer is in the interior equilibrium and \( \theta = 0.05 \) and \( r = 0.08 \). In equilibrium, the ratio \( \frac{c_{t+1}}{c_t} \) is equal to __________ (round off to 2 decimal places).


Question 57:

The portfolio of an investment firm comprises of two risky assets, \( S \) and \( T \), whose returns are denoted by random variables \( R_S \) and \( R_T \) respectively. The mean, the variance, and the covariance of the returns are
\[ E(R_S) = 0.08, \, Var(R_S) = 0.07, \, E(R_T) = 0.05, \, Var(R_T) = 0.05, \, Cov(R_S, R_T) = 0.04. \]

Let \( w \) be the proportion of assets allotted to \( S \) so that the return from the portfolio is \( R = wR_S + (1 - w)R_T \). The value of \( w \) which minimizes \( Var(R) \) is __________ (round off to 2 decimal places).


Question 58:

A number \( x \) is randomly chosen from the set of the first 100 natural numbers. The probability that \( x \) satisfies the condition \( \frac{x + 300}{x} > 65 \) is __________ (round off to 2 decimal places).


Question 59:

For \( k \in \mathbb{R}, \) let \( f(x) = x^4 + 2x^3 + kx^2 - k, x \in \mathbb{R} \). If \( x = \frac{3}{2} \) is a point of local minima of \( f \) and \( m \) is the global minimum value of \( f \), then \( f(0) - m \) is equal to __________ (in integer).


Question 60:

If \( (x^*, y^*) \) is the optimal solution of the problem
\[ \max f(x, y) = 100 - e^{-x} - e^{-y} \]

subject to the constraint
\[ ex + y = e - e^{-1}, \quad x \geq 0, \quad y \geq 0. \]

Then \( \frac{y^*}{x^*} \) is equal to __________ (round off to 2 decimal places).


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