Lecture 2 The Centralized Economy

Size: px
Start display at page:

Download "Lecture 2 The Centralized Economy"

Transcription

1 Lecture 2 The Centralized Economy Economics 5118 Macroeconomic Theory Kam Yu Winter 2013

2 Outline 1 Introduction 2 The Basic DGE Closed Economy 3 Golden Rule Solution 4 Optimal Solution The Euler Equation Interpretation Static Equilibrium Dynamics Algebraic Analysis 5 Real Business Cycle Dynamics Technology Shocks Golden Rule Revisited 6 Labour in the Basic Model 7 Investment q-theory Kam Yu (LU) Lecture 2 The Centralized Economy Winter / 45

3 Introduction The Production Economy Recall a static production economy E = {(U i, e i, θ ij, Y j ) i I, j J } There are n goods and services. Each household i I has continuous, strongly increasing, and strictly quasi-concave utility function U i : R n + R + and is endowed with e i R n +. Each competitive firm j J has a production set Y j that is compact and strongly convex. θ ij is the share of household i in firm j. Kam Yu (LU) Lecture 2 The Centralized Economy Winter / 45

4 Introduction Really Nice Results from Microeconomic Theory 1 A Walrasian equilibrium exists: there is a price vector p such that d i (p, m i (p )) = y j (p ) + e i. i I j J i I That is, all n markets of goods and services clear. 2 FWTE: The Walrasian equilibrium allocation is Pareto efficient. 3 SWTE: Any desirable Pareto efficient allocation (x, y) can be achieved as a Walrasian equilibrium allocation after a suitable income transfer program between households. 4 With full information on preferences and technology, communism and capitalism achieve the same outcome in a static economy. Kam Yu (LU) Lecture 2 The Centralized Economy Winter / 45

5 Introduction To Make Things Really Simple... There are two goods, n = 2, called capital k and output y. The households only consume one good, effectively we can consider them as one big household ( I = 1) One aggregate competitive firm ( J = 1). Of course the ownership share become θ 11 = 1. This is a bit too simple. So instead of static equilibrium, we study this economy over time, t = 1, 2,... Kam Yu (LU) Lecture 2 The Centralized Economy Winter / 45

6 The Basic DGE Closed Economy The Ramsey Model In period t, the endowment is the capital stock k t. The firm produces output y t using capital as input: y t = F (k t ) (2.3) Kam Yu (LU) Lecture 2 The Centralized Economy Winter / 45

7 The Basic DGE Closed Economy The Ramsey Model In period t, the endowment is the capital stock k t. The firm produces output y t using capital as input: y t = F (k t ) (2.3) Output y t is divided into two parts, consumption c t and investment i t : y t = c t + i t. (2.1) This is called the national income identity, or the resource constraint. Kam Yu (LU) Lecture 2 The Centralized Economy Winter / 45

8 The Basic DGE Closed Economy The Ramsey Model In period t, the endowment is the capital stock k t. The firm produces output y t using capital as input: y t = F (k t ) (2.3) Output y t is divided into two parts, consumption c t and investment i t : y t = c t + i t. (2.1) This is called the national income identity, or the resource constraint. Investment i t is saved as capital for next period. In production, the firm consumes only part of the capital stock, δk t, where δ is called the depreciation rate. Capital stock in period t + 1 is therefore k t+1 = k t+1 k t = i t δk t. (2.2) Kam Yu (LU) Lecture 2 The Centralized Economy Winter / 45

9 The Basic DGE Closed Economy Dynamic Resource Constraint The last three equations gives F (k t ) = c t + k t+1 + δk t. (2.4) Kam Yu (LU) Lecture 2 The Centralized Economy Winter / 45

10 The Basic DGE Closed Economy Dynamic Resource Constraint The last three equations gives F (k t ) = c t + k t+1 + δk t. (2.4) Like the static model, our objective is to maximize utility derived from consumption, not output (we are not communists!) But we have a problem. Should we maximize 1 utility in each period, treating every period as equally important, (golden rule) or, 2 the present value of total utility of all present and future periods, using an appropriate discount factor? (optimal solution) Kam Yu (LU) Lecture 2 The Centralized Economy Winter / 45

11 Golden Rule Solution Golden Rule The Steady State The dynamic resource constraint (2.4) can be written as c t = F (k t ) k t+1 + (1 δ)k t. (2.5) The steady state is attained when all variable are the same in all subsequent periods, i.e., c t = c and k t = k, t = 1, 2,.... Then (2.5) becomes c = F (k) δk. (2.6) The necessary condition for maximization is c k = F (k) δ = 0, (2.7) which means that marginal product is equal to the depreciation rate when consumption is maximized in the steady state. Kam Yu (LU) Lecture 2 The Centralized Economy Winter / 45

12 Golden Rule Solution Golden Rule Steady State Figure 2.1. The marginal product of capital. k # k y c # +δ k # F(k) δ k # max c = c # = F(k # ) δ k # δ k δ Figure 2.2. Total output, consumption, and replacement investment. k # k c t + k t + 1 Kam Yu (LU) Lecture 2 The Centralized Economy Winter / 45

13 Optimal Solution The Optimization Problem In the optimal solution the present value of current (period t) and future (t + s) utility is maximized: max c t+s,k t+s+1 β s U(c t+s ) s=0 subject to F (k t+s ) = c t+s + k t+s+1 (1 δ)k t+s, where β = 1/(1 + θ) and θ > 0 is called the social discount rate. The Lagrangian is L t = s=0 { β s U(c t+s ) } + λ t+s [F (k t+s ) c t+s k t+s+1 + (1 δ)k t+s ], (2.8) where λ t+s is the Lagrange multiplier in period t + s. Kam Yu (LU) Lecture 2 The Centralized Economy Winter / 45

14 Optimal Solution Necessary Conditions The first-order conditions are L t c t+s = β s U (c t+s ) λ t+s = 0, s 0, (2.9) L t k t+s = λ t+s [F (k t+s ) + 1 δ] λ t+s 1 = 0, s 1, with the resource constraint F (k t+s ) = c t+s + k t+s+1 (1 δ)k t+s, s 0, and the transversality condition (2.10) lim s βs U (c t+s )k t+s+1 = 0. (2.11) Kam Yu (LU) Lecture 2 The Centralized Economy Winter / 45

15 Optimal Solution The Euler Equation The Euler Equation Eliminating λ t+s and λ t+s 1 in (2.10) using (2.9) gives β s U (c t+s )[F (k t+s ) + 1 δ] = β s 1 U (c t+s 1 ), s 0. For s = 1 this can be written as β U (c t+1 ) U (c t ) [ F (k t+1 ) + 1 δ ] = 1. (2.12) This is called the Euler equation, which is the corner stone of dynamic optimization problems in consumption. Kam Yu (LU) Lecture 2 The Centralized Economy Winter / 45

16 Optimal Solution Interpretation Interpretation of the Euler Equation The Euler equation reflects the intertemporal substitution of consumption between two consecutive periods. Consider periods t and t + 1: V t = U(c t ) + βu(c t+1 ). Using the implicit function theorem, the slope of the indifference curve in the (c t, c t+1 ) space is called the marginal rate of time preference: dc t+1 dc t = U (c t ) βu (c t+1 ). (2.13) Kam Yu (LU) Lecture 2 The Centralized Economy Winter / 45

17 Optimal Solution Interpretation Interpretation continued The budget constraint in period t and t + 1 can be written respectively as k t+1 = F (k t ) + (1 δ)k t c t, c t+1 = F (k t+1 ) k t+2 + (1 δ)k t+1. Using the chain rule to differentiate c t+1 with respect to c t, we get dc t+1 dc t = [F (k t+1 ) + 1 δ]. (2.14) This is the slope of the intertemporal production possibility frontier (IPPF). Equating (2.13) and (2.14) gives the Euler equation. That is, at the optimal point (ct, ct+1 ), the indifference curve of the household is tangent to the IPPF. Kam Yu (LU) Lecture 2 The Centralized Economy Winter / 45

18 Optimal Solution Interpretation aphical Representation of the Solution Kam Yu (LU) Lecture 2 The Centralized Economy Winter / 45 mal Graphical Solution Interpretation c t + 1 max c t+1 c * t + 1 V t = U(c t ) + βu(c t + 1 ) c* t max c t 1 + r t + 1 Figure 2.4. A graphical solution based on the IPPF.

19 Optimal Solution Static Equilibrium Steady-State Solution In the steady state (long-run), c t = c and k t = k for all t. The Euler equation becomes or, with β = 1/(1 + θ), β U (c ) [ F U (c (k ) + 1 δ ] = 1, ) From the resource constraint we have F (k ) = 1/β + δ 1 = δ + θ. (2.21) c = F (k ) δk. (2.22) Comparing with the golden rule solution, where F (k # ) = δ, the long-run capital stock is at a lower level. That is, c < c # and k < k #. Kam Yu (LU) Lecture 2 The Centralized Economy Winter / 45

20 n is therefore Kam Yu (LU) different from Lecture that 2 The for Centralized the golden Economy rule, where F Winter (k) 2013 = 17 / 45 Optimal Solution Static Equilibrium k * k # k Comparing Figure Golden 2.5. Optimal Rulelong-run and Optimal capital. Solution y F(k) c # + δ k # c * + δ k * δ + θ δk δ k * δ k * k # Figure 2.6. Optimal long-run consumption. k

21 Optimal Solution Dynamics Linear Approximation So far we have established two dynamic relations between two consecutive periods, the Euler equation and the resource constraint: β U (c t+1 ) U (c t ) [ F (k t+1 ) + 1 δ ] = 1, k t+1 = F (k t ) δk t c t. (2.17) The relation between c t+1 and c t can be better seen by taking a first-order Taylor approximation of U (c t+1 ) about c t : U (c t+1 ) U (c t ) + U (c t ) c t+1. The Euler equation becomes, with U (c t )/U (c t ) 0, [ 1 c t+1 = U (c t ) U (c t ) 1 β[f (k t+1 ) + 1 δ] ]. (2.18) Kam Yu (LU) Lecture 2 The Centralized Economy Winter / 45

22 Optimal Solution Dynamics Dynamics of Consumption and Capital In the steady state, F (k t+1 ) = F (k ) = δ + θ and so c = U (c [ ] ) 1 U (c 1 = 0. ) β[δ + θ + 1 δ] Two conclusions: 1 When k > k, F (k) < F (k ) and by (2.18) c < 0. 2 When k < k, F (k) > F (k ) and by (2.18) c > 0. From the resource constraint (2.17), 1 When c t > F (k t ) δk t, then k < 0 2 When c t < F (k t ) δk t, then k > 0 Kam Yu (LU) Lecture 2 The Centralized Economy Winter / 45

23 Optimal Solution Dynamics Phase Diagrams 2.4. Optimal 2. The Centralized Solution Economy c t + 1 = 0 k t + 1 < 0 c > F(k) δ k c t + k t + 1 c t + 1 > 0 c t + 1 < 0 c t + k t + 1 k t + 1 > 0 c < F(k) δ k k = 0 c = F(k) δ k Figure 2.8. Consumption dynamics. k * k t Figure 2.9. Capital dynamics. k that both equations are nonlinear. We therefore c consider t + k t + 1 S e., a solution that holds in the neighborhood of equilibugh linearizing the Euler equation by taking a Taylor c # series 1) about c t. This gives c * U (c t+1 ) U (c t ) + c t+1 U B (c t ). Kam Yu (LU) Lecture 2 The Centralized Economy Winter / 45 A

24 ed by the economy, i.e., the parameters of the model, an Kam Yu (LU) Lecture 2 The Centralized Economy Winter / 45 The Saddle Path Optimal Solution Dynamics Figure 2.9. Capital dynamics. k c t + k t + 1 S c # A * c B S k = 0 k * k # k Figure Phase diagram.

25 Optimal Solution Algebraic Analysis Linear Approximation of the Euler Equation The Euler equation is a non-linear equation in c t+1, c t, and k t+1. For an algebraic solution we need to linearize it. So let f (x) = U (c t+1 ) [ F U (k t+1 ) + 1 δ ], (c t ) where x = [c t+1 c t k t+1 ] T. The first-order Taylor approximation of f about x = [c c k ] T is f (x) f (x ) + f (x ) T (x x ) = U (c ) U (c ) [F (k ) + 1 δ] + U (c ) U (c ) [F (k ) + 1 δ](c t+1 c ) U (c ) [U (c )] 2 U (c )[F (k ) + 1 δ](c t c ) + U (c ) U (c ) F (k )(k t+1 k ) Kam Yu (LU) Lecture 2 The Centralized Economy Winter / 45

26 Optimal Solution Algebraic Analysis f (x) F (k ) + 1 δ + U (c ) U (c ) [F (k ) + 1 δ](c t+1 c t ) + F (k )(k t+1 k ). It follows that the first-order Taylor approximation of the Euler equation is [ β F (k ) + 1 δ + U (c ) U (c ) [F (k ) + 1 δ] c t+1 ] + F (k )(k t+1 k ) 1. Using F (k ) = δ + θ (2.21) and rearranging gives (c t+1 c ) = (c t c ) F (k )U (c ) (1 + θ)u (c ) (k t+1 k ). (2.23) Kam Yu (LU) Lecture 2 The Centralized Economy Winter / 45

27 Optimal Solution Algebraic Analysis Linear Approximation of the Resource Constraint Recall the resource constraint k t+1 = F (k t ) δk t c t. (2.17) Use a first-order Taylor approximation for F (k t ), (2.17) becomes k t+1 k t F (k ) + F (k )(k t k ) δk t c t. Using (2.21), c = F (k ) δk (2.22), and rearranging gives k t+1 k F (k ) + (δ + θ)(k t k ) δk t c t k + k t = F (k ) δk + δk t + θk t θk δk t c t k + k t = (c t c ) + (1 + θ)(k t k ). (2.24) Kam Yu (LU) Lecture 2 The Centralized Economy Winter / 45

28 Optimal Solution Algebraic Analysis Back to the Euler Equation Substitute (2.24) into (2.23), we have (c t+1 c ) = (c t c ) F (k )U (c ) (1 + θ)u (c ) [(1 + θ)(k t k ) (c t c )] or (c t+1 c ) = [ 1 + F (k )U (c ] ) (1 + θ)u (c (c t c ) ) F (k )U (c ) U (c (k t k ) (2.23a) ) Kam Yu (LU) Lecture 2 The Centralized Economy Winter / 45

29 Optimal Solution Algebraic Analysis Linear Dynamical System The linearized Euler equation (2.23a) and resource constraint (2.24) can be expressed in matrix form as [ ct+1 c ] ] [1 + F U k t+1 k = (1+θ)U F U [ct U c ] θ k t k. This is a two-dimensional linear dynamical system x t+1 = Ax t. with x t = (c t c, k t k ) T. The system converges to the steady-state if the absolute values of the two eigenvalues of the matrix A are both less than 1. See Devaney (2003, p ) for details. In particular, the optimal solution will give the saddle path depicted in Figure Kam Yu (LU) Lecture 2 The Centralized Economy Winter / 45

30 Real Business Cycle Dynamics The Business Cycle An economy is constantly impacted by shocks. Shocks can be temporary or permanent, anticipated or unanticipated. Real business cycle theory focuses on technology shocks (innovations). After a shock the economy follows the saddle path and converges to the new steady-state equilibrium. During the adjustment periods the optimality assumption is maintained. Stabilization policy may be useful in the presence of market imperfections. Kam Yu (LU) Lecture 2 The Centralized Economy Winter / 45

31 Real Business Cycle Dynamics Technology Shocks Adjustment Process for a Positive Technology Shocks For a permanent shock, 1 Marginal product shifts from F 0 to F 1. 2 Optimal long-run capital stock raised from k 0 to k 1. Equilibrium point moved from A to B. 3 At time t = 0, capital is fixed at k0. Consumption jumps from c 0 to c 1, i.e., from point A to C on the new saddle path. 4 Consumption and capital stock converge over time to the new steady-state equilibrium at point B. 5 Results: consumption and capital both increase. For a temporary shock, k remains the same. Consumption is temporary adjusted to absorb the shock. Kam Yu (LU) Lecture 2 The Centralized Economy Winter / 45

32 Real Business Cycle Dynamics Technology Shocks Effects of a Positive Technology Shock A F 1 ' F 0 ' k* k * 0 1 k Figure 2. The Centralized The effect Economy on capital of a positive technology sh F'(k) c t + k t + 1 c = 0 B δ + θ A B F 1 ' F 0 ' ' c 1 ' c 0 C A k = 0 * k 1 * k k 0 k* k * 0 1 k The effect on capital of a positive Figure technology The effect shock. on consumption of a positive technology + k t Permanent Technology Shocks A positive technology shock increases the marginal product of ca Kam Yu (LU) depicted Lecture in figure 2 The 2.11 Centralized as Economy a shift from F 0 to FWinter 1.As 2013 δ + θ 29 is / 45 un

33 Real Business Cycle Dynamics Dynamics of the Golden Rule c t + k t + 1 Golden Rule Revisited We looked at the steady-state equilibrium of the golden rule: F (k # ) = δ, c > F(k) δ k k t + 1 > 0 c < F(k) δ k c # = F (k # ) δk #. What is the dynamics from the initial stage to the steady state? Figure 2.9. Capital dynamics. k = 0 c = F(k) δ k k Take the optimal solution model and set θ 0. Then β 1 in the Euler equation. Resource constraint unchanged. Point B approaches A. c t + k t + 1 c # * c S B S A k * k # k Figure Phase diagram. k = 0 is determined by the economy, i.e., the parameters of the model, and c Kam Yu (LU) Lecture 2 The Centralized Economy Winter / 45

34 Real Business Cycle Dynamics Golden Rule Revisited Stability of the Golden Rule The book says the golden rule has a unstable equilibrium. But... Golden rule is a special case of optimal solution, with social discount rate θ = 0. There is no inherent instability in the golden rule, unless we insist on setting c # = F (k # ) δk # in all time. Shocks can be accommodated by adjusting consumption to be on the saddle path. The true value of θ is an empirical question. Kam Yu (LU) Lecture 2 The Centralized Economy Winter / 45

35 Labour in the Basic Model Work and Leisure Assumptions: Households choose between labour time, n t and leisure time l t. Total time normalized to one: n t + l t = 1. The utility function U(c t, l t ) is increasing and concave, with U c > 0, U l > 0, U cc 0, U ll 0, U cl = 0. The production function F (k t, n t ) satisfies the Inada conditions. That is, F k > 0, F kk 0, F n > 0, F nn 0, F kn 0, lim k F k = 0, lim k 0 F k =, lim n F n = 0, lim n 0 F n =. Resource constraint: F (k t, n t ) = c t + k t+1 (1 δ)k t. Labour constraint: n t + l t = 1. Kam Yu (LU) Lecture 2 The Centralized Economy Winter / 45

36 Labour in the Basic Model Optimization The Lagrangian is L t = s=0 { β s U(c t+s, l t+s ) + λ t+s [F (k t+s, n t+s ) c t+s k t+s+1 + (1 δ)k t+s ] } + µ t+s [1 n t+s l t+s ]. The first-order conditions are L t = β s U c,t+s λ t+s = 0, c t+s s 0, (2.25) L t = β s U l,t+s µ t+s = 0, l t+s s 0, (2.26) L t = λ t+s F n,t+s µ t+s = 0, n t+s s 0, (2.27) L t = λ t+s [F k,t+s + 1 δ] λ t+s 1 = 0, k t+s s 1, (2.28) Kam Yu (LU) Lecture 2 The Centralized Economy Winter / 45

37 Labour in the Basic Model Key Results 1 Euler Equation: β U c,t+1 U c,t [F k,t δ] = 1. (2.29) 2 Eliminating λ t+s and µ t+s from the first three first-order conditions gives, for s = 0, U l,t = U c,t F n,t. (2.30) This means that if the household provides an extra unit of working time, marginal product is F n,t. Marginal utility gain of consuming this extra output is U c,t F n,t. This should be equal to the marginal utility of leisure. Kam Yu (LU) Lecture 2 The Centralized Economy Winter / 45

38 Labour in the Basic Model Steady-State Equilibrium 1 Setting U c,t+1 = U c,t = U c and F k,t+1 = F k in the Euler equation gives F k = θ + δ. 2 Consumption c, labour n, and leisure l can be solved by the resource constraint, labour constraint, and (2.30). 3 The short-run solutions for c t and k t are the same as before. Kam Yu (LU) Lecture 2 The Centralized Economy Winter / 45

39 Labour in the Basic Model Wage Rate and Rate of Return to Capital Assume that technology exhibits constant returns to scale. Then the production function F (k t, n t ) is linearly homogeneous. Applying Euler theorem to F gives F (k t, n t ) = F n,t n t + F k,t k t. (2.31) With two factors of production, this means national product is equal to national incomes. Real wage rate w t and return to capital r t are therefore given by w t = F n,t, r t = F k,t δ. Equation (2.31) can be written as The wage rate is given by F (k t, n t ) = w t n t + (r t + δ)k t. w t = F (k t, n t ) (r t + δ)k t n t. Kam Yu (LU) Lecture 2 The Centralized Economy Winter / 45

40 Investment Time to Build and Installation Costs of Capital Capital stock takes time to adjust, but so far we have assumed that investment is instantaneous with no installation cost. In practice, capital investment takes time to build and additional resources are needed for design and installation. Capital investment like wind turbines needs time and resources to design and build. Kam Yu (LU) Lecture 2 The Centralized Economy Winter / 45

41 Investment q-theory Costs of Installation Suppose that installation cost of each unit of capital is 1 2 φi t/k t, where φ 0. The resource constraint becomes (abstract from labour and leisure) ( F (k t ) = c t φi ) t i t, φ 0. (2.32) 2k t The Lagrangian of the optimization problem is L t = s=0 { β s U(c t+s ) [ + λ t+s F (k t+s ) c t+s i t+s φi t+s 2 ] 2k t+s } + µ t+s [i t+s k t+s+1 + (1 δ)k t+s ]. Kam Yu (LU) Lecture 2 The Centralized Economy Winter / 45

42 Investment q-theory First-Order Conditions L t = β s U (c t+s ) λ t+s = 0, s 0, c t+s ( L t = λ t+s 1 + φi ) t+s + µ t+s = 0, s 0, i t+s k t+s [ L t = λ t+s F (k t+s ) + φ ( ) ] 2 it+s k t+s 2 k t+s µ t+s 1 + (1 δ)µ t+s = 0, s 1, Define the Tobin s q in period t as q t = µ t /λ t. Then the second equation can be written as i t+s = 1 φ (q t+s 1)k t+s, s 0. (2.33) Therefore investment takes place only if q t+s > 1. Kam Yu (LU) Lecture 2 The Centralized Economy Winter / 45

43 Investment q-theory Tobin s q Tobin s q can be interpreted as the ratio of market value of one unit of investment to its cost. (Exercise) Using the first-order conditions and setting s = 1, we get F (k t+1 ) = U (c t ) βu (c t+1 ) q t (1 δ)q t+1 1 2φ (q t+1 1) 2. (2.35) Four equations, (2.32), (2.33), (2.35), and the capital accumulation equation k t+1 = i t + (1 δ)k t (2.32a) can be used to solve for four unknowns, c t, k t, i t, and q t. Kam Yu (LU) Lecture 2 The Centralized Economy Winter / 45

44 Investment q-theory Long-Run Solution In the steady state, (2.32a) implies that i = δk. Also, (2.33) implies that Therefore or Equation (2.35) gives (exercise) i = 1 (q 1)k. φ 1 (q 1) = δ, φ F (k) = θ + δ + φδ q = 1 + φδ 1. (2.36) ( θ + δ ) θ + δ. (2.37) 2 No installation cost means φ = 0 so that q = 1 and F (k) = θ + δ as before. With φ > 0, the steady-state capital stock given by (2.37) is lower. Kam Yu (LU) Lecture 2 The Centralized Economy Winter / 45

45 Investment q-theory Short-Run Dynamics To see the dynamics of the model we need to linearize (2.35) about the steady-state solution with the following steps (exercise): 1 Take the first-order Taylor approximation of (q t+1 1) 2 about the steady-state value q. 2 Put the result in (2.35). 3 Let c t+1 = c t in the steady state. 4 Use (2.36) and (2.37) to show that 5 Combining the results to get δ + φδ2 2 = F (k) θq. q t q = β(q t+1 q) + β[f (k t+1 ) F (k)]. (2.38) Kam Yu (LU) Lecture 2 The Centralized Economy Winter / 45

46 Investment q-theory Solution Equation (2.38) is a first-order difference equation in q t q. The forward solution is q t q = β s [F (k t+s ) F (k)]. s=1 Therefore q t can be seen as the present value of future marginal products of the investment in period t. Eliminating i t using (2.32a) and (2.33) gives or, using q = 1 + φδ, 1 φ (q t 1)k t = k t+1 (1 δ)k t, (q t q + φ)k t = φk t+1. (2.40a) This equation with (2.38) form the dynamic interaction between k t and q t. Kam Yu (LU) Lecture 2 The Centralized Economy Winter / 45

47 Investment q-theory Dynamics of q t and k t The linearized versions of equations (2.38) and (2.40a) are (1 β)(q t q) βf (k)(k t k) = β q t+1 + βf (k) k t+1, (2.39) k t (q t q) = φ k t+1. (2.40) In the steady state q t+1 = k t+1 = 0, (2.39) becomes k t k = Since F (k) < 0, k t is negatively related to q t. θ F (k) (q t q) (2.41) Kam Yu (LU) Lecture 2 The Centralized Economy Winter / 45

48 Investment q-theory A Permanent Positive Productivity Shock The line q 36 = 0 is from 2. The Centr (2.41). The line k = 0 is from (2.40). The two lines original intersects at A. Productivity shock shifts the q = 0 line. Economy jumps to B on the saddle path and converges to C. q 1 + φδ B A C q = 0 k = 0 Figure Phase diagram for q. where k is the steady-state level of k t. Thus, as F kk < 0, in st negatively related to q t through θ Kam Yu (LU) Lecture 2 The Centralized Economy Winter / 45 k

Assumption 5. The technology is represented by a production function, F : R 3 + R +, F (K t, N t, A t )

Assumption 5. The technology is represented by a production function, F : R 3 + R +, F (K t, N t, A t ) 6. Economic growth Let us recall the main facts on growth examined in the first chapter and add some additional ones. (1) Real output (per-worker) roughly grows at a constant rate (i.e. labor productivity

More information

Lecture 4 The Centralized Economy: Extensions

Lecture 4 The Centralized Economy: Extensions Lecture 4 The Centralized Economy: Extensions Leopold von Thadden University of Mainz and ECB (on leave) Advanced Macroeconomics, Winter Term 2013 1 / 36 I Motivation This Lecture considers some applications

More information

Lecture notes on modern growth theory

Lecture notes on modern growth theory Lecture notes on modern growth theory Part 2 Mario Tirelli Very preliminary material Not to be circulated without the permission of the author October 25, 2017 Contents 1. Introduction 1 2. Optimal economic

More information

Dynamic (Stochastic) General Equilibrium and Growth

Dynamic (Stochastic) General Equilibrium and Growth Dynamic (Stochastic) General Equilibrium and Growth Martin Ellison Nuffi eld College Michaelmas Term 2018 Martin Ellison (Nuffi eld) D(S)GE and Growth Michaelmas Term 2018 1 / 43 Macroeconomics is Dynamic

More information

Lecture 2 The Centralized Economy: Basic features

Lecture 2 The Centralized Economy: Basic features Lecture 2 The Centralized Economy: Basic features Leopold von Thadden University of Mainz and ECB (on leave) Advanced Macroeconomics, Winter Term 2013 1 / 41 I Motivation This Lecture introduces the basic

More information

The Real Business Cycle Model

The Real Business Cycle Model The Real Business Cycle Model Macroeconomics II 2 The real business cycle model. Introduction This model explains the comovements in the fluctuations of aggregate economic variables around their trend.

More information

Ramsey Cass Koopmans Model (1): Setup of the Model and Competitive Equilibrium Path

Ramsey Cass Koopmans Model (1): Setup of the Model and Competitive Equilibrium Path Ramsey Cass Koopmans Model (1): Setup of the Model and Competitive Equilibrium Path Ryoji Ohdoi Dept. of Industrial Engineering and Economics, Tokyo Tech This lecture note is mainly based on Ch. 8 of Acemoglu

More information

ECON 5118 Macroeconomic Theory

ECON 5118 Macroeconomic Theory ECON 5118 Macroeconomic Theory Winter 013 Test 1 February 1, 013 Answer ALL Questions Time Allowed: 1 hour 0 min Attention: Please write your answers on the answer book provided Use the right-side pages

More information

Permanent Income Hypothesis Intro to the Ramsey Model

Permanent Income Hypothesis Intro to the Ramsey Model Consumption and Savings Permanent Income Hypothesis Intro to the Ramsey Model Lecture 10 Topics in Macroeconomics November 6, 2007 Lecture 10 1/18 Topics in Macroeconomics Consumption and Savings Outline

More information

Macroeconomics I. University of Tokyo. Lecture 12. The Neo-Classical Growth Model: Prelude to LS Chapter 11.

Macroeconomics I. University of Tokyo. Lecture 12. The Neo-Classical Growth Model: Prelude to LS Chapter 11. Macroeconomics I University of Tokyo Lecture 12 The Neo-Classical Growth Model: Prelude to LS Chapter 11. Julen Esteban-Pretel National Graduate Institute for Policy Studies The Cass-Koopmans Model: Environment

More information

Lecture 15. Dynamic Stochastic General Equilibrium Model. Randall Romero Aguilar, PhD I Semestre 2017 Last updated: July 3, 2017

Lecture 15. Dynamic Stochastic General Equilibrium Model. Randall Romero Aguilar, PhD I Semestre 2017 Last updated: July 3, 2017 Lecture 15 Dynamic Stochastic General Equilibrium Model Randall Romero Aguilar, PhD I Semestre 2017 Last updated: July 3, 2017 Universidad de Costa Rica EC3201 - Teoría Macroeconómica 2 Table of contents

More information

Advanced Macroeconomics

Advanced Macroeconomics Advanced Macroeconomics The Ramsey Model Marcin Kolasa Warsaw School of Economics Marcin Kolasa (WSE) Ad. Macro - Ramsey model 1 / 30 Introduction Authors: Frank Ramsey (1928), David Cass (1965) and Tjalling

More information

Neoclassical Business Cycle Model

Neoclassical Business Cycle Model Neoclassical Business Cycle Model Prof. Eric Sims University of Notre Dame Fall 2015 1 / 36 Production Economy Last time: studied equilibrium in an endowment economy Now: study equilibrium in an economy

More information

Dynamic Optimization Using Lagrange Multipliers

Dynamic Optimization Using Lagrange Multipliers Dynamic Optimization Using Lagrange Multipliers Barbara Annicchiarico barbara.annicchiarico@uniroma2.it Università degli Studi di Roma "Tor Vergata" Presentation #2 Deterministic Infinite-Horizon Ramsey

More information

Competitive Equilibrium and the Welfare Theorems

Competitive Equilibrium and the Welfare Theorems Competitive Equilibrium and the Welfare Theorems Craig Burnside Duke University September 2010 Craig Burnside (Duke University) Competitive Equilibrium September 2010 1 / 32 Competitive Equilibrium and

More information

Public Economics The Macroeconomic Perspective Chapter 2: The Ramsey Model. Burkhard Heer University of Augsburg, Germany

Public Economics The Macroeconomic Perspective Chapter 2: The Ramsey Model. Burkhard Heer University of Augsburg, Germany Public Economics The Macroeconomic Perspective Chapter 2: The Ramsey Model Burkhard Heer University of Augsburg, Germany October 3, 2018 Contents I 1 Central Planner 2 3 B. Heer c Public Economics: Chapter

More information

Uncertainty Per Krusell & D. Krueger Lecture Notes Chapter 6

Uncertainty Per Krusell & D. Krueger Lecture Notes Chapter 6 1 Uncertainty Per Krusell & D. Krueger Lecture Notes Chapter 6 1 A Two-Period Example Suppose the economy lasts only two periods, t =0, 1. The uncertainty arises in the income (wage) of period 1. Not that

More information

Monetary Economics: Solutions Problem Set 1

Monetary Economics: Solutions Problem Set 1 Monetary Economics: Solutions Problem Set 1 December 14, 2006 Exercise 1 A Households Households maximise their intertemporal utility function by optimally choosing consumption, savings, and the mix of

More information

Macroeconomic Theory and Analysis Suggested Solution for Midterm 1

Macroeconomic Theory and Analysis Suggested Solution for Midterm 1 Macroeconomic Theory and Analysis Suggested Solution for Midterm February 25, 2007 Problem : Pareto Optimality The planner solves the following problem: u(c ) + u(c 2 ) + v(l ) + v(l 2 ) () {c,c 2,l,l

More information

Economic Growth: Lecture 8, Overlapping Generations

Economic Growth: Lecture 8, Overlapping Generations 14.452 Economic Growth: Lecture 8, Overlapping Generations Daron Acemoglu MIT November 20, 2018 Daron Acemoglu (MIT) Economic Growth Lecture 8 November 20, 2018 1 / 46 Growth with Overlapping Generations

More information

Endogenous Growth Theory

Endogenous Growth Theory Endogenous Growth Theory Lecture Notes for the winter term 2010/2011 Ingrid Ott Tim Deeken October 21st, 2010 CHAIR IN ECONOMIC POLICY KIT University of the State of Baden-Wuerttemberg and National Laboratory

More information

Advanced Macroeconomics

Advanced Macroeconomics Advanced Macroeconomics The Ramsey Model Micha l Brzoza-Brzezina/Marcin Kolasa Warsaw School of Economics Micha l Brzoza-Brzezina/Marcin Kolasa (WSE) Ad. Macro - Ramsey model 1 / 47 Introduction Authors:

More information

slides chapter 3 an open economy with capital

slides chapter 3 an open economy with capital slides chapter 3 an open economy with capital Princeton University Press, 2017 Motivation In this chaper we introduce production and physical capital accumulation. Doing so will allow us to address two

More information

Foundations of Modern Macroeconomics Second Edition

Foundations of Modern Macroeconomics Second Edition Foundations of Modern Macroeconomics Second Edition Chapter 4: Anticipation effects and economic policy BJ Heijdra Department of Economics, Econometrics & Finance University of Groningen 1 September 2009

More information

New Notes on the Solow Growth Model

New Notes on the Solow Growth Model New Notes on the Solow Growth Model Roberto Chang September 2009 1 The Model The firstingredientofadynamicmodelisthedescriptionofthetimehorizon. In the original Solow model, time is continuous and the

More information

The Growth Model in Continuous Time (Ramsey Model)

The Growth Model in Continuous Time (Ramsey Model) The Growth Model in Continuous Time (Ramsey Model) Prof. Lutz Hendricks Econ720 September 27, 2017 1 / 32 The Growth Model in Continuous Time We add optimizing households to the Solow model. We first study

More information

Lecture 6: Discrete-Time Dynamic Optimization

Lecture 6: Discrete-Time Dynamic Optimization Lecture 6: Discrete-Time Dynamic Optimization Yulei Luo Economics, HKU November 13, 2017 Luo, Y. (Economics, HKU) ECON0703: ME November 13, 2017 1 / 43 The Nature of Optimal Control In static optimization,

More information

1 The Basic RBC Model

1 The Basic RBC Model IHS 2016, Macroeconomics III Michael Reiter Ch. 1: Notes on RBC Model 1 1 The Basic RBC Model 1.1 Description of Model Variables y z k L c I w r output level of technology (exogenous) capital at end of

More information

The Ramsey Model. Alessandra Pelloni. October TEI Lecture. Alessandra Pelloni (TEI Lecture) Economic Growth October / 61

The Ramsey Model. Alessandra Pelloni. October TEI Lecture. Alessandra Pelloni (TEI Lecture) Economic Growth October / 61 The Ramsey Model Alessandra Pelloni TEI Lecture October 2015 Alessandra Pelloni (TEI Lecture) Economic Growth October 2015 1 / 61 Introduction Introduction Introduction Ramsey-Cass-Koopmans model: di ers

More information

HOMEWORK #3 This homework assignment is due at NOON on Friday, November 17 in Marnix Amand s mailbox.

HOMEWORK #3 This homework assignment is due at NOON on Friday, November 17 in Marnix Amand s mailbox. Econ 50a second half) Yale University Fall 2006 Prof. Tony Smith HOMEWORK #3 This homework assignment is due at NOON on Friday, November 7 in Marnix Amand s mailbox.. This problem introduces wealth inequality

More information

Topic 2. Consumption/Saving and Productivity shocks

Topic 2. Consumption/Saving and Productivity shocks 14.452. Topic 2. Consumption/Saving and Productivity shocks Olivier Blanchard April 2006 Nr. 1 1. What starting point? Want to start with a model with at least two ingredients: Shocks, so uncertainty.

More information

Lecture Notes October 18, Reading assignment for this lecture: Syllabus, section I.

Lecture Notes October 18, Reading assignment for this lecture: Syllabus, section I. Lecture Notes October 18, 2012 Reading assignment for this lecture: Syllabus, section I. Economic General Equilibrium Partial and General Economic Equilibrium PARTIAL EQUILIBRIUM S k (p o ) = D k k (po

More information

Growth Theory: Review

Growth Theory: Review Growth Theory: Review Lecture 1.1, Exogenous Growth Topics in Growth, Part 2 June 11, 2007 Lecture 1.1, Exogenous Growth 1/76 Topics in Growth, Part 2 Growth Accounting: Objective and Technical Framework

More information

A simple macro dynamic model with endogenous saving rate: the representative agent model

A simple macro dynamic model with endogenous saving rate: the representative agent model A simple macro dynamic model with endogenous saving rate: the representative agent model Virginia Sánchez-Marcos Macroeconomics, MIE-UNICAN Macroeconomics (MIE-UNICAN) A simple macro dynamic model with

More information

Introduction to Real Business Cycles: The Solow Model and Dynamic Optimization

Introduction to Real Business Cycles: The Solow Model and Dynamic Optimization Introduction to Real Business Cycles: The Solow Model and Dynamic Optimization Vivaldo Mendes a ISCTE IUL Department of Economics 24 September 2017 (Vivaldo M. Mendes ) Macroeconomics (M8674) 24 September

More information

Equilibrium in a Production Economy

Equilibrium in a Production Economy Equilibrium in a Production Economy Prof. Eric Sims University of Notre Dame Fall 2012 Sims (ND) Equilibrium in a Production Economy Fall 2012 1 / 23 Production Economy Last time: studied equilibrium in

More information

Indeterminacy with No-Income-Effect Preferences and Sector-Specific Externalities

Indeterminacy with No-Income-Effect Preferences and Sector-Specific Externalities Indeterminacy with No-Income-Effect Preferences and Sector-Specific Externalities Jang-Ting Guo University of California, Riverside Sharon G. Harrison Barnard College, Columbia University July 9, 2008

More information

Economic Growth: Lecture 7, Overlapping Generations

Economic Growth: Lecture 7, Overlapping Generations 14.452 Economic Growth: Lecture 7, Overlapping Generations Daron Acemoglu MIT November 17, 2009. Daron Acemoglu (MIT) Economic Growth Lecture 7 November 17, 2009. 1 / 54 Growth with Overlapping Generations

More information

problem. max Both k (0) and h (0) are given at time 0. (a) Write down the Hamilton-Jacobi-Bellman (HJB) Equation in the dynamic programming

problem. max Both k (0) and h (0) are given at time 0. (a) Write down the Hamilton-Jacobi-Bellman (HJB) Equation in the dynamic programming 1. Endogenous Growth with Human Capital Consider the following endogenous growth model with both physical capital (k (t)) and human capital (h (t)) in continuous time. The representative household solves

More information

Lecture 5: The neoclassical growth model

Lecture 5: The neoclassical growth model THE UNIVERSITY OF SOUTHAMPTON Paul Klein Office: Murray Building, 3005 Email: p.klein@soton.ac.uk URL: http://paulklein.se Economics 3010 Topics in Macroeconomics 3 Autumn 2010 Lecture 5: The neoclassical

More information

Housing with overlapping generations

Housing with overlapping generations Housing with overlapping generations Chiara Forlati, Michael Hatcher, Alessandro Mennuni University of Southampton Preliminary and Incomplete May 16, 2015 Abstract We study the distributional and efficiency

More information

Macroeconomic Theory and Analysis V Suggested Solutions for the First Midterm. max

Macroeconomic Theory and Analysis V Suggested Solutions for the First Midterm. max Macroeconomic Theory and Analysis V31.0013 Suggested Solutions for the First Midterm Question 1. Welfare Theorems (a) There are two households that maximize max i,g 1 + g 2 ) {c i,l i} (1) st : c i w(1

More information

Growth Theory: Review

Growth Theory: Review Growth Theory: Review Lecture 1, Endogenous Growth Economic Policy in Development 2, Part 2 March 2009 Lecture 1, Exogenous Growth 1/104 Economic Policy in Development 2, Part 2 Outline Growth Accounting

More information

University of Pittsburgh Department of Economics Econ 1720: Advanced Macroeconomics Handout 3

University of Pittsburgh Department of Economics Econ 1720: Advanced Macroeconomics Handout 3 University of Pittsburgh Department of Economics Econ 1720: Advanced Macroeconomics Handout 3 This handout presents how we can use all the results obtained in handouts 1 and 2 in order to characterize

More information

Dynamic Optimization: An Introduction

Dynamic Optimization: An Introduction Dynamic Optimization An Introduction M. C. Sunny Wong University of San Francisco University of Houston, June 20, 2014 Outline 1 Background What is Optimization? EITM: The Importance of Optimization 2

More information

Lecture 2. (1) Aggregation (2) Permanent Income Hypothesis. Erick Sager. September 14, 2015

Lecture 2. (1) Aggregation (2) Permanent Income Hypothesis. Erick Sager. September 14, 2015 Lecture 2 (1) Aggregation (2) Permanent Income Hypothesis Erick Sager September 14, 2015 Econ 605: Adv. Topics in Macroeconomics Johns Hopkins University, Fall 2015 Erick Sager Lecture 2 (9/14/15) 1 /

More information

Chapter 12 Ramsey Cass Koopmans model

Chapter 12 Ramsey Cass Koopmans model Chapter 12 Ramsey Cass Koopmans model O. Afonso, P. B. Vasconcelos Computational Economics: a concise introduction O. Afonso, P. B. Vasconcelos Computational Economics 1 / 33 Overview 1 Introduction 2

More information

1 Two elementary results on aggregation of technologies and preferences

1 Two elementary results on aggregation of technologies and preferences 1 Two elementary results on aggregation of technologies and preferences In what follows we ll discuss aggregation. What do we mean with this term? We say that an economy admits aggregation if the behavior

More information

How much should the nation save?

How much should the nation save? How much should the nation save? Econ 4310 Lecture 2 Asbjorn Rodseth University of Oslo August 21, 2013 Asbjorn Rodseth (University of Oslo) How much should the nation save? August 21, 2013 1 / 13 Outline

More information

ECON 5118 Macroeconomic Theory

ECON 5118 Macroeconomic Theory ECON 5118 Macroeconomic Theory Assignments April 23, 2013 Chapter 1 1 Explain why the monetarists think that using monetary policy to fine tune the economy may not be a good idea 2 What are the key assumptions

More information

The Fundamental Welfare Theorems

The Fundamental Welfare Theorems The Fundamental Welfare Theorems The so-called Fundamental Welfare Theorems of Economics tell us about the relation between market equilibrium and Pareto efficiency. The First Welfare Theorem: Every Walrasian

More information

Slides II - Dynamic Programming

Slides II - Dynamic Programming Slides II - Dynamic Programming Julio Garín University of Georgia Macroeconomic Theory II (Ph.D.) Spring 2017 Macroeconomic Theory II Slides II - Dynamic Programming Spring 2017 1 / 32 Outline 1. Lagrangian

More information

Advanced Macroeconomics

Advanced Macroeconomics Advanced Macroeconomics Endogenous Growth Marcin Kolasa Warsaw School of Economics Marcin Kolasa (WSE) Ad. Macro - Endogenous growth 1 / 18 Introduction The Solow and Ramsey models are exogenous growth

More information

Lecture 5 Dynamics of the Growth Model. Noah Williams

Lecture 5 Dynamics of the Growth Model. Noah Williams Lecture 5 Dynamics of the Growth Model Noah Williams University of Wisconsin - Madison Economics 702/312 Spring 2016 An Example Now work out a parametric example, using standard functional forms. Cobb-Douglas

More information

Equilibrium in a Model with Overlapping Generations

Equilibrium in a Model with Overlapping Generations Equilibrium in a Model with Overlapping Generations Dynamic Macroeconomic Analysis Universidad Autonóma de Madrid Fall 2012 Dynamic Macroeconomic Analysis (UAM) OLG Fall 2012 1 / 69 1 OLG with physical

More information

Economics 202A Lecture Outline #3 (version 1.0)

Economics 202A Lecture Outline #3 (version 1.0) Economics 202A Lecture Outline #3 (version.0) Maurice Obstfeld Steady State of the Ramsey-Cass-Koopmans Model In the last few lectures we have seen how to set up the Ramsey-Cass- Koopmans Model in discrete

More information

Foundations for the New Keynesian Model. Lawrence J. Christiano

Foundations for the New Keynesian Model. Lawrence J. Christiano Foundations for the New Keynesian Model Lawrence J. Christiano Objective Describe a very simple model economy with no monetary frictions. Describe its properties. markets work well Modify the model to

More information

Macroeconomics I. University of Tokyo. Lecture 13

Macroeconomics I. University of Tokyo. Lecture 13 Macroeconomics I University of Tokyo Lecture 13 The Neo-Classical Growth Model II: Distortionary Taxes LS Chapter 11. Julen Esteban-Pretel National Graduate Institute for Policy Studies Environment! Time

More information

Economic Growth: Lectures 5-7, Neoclassical Growth

Economic Growth: Lectures 5-7, Neoclassical Growth 14.452 Economic Growth: Lectures 5-7, Neoclassical Growth Daron Acemoglu MIT November 7, 9 and 14, 2017. Daron Acemoglu (MIT) Economic Growth Lectures 5-7 November 7, 9 and 14, 2017. 1 / 83 Introduction

More information

Problem Set #2: Overlapping Generations Models Suggested Solutions - Q2 revised

Problem Set #2: Overlapping Generations Models Suggested Solutions - Q2 revised University of Warwick EC9A Advanced Macroeconomic Analysis Problem Set #: Overlapping Generations Models Suggested Solutions - Q revised Jorge F. Chavez December 6, 0 Question Consider the following production

More information

Macroeconomics Theory II

Macroeconomics Theory II Macroeconomics Theory II Francesco Franco FEUNL February 2016 Francesco Franco (FEUNL) Macroeconomics Theory II February 2016 1 / 18 Road Map Research question: we want to understand businesses cycles.

More information

TOBB-ETU - Econ 532 Practice Problems II (Solutions)

TOBB-ETU - Econ 532 Practice Problems II (Solutions) TOBB-ETU - Econ 532 Practice Problems II (Solutions) Q: Ramsey Model: Exponential Utility Assume that in nite-horizon households maximize a utility function of the exponential form 1R max U = e (n )t (1=)e

More information

Foundations of Modern Macroeconomics B. J. Heijdra & F. van der Ploeg Chapter 2: Dynamics in Aggregate Demand and Supply

Foundations of Modern Macroeconomics B. J. Heijdra & F. van der Ploeg Chapter 2: Dynamics in Aggregate Demand and Supply Foundations of Modern Macroeconomics: Chapter 2 1 Foundations of Modern Macroeconomics B. J. Heijdra & F. van der Ploeg Chapter 2: Dynamics in Aggregate Demand and Supply Foundations of Modern Macroeconomics:

More information

Practice Questions for Mid-Term I. Question 1: Consider the Cobb-Douglas production function in intensive form:

Practice Questions for Mid-Term I. Question 1: Consider the Cobb-Douglas production function in intensive form: Practice Questions for Mid-Term I Question 1: Consider the Cobb-Douglas production function in intensive form: y f(k) = k α ; α (0, 1) (1) where y and k are output per worker and capital per worker respectively.

More information

Topic 8: Optimal Investment

Topic 8: Optimal Investment Topic 8: Optimal Investment Yulei Luo SEF of HKU November 22, 2013 Luo, Y. SEF of HKU) Macro Theory November 22, 2013 1 / 22 Demand for Investment The importance of investment. First, the combination of

More information

EC9A2 Advanced Macro Analysis - Class #1

EC9A2 Advanced Macro Analysis - Class #1 EC9A2 Advanced Macro Analysis - Class #1 Jorge F. Chávez University of Warwick October 29, 2012 Outline 1. Some math 2. Shocking the Solow model 3. The Golden Rule 4. CES production function (more math)

More information

Neoclassical Growth Model / Cake Eating Problem

Neoclassical Growth Model / Cake Eating Problem Dynamic Optimization Institute for Advanced Studies Vienna, Austria by Gabriel S. Lee February 1-4, 2008 An Overview and Introduction to Dynamic Programming using the Neoclassical Growth Model and Cake

More information

The Fundamental Welfare Theorems

The Fundamental Welfare Theorems The Fundamental Welfare Theorems The so-called Fundamental Welfare Theorems of Economics tell us about the relation between market equilibrium and Pareto efficiency. The First Welfare Theorem: Every Walrasian

More information

Foundations for the New Keynesian Model. Lawrence J. Christiano

Foundations for the New Keynesian Model. Lawrence J. Christiano Foundations for the New Keynesian Model Lawrence J. Christiano Objective Describe a very simple model economy with no monetary frictions. Describe its properties. markets work well Modify the model dlto

More information

Economic Growth: Lecture 9, Neoclassical Endogenous Growth

Economic Growth: Lecture 9, Neoclassical Endogenous Growth 14.452 Economic Growth: Lecture 9, Neoclassical Endogenous Growth Daron Acemoglu MIT November 28, 2017. Daron Acemoglu (MIT) Economic Growth Lecture 9 November 28, 2017. 1 / 41 First-Generation Models

More information

Chapter 3 Task 1-4. Growth and Innovation Fridtjof Zimmermann

Chapter 3 Task 1-4. Growth and Innovation Fridtjof Zimmermann Chapter 3 Task 1-4 Growth and Innovation Fridtjof Zimmermann Recept on how to derive the Euler-Equation (Keynes-Ramsey-Rule) 1. Construct the Hamiltonian Equation (Lagrange) H c, k, t, μ = U + μ(side Condition)

More information

Suggested Solutions to Problem Set 2

Suggested Solutions to Problem Set 2 Macroeconomic Theory, Fall 03 SEF, HKU Instructor: Dr. Yulei Luo October 03 Suggested Solutions to Problem Set. 0 points] Consider the following Ramsey-Cass-Koopmans model with fiscal policy. First, we

More information

ECON 582: The Neoclassical Growth Model (Chapter 8, Acemoglu)

ECON 582: The Neoclassical Growth Model (Chapter 8, Acemoglu) ECON 582: The Neoclassical Growth Model (Chapter 8, Acemoglu) Instructor: Dmytro Hryshko 1 / 21 Consider the neoclassical economy without population growth and technological progress. The optimal growth

More information

Microeconomic Theory -1- Introduction

Microeconomic Theory -1- Introduction Microeconomic Theory -- Introduction. Introduction. Profit maximizing firm with monopoly power 6 3. General results on maximizing with two variables 8 4. Model of a private ownership economy 5. Consumer

More information

ECON 582: Dynamic Programming (Chapter 6, Acemoglu) Instructor: Dmytro Hryshko

ECON 582: Dynamic Programming (Chapter 6, Acemoglu) Instructor: Dmytro Hryshko ECON 582: Dynamic Programming (Chapter 6, Acemoglu) Instructor: Dmytro Hryshko Indirect Utility Recall: static consumer theory; J goods, p j is the price of good j (j = 1; : : : ; J), c j is consumption

More information

ECON 5111 Mathematical Economics

ECON 5111 Mathematical Economics Test 1 October 1, 2010 1. Construct a truth table for the following statement: [p (p q)] q. 2. A prime number is a natural number that is divisible by 1 and itself only. Let P be the set of all prime numbers

More information

The New Keynesian Model: Introduction

The New Keynesian Model: Introduction The New Keynesian Model: Introduction Vivaldo M. Mendes ISCTE Lisbon University Institute 13 November 2017 (Vivaldo M. Mendes) The New Keynesian Model: Introduction 13 November 2013 1 / 39 Summary 1 What

More information

Solving a Dynamic (Stochastic) General Equilibrium Model under the Discrete Time Framework

Solving a Dynamic (Stochastic) General Equilibrium Model under the Discrete Time Framework Solving a Dynamic (Stochastic) General Equilibrium Model under the Discrete Time Framework Dongpeng Liu Nanjing University Sept 2016 D. Liu (NJU) Solving D(S)GE 09/16 1 / 63 Introduction Targets of the

More information

Lecture 1: The Classical Optimal Growth Model

Lecture 1: The Classical Optimal Growth Model Lecture 1: The Classical Optimal Growth Model This lecture introduces the classical optimal economic growth problem. Solving the problem will require a dynamic optimisation technique: a simple calculus

More information

Real Business Cycle Model (RBC)

Real Business Cycle Model (RBC) Real Business Cycle Model (RBC) Seyed Ali Madanizadeh November 2013 RBC Model Lucas 1980: One of the functions of theoretical economics is to provide fully articulated, artificial economic systems that

More information

4- Current Method of Explaining Business Cycles: DSGE Models. Basic Economic Models

4- Current Method of Explaining Business Cycles: DSGE Models. Basic Economic Models 4- Current Method of Explaining Business Cycles: DSGE Models Basic Economic Models In Economics, we use theoretical models to explain the economic processes in the real world. These models de ne a relation

More information

1. Money in the utility function (start)

1. Money in the utility function (start) Monetary Economics: Macro Aspects, 1/3 2012 Henrik Jensen Department of Economics University of Copenhagen 1. Money in the utility function (start) a. The basic money-in-the-utility function model b. Optimal

More information

DSGE-Models. Calibration and Introduction to Dynare. Institute of Econometrics and Economic Statistics

DSGE-Models. Calibration and Introduction to Dynare. Institute of Econometrics and Economic Statistics DSGE-Models Calibration and Introduction to Dynare Dr. Andrea Beccarini Willi Mutschler, M.Sc. Institute of Econometrics and Economic Statistics willi.mutschler@uni-muenster.de Summer 2012 Willi Mutschler

More information

Structural change in a multi-sector model of the climate and the economy

Structural change in a multi-sector model of the climate and the economy Structural change in a multi-sector model of the climate and the economy Gustav Engström The Beijer Institute of Environmental Economics Stockholm, December 2012 G. Engström (Beijer) Stockholm, December

More information

DYNAMIC LECTURE 5: DISCRETE TIME INTERTEMPORAL OPTIMIZATION

DYNAMIC LECTURE 5: DISCRETE TIME INTERTEMPORAL OPTIMIZATION DYNAMIC LECTURE 5: DISCRETE TIME INTERTEMPORAL OPTIMIZATION UNIVERSITY OF MARYLAND: ECON 600. Alternative Methods of Discrete Time Intertemporal Optimization We will start by solving a discrete time intertemporal

More information

ECON607 Fall 2010 University of Hawaii Professor Hui He TA: Xiaodong Sun Assignment 2

ECON607 Fall 2010 University of Hawaii Professor Hui He TA: Xiaodong Sun Assignment 2 ECON607 Fall 200 University of Hawaii Professor Hui He TA: Xiaodong Sun Assignment 2 The due date for this assignment is Tuesday, October 2. ( Total points = 50). (Two-sector growth model) Consider the

More information

Introduction to Recursive Methods

Introduction to Recursive Methods Chapter 1 Introduction to Recursive Methods These notes are targeted to advanced Master and Ph.D. students in economics. They can be of some use to researchers in macroeconomic theory. The material contained

More information

Capital Structure and Investment Dynamics with Fire Sales

Capital Structure and Investment Dynamics with Fire Sales Capital Structure and Investment Dynamics with Fire Sales Douglas Gale Piero Gottardi NYU April 23, 2013 Douglas Gale, Piero Gottardi (NYU) Capital Structure April 23, 2013 1 / 55 Introduction Corporate

More information

Endogenous Growth. Lecture 17 & 18. Topics in Macroeconomics. December 8 & 9, 2008

Endogenous Growth. Lecture 17 & 18. Topics in Macroeconomics. December 8 & 9, 2008 Review: Solow Model Review: Ramsey Model Endogenous Growth Lecture 17 & 18 Topics in Macroeconomics December 8 & 9, 2008 Lectures 17 & 18 1/29 Topics in Macroeconomics Outline Review: Solow Model Review:

More information

1. Using the model and notations covered in class, the expected returns are:

1. Using the model and notations covered in class, the expected returns are: Econ 510a second half Yale University Fall 2006 Prof. Tony Smith HOMEWORK #5 This homework assignment is due at 5PM on Friday, December 8 in Marnix Amand s mailbox. Solution 1. a In the Mehra-Prescott

More information

Differentiable Welfare Theorems Existence of a Competitive Equilibrium: Preliminaries

Differentiable Welfare Theorems Existence of a Competitive Equilibrium: Preliminaries Differentiable Welfare Theorems Existence of a Competitive Equilibrium: Preliminaries Econ 2100 Fall 2017 Lecture 19, November 7 Outline 1 Welfare Theorems in the differentiable case. 2 Aggregate excess

More information

Economic Growth (Continued) The Ramsey-Cass-Koopmans Model. 1 Literature. Ramsey (1928) Cass (1965) and Koopmans (1965) 2 Households (Preferences)

Economic Growth (Continued) The Ramsey-Cass-Koopmans Model. 1 Literature. Ramsey (1928) Cass (1965) and Koopmans (1965) 2 Households (Preferences) III C Economic Growth (Continued) The Ramsey-Cass-Koopmans Model 1 Literature Ramsey (1928) Cass (1965) and Koopmans (1965) 2 Households (Preferences) Population growth: L(0) = 1, L(t) = e nt (n > 0 is

More information

The Solow Growth Model

The Solow Growth Model The Solow Growth Model Lectures 5, 6 & 7 Topics in Macroeconomics Topic 2 October 20, 21 & 27, 2008 Lectures 5, 6 & 7 1/37 Topics in Macroeconomics From Growth Accounting to the Solow Model Goal 1: Stylized

More information

SIMON FRASER UNIVERSITY. Economics 483 Advanced Topics in Macroeconomics Spring 2014 Assignment 3 with answers

SIMON FRASER UNIVERSITY. Economics 483 Advanced Topics in Macroeconomics Spring 2014 Assignment 3 with answers BURNABY SIMON FRASER UNIVERSITY BRITISH COLUMBIA Paul Klein Office: WMC 3635 Phone: (778) 782-9391 Email: paul klein 2@sfu.ca URL: http://paulklein.ca/newsite/teaching/483.php Economics 483 Advanced Topics

More information

Session 4: Money. Jean Imbs. November 2010

Session 4: Money. Jean Imbs. November 2010 Session 4: Jean November 2010 I So far, focused on real economy. Real quantities consumed, produced, invested. No money, no nominal in uences. I Now, introduce nominal dimension in the economy. First and

More information

A suggested solution to the problem set at the re-exam in Advanced Macroeconomics. February 15, 2016

A suggested solution to the problem set at the re-exam in Advanced Macroeconomics. February 15, 2016 Christian Groth A suggested solution to the problem set at the re-exam in Advanced Macroeconomics February 15, 216 (3-hours closed book exam) 1 As formulated in the course description, a score of 12 is

More information

1 Jan 28: Overview and Review of Equilibrium

1 Jan 28: Overview and Review of Equilibrium 1 Jan 28: Overview and Review of Equilibrium 1.1 Introduction What is an equilibrium (EQM)? Loosely speaking, an equilibrium is a mapping from environments (preference, technology, information, market

More information

(a) Write down the Hamilton-Jacobi-Bellman (HJB) Equation in the dynamic programming

(a) Write down the Hamilton-Jacobi-Bellman (HJB) Equation in the dynamic programming 1. Government Purchases and Endogenous Growth Consider the following endogenous growth model with government purchases (G) in continuous time. Government purchases enhance production, and the production

More information

Chapter 4. Applications/Variations

Chapter 4. Applications/Variations Chapter 4 Applications/Variations 149 4.1 Consumption Smoothing 4.1.1 The Intertemporal Budget Economic Growth: Lecture Notes For any given sequence of interest rates {R t } t=0, pick an arbitrary q 0

More information

Graduate Macroeconomics 2 Problem set Solutions

Graduate Macroeconomics 2 Problem set Solutions Graduate Macroeconomics 2 Problem set 10. - Solutions Question 1 1. AUTARKY Autarky implies that the agents do not have access to credit or insurance markets. This implies that you cannot trade across

More information