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  • 7/28/2019 Ejercicio Ramsey Bueno

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    Economics 205A

    Fall 2012

    K. Kletzer

    Problem Set 2 Sample Answers

    1. Ans: a) The command optimum solves

    m a x

    { c

    t

    , k

    t

    }

    0

    e

    t

    c

    1

    1

    1

    d t

    subject to

    k = f ( k ) k c ,

    k

    t

    0 for all t 0

    given initial k equal to k0

    .

    b) The current-time Hamiltonian is

    H =

    c

    1

    1

    1

    + q ( f ( k ) ( n + ) k c ) .

    The necessary conditions are

    c

    = q ,

    q q =

    f

    ( k )

    q ,

    k = f ( k ) k c

    and

    l i m

    t

    q

    t

    e

    t

    k

    t

    = 0 and k0

    given.

    c) The system you work with is

    c

    c

    = f

    (

    k

    )

    and

    k = f ( k ) k c .

    This has a steady state given by

    f

    ( k

    ) = +

    and

    c

    = f ( k

    ) k

    .

    The solution path is given by the stable saddle path in your phase diagram. This converges to the steady

    state and is the optimum because it satisfies the transversality condition,

    l i m

    s

    c

    t

    e

    t

    k

    t

    = 0 .

    d) Linearizing, you get

    c =

    c

    f

    ( k

    ) ( k k

    )

    and

    k =

    f

    ( k

    )

    ( k k

    ) ( c c

    ) = ( k k

    ) ( c c

    ) .

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    2

    The eigenvalues are given by

    =

    1

    2

    2

    4 f

    ( k

    )

    c

    1 / 2

    .

    The root,

    , is negative, and the root +

    > > 0 , so that we have saddl- path stability. The stable path is

    given by:

    k

    t

    k

    = ( k

    0

    k

    ) e

    t and ct

    c

    = ( c

    0

    c

    ) e

    t

    ,

    wherec

    0

    = c

    + ( k

    0

    k

    ) (

    ).

    To first-order approximation, output is

    y

    t

    y

    = ( y

    0

    y

    ) e

    t

    (fromy

    t

    y

    = f

    ( k

    ) ( k

    t

    k

    )). Thus,

    y

    t

    y

    t

    =

    ( y

    t

    y

    )

    y

    t

    =

    1

    y

    y

    t

    ,

    so that at timet = 0

    , the growth rate of output is given by

    y

    0

    y

    0

    =

    1

    y

    y

    0

    which is increasing iny

    / y

    0

    . The lowery

    0

    relative toy

    , the higher is the growth rate of output.

    2. Ans: a) The command optimum solves

    m a x

    { c

    t

    ,

    t

    , n

    t

    , k

    t

    + 1

    }

    t = 0

    t

    u ( c

    t

    ,

    t

    )

    subject to

    k

    t + 1

    = f ( k

    t

    , n

    t

    ) + ( 1 ) k

    t

    c

    t

    ,

    1 n

    t

    +

    t

    0 and nt

    ,

    t

    , k

    t

    0 for all t 0

    given initial k equal to k0

    .

    b) The necessary conditions for an interior optimum are

    u ( c

    t

    ,

    t

    )

    c

    t

    =

    1 +

    f ( k

    t + 1

    , n

    t + 1

    )

    k

    t + 1

    u ( c

    t + 1

    ,

    t + 1

    )

    c

    t + 1

    f ( k

    t

    , n

    t

    )

    n

    t

    u ( c

    t

    ,

    t

    )

    c

    t

    =

    u ( c

    t

    ,

    t

    )

    t

    for 1 > t

    > 0 ,

    k

    t + 1

    = f ( k

    t

    , n

    t

    ) + ( 1 ) k

    t

    c

    t

    ,

    1 = n

    t

    +

    t

    and

    l i m

    t

    t

    u ( c

    t

    ,

    t

    )

    c

    t

    k

    t + 1

    = 0 and k0

    given.

    These assume thatl i m

    c

    t

    0

    u ( c

    t

    ,

    t

    )

    c

    t

    = ,

    l i m

    t

    0

    u ( c

    t

    ,

    t

    )

    t

    =

    and that the Inada conditions hold for

    f ( k

    t

    , n

    t

    ) . We implicitly assume that f ( kt

    , n

    t

    ) and u ( ct

    ,

    t

    ) are strictly concave in their arguments and that

    f ( k

    t

    , 0 ) = f ( 0 , n

    t

    ) = 0 .

    Corner solutions in t

    and nt

    are possible. The additional first-order conditions are

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    3

    f ( k

    t

    , n

    t

    )

    n

    t

    u ( c

    t

    ,

    t

    )

    c

    t

    u ( c

    t

    ,

    t

    )

    t

    for nt

    = 1 , t

    = 0 ,

    and f ( k

    t

    , n

    t

    )

    n

    t

    u ( c

    t

    ,

    t

    )

    c

    t

    u ( c

    t

    ,

    t

    )

    t

    for nt

    = 0 , t

    = 1 .

    Now, let f ( k , n ) = A k

    n

    1

    for 0 < 0 constants. Let u ( c , ) = l o g c + l o g . These

    will lead to solutions such that nt

    > 0 and t

    > 0 , so that nt

    +

    t

    = 1 for all t . The necessary conditions

    become

    1

    c

    t

    =

    1 + A k

    1

    t + 1

    n

    1

    t + 1

    1

    c

    t + 1

    c

    t + 1

    c

    t

    =

    1 + A

    k

    t + 1

    n

    t + 1

    1

    ,

    ( 1 ) A k

    t

    n

    t

    1

    c

    t

    =

    1

    t

    c

    t

    t

    = ( 1 ) A

    k

    t

    n

    t

    ,

    k

    t + 1

    = A k

    t

    n

    1

    t

    + ( 1 ) k

    t

    c

    t

    ,

    1 = n

    t

    +

    t

    and

    l i m

    t

    t

    k

    t + 1

    c

    t

    = 0 and k0

    given.

    c) Begin with the three conditions

    c

    t + 1

    c

    t

    =

    1 + A

    k

    t + 1

    n

    t + 1

    1

    ,

    c

    t

    1 n

    t

    = ( 1 ) A

    k

    t

    n

    t

    and

    k

    t + 1

    k

    t

    =

    A

    k

    t

    n

    t

    1

    k

    t

    c

    t

    .

    The steady state is given by

    A

    k

    n

    1

    =

    1

    1 + = +

    c

    1 n

    = ( 1 ) A

    k

    n

    andc

    k

    = A

    k

    n

    1

    .

    These simplify to

    k

    n

    =

    A

    +

    1

    1

    ,

    c

    1 n

    = A

    1

    1

    ( 1 )

    +

    1

    andc

    k

    =

    +

    .

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    4

    You might simplify further to find thatn

    is given by

    1

    n

    = 1 +

    1

    1

    +

    which is strictly between zero and one for > 0

    and1 > > 0

    .

    We can reduce the system of three equations to a dynamical system in c and k by eliminating n . However,

    lets linearize all three and simplify our system from there. Linearizing the Euler condition about the steady

    state leads to the equation

    d c

    t + 1

    c

    d c

    t

    c

    = ( 1 ) A

    k

    n

    1

    d k

    t + 1

    k

    d n

    t + 1

    n

    = ( 1 ) ( + )

    d k

    t + 1

    k

    d n

    t + 1

    n

    where the notationd x

    t

    x

    t

    x

    . Next, linearize the first-order condition for consumption of goods and

    leisure. This isd c

    t

    c

    d n

    t

    1 n

    =

    d k

    t

    k

    d n

    t

    n

    .

    Lastly, linearize the equation of motion fork

    as

    d k

    t + 1

    d k

    t

    = A

    k

    n

    1

    d k

    t

    + ( 1 ) A

    k

    n

    d n

    t

    d k

    t

    d c

    t

    = d k

    t

    + A

    1

    1

    ( 1 )

    +

    1

    d n

    t

    d c

    t

    .

    Now, we need to eliminate d kt + 1

    and d nt + 1

    from the linearized Euler condition so that we have d kt

    and

    d n

    t

    on the right-hand side of the condition. To do this, use the first-order condition for goods-leisure choice

    to write

    1

    1 n

    +

    1

    n

    d n

    t

    =

    d k

    t

    k

    d c

    t

    c

    .

    d c

    t

    c

    +

    d n

    t

    1 n

    =

    d c

    t

    c

    +

    1

    1 +

    1 n

    n

    d k

    t

    k

    d c

    t

    c

    Then used c

    t + 1

    = ( d c

    t + 1

    d c

    t

    ) + d c

    t

    = c

    t + 1

    + d c

    t

    andd k

    t + 1

    = k

    t + 1

    + d k

    t

    to substitute into the Euler

    condition to get (in steps)

    c

    t + 1

    c

    = ( 1 ) ( + )

    d k

    t + 1

    k

    d n

    t + 1

    n

    = ( 1 ) ( + )

    d k

    t

    k

    d n

    t

    n

    ( 1 ) ( + )

    k

    t + 1

    k

    n

    t + 1

    n

    =

    1

    ( + )

    d c

    t

    c

    +

    d n

    t

    1 n

    1

    ( + )

    c

    t + 1

    c

    +

    n

    t + 1

    1 n

    =

    1

    ( + )

    1 +

    1 n

    n

    1

    1 n

    n

    d c

    t

    c

    +

    d k

    t

    k

    +

    1 n

    n

    c

    t + 1

    c

    +

    k

    t + 1

    k

    We replace kt + 1

    using the equation of motion for k and rearrange to get

    c

    t + 1

    c

    1 +

    ( 1 ) ( + )

    1 +

    1 n

    n

    1 n

    n

    =

    ( 1 ) ( + )

    1 +

    1 n

    n

    1 n

    n

    c

    k

    d c

    t

    c

    +

    1

    d k

    t

    k

    +

    1

    ( + )

    d n

    t

    n

    .

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    6

    Start with the effect of the productivity shock on the equation of motion where k

    t

    = 0because the

    economy starts in the steady state:

    d ( k

    t + 1

    + c

    t

    ) = k

    n

    1

    d A + ( 1 ) A k

    n

    d n

    t

    .

    We use the linearized first-order condition for the goods-leisure choice to find d nt

    ,

    d c

    t

    c

    =

    d k

    t

    k

    d n

    t

    n

    d n

    t

    1 n

    =

    d n

    t

    n

    d n

    t

    1 n

    where withd k

    t

    = k

    t

    k

    = 0

    in the steady state. This gives us

    d n

    t

    =

    1 n

    c

    1 n

    n

    + 1

    d c

    t

    which substitutes into the equation of motion to get

    d ( k

    t + 1

    + c

    t

    ) =

    A

    +

    k

    d A ( 1 ) A

    A

    +

    1

    A

    1

    1

    +

    1

    ( 1 )

    1 n

    n

    + 1

    d c

    t

    =

    A

    +

    k

    d A

    1

    1

    n

    n

    + 1

    d c

    t

    .

    after substituting expressions for k

    n

    and 1 n

    c

    from part c.

    This gives us one of the relationships we need,

    d k

    t + 1

    +

    1 n

    n

    + 2

    1 n

    n

    + 1

    d c

    t

    =

    A

    +

    k

    d A .

    Another is the equation of the stable eigenvector which as the positive slope,

    d c

    t + 1

    d k

    t + 1

    =

    m

    2 2

    m

    2 1

    .

    Now, you can see we need the Euler condition to get a relationship between d ct + 1

    and d ct

    . Use one of the

    earlier versions that has kt + 1

    in it,

    c

    t + 1

    =

    ( 1 ) ( + )

    1 +

    1 n

    n

    1

    ( 1 ) ( + )

    1 +

    1 n

    n

    1 n

    n

    1

    1 n

    n

    d c

    t

    +

    c

    k

    d k

    t

    +

    c

    k

    k

    t + 1

    =

    ( 1 ) ( + )

    1 +

    1 n

    n

    1

    ( 1 ) ( + )

    1 +

    1 n

    n

    1 n

    n

    1

    1 n

    n

    d c

    t

    +

    c

    k

    d k

    t + 1

    where the last equation uses d kt

    = 0 .

    The three conditions solve for d kt + 1

    and d ct

    simultaneously from

    d k

    t + 1

    +

    1 n

    n

    + 2

    1

    n

    n

    + 1

    d c

    t

    =

    A

    +

    k

    d A ,

    and

    1

    ( 1 ) ( + )

    1 n

    n

    1 +

    1 n

    n

    1

    ( 1 ) ( + )

    1 +

    1 n

    n

    1 n

    n

    1

    d c

    t

    =

    m

    2 2

    m

    2 1

    +

    ( 1 ) ( + )

    1 +

    1 n

    n

    1

    ( 1 ) ( + )

    1 +

    1 n

    n

    1 n

    n

    1

    c

    k

    d k

    t + 1

    ,

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    7

    which imply thatd c

    t

    d A

    > 0 andd k

    t + 1

    d A

    > 0 ,

    we haved n

    t

    d c

    t

    =

    1 n

    c

    1 n

    n

    + 1

    0 . The eigenvectors satisfy

    =

    k

    1

    .

    The slope of the saddle path that converges to the steady state is negative, and the slope of the divergent

    saddle path is positive.

    Note that the locus, k

    t + 1

    = 0

    , is has zero slope and the locus, q

    t + 1

    = 0

    , as negative slope. The

    slope of the (linearized) stable saddle path is between these. This can be seen by comparing the slope of

    q

    t + 1

    = 0

    , d q td k

    t

    =

    f

    ( k

    )

    f

    ( k

    ) k

    , to the slope of the saddle path, k

    ,

    k

    f

    ( k

    )

    f

    ( k

    ) k

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    8

    number) gives us

    2

    k

    f

    ( k

    )

    f

    ( k

    ) k

    f

    ( k

    ) k

    2

    =

    f

    ( k

    ) k

    2

    4

    f

    ( k

    ) k

    k

    f

    ( k

    )

    f

    ( k

    ) k

    + 4

    k

    f

    ( k

    )

    f

    ( k

    ) k

    2

    =

    f

    ( k

    ) k

    2

    4

    k

    f

    ( k

    ) + 4

    k

    f

    ( k

    )

    f

    ( k

    ) k

    2

    >

    f

    ( k

    ) k

    2

    4

    k

    f

    ( k

    ) .

    d) Letk

    0

    be less thank

    , the steady-state capital stock. How do investment andq

    behave over time?

    For k0

    < k

    , the solution for q0

    is given by the requirement that the transversality condition is satisfied.

    This is l i mt

    t

    q

    t

    k

    t + 1

    = 0 . The is given by a pair ( k0

    , q

    0

    ) on the stable saddle path. Thus,

    q

    0

    q

    =

    k

    ( k

    k

    0

    )

    where q = 1 + and k by f ( k ) = + +

    +

    2

    . Both kt

    and qt

    converge toward their steady-state

    values at the proportionate rate

    . As k grows, q decreases.

    4. Ans: a) The problem is

    V ( k

    t

    ) = m a x

    { c

    t

    , k

    t

    +

    1

    }

    c

    1

    t

    1

    1

    + V ( k

    t + 1

    )

    subject to

    k

    t + 1

    = ( 1 + A ) k

    t

    c

    t

    for ct

    0 and kt + 1

    0 .

    The necessary conditions include the first-order conditions,

    c

    t

    =

    t

    V

    ( k

    t + 1

    ) =

    t + 1

    ,

    and the envelope condition,

    V

    ( k

    t

    ) = ( 1 + A )

    t

    which also can be written

    V

    ( k

    t + 1

    ) = ( 1 + A )

    t + 1

    .

    The necessary conditions include the equation of motion,k

    t

    + 1

    = ( 1 + A

    )

    k

    t

    c

    t

    , the constraints,c

    t

    0

    and kt + 1

    0 and a transversality condition, l i mT

    t + T

    T

    k

    t + T

    0 .

    b) First, eliminate the derivative of the value function, V ( kt

    ) and V ( kt + 1

    ) , to write the Euler condition

    in terms of consumption as

    c

    t

    = ( 1 + A ) c

    t + 1

    .

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    9

    Next, solve the Euler condition backward and the equation of motion for the capital stock forward to get

    c

    t + 1

    c

    t

    = ( ( 1 + A ) )

    1

    c

    s

    c

    t

    = ( ( 1 + A ) )

    1

    ( s t )

    and

    ( 1 + A ) k

    t

    =

    s = t

    1

    1 + A

    t s

    c

    s

    + l i m

    T

    1

    1 + A

    T

    k

    T + 1

    .

    Imposing the transversality condition and non-negativity constraint for kT + 1

    , we get

    ( 1 + A ) k

    t

    =

    s = t

    1

    1 + A

    t s

    c

    s

    =

    s = t

    1

    1 + A

    s t

    ( ( 1 + A ) )

    1

    ( s t )

    c

    t

    which leads to

    ( 1 + A ) k

    t

    =

    1

    1

    1

    ( 1 + A )

    1

    c

    t

    .

    The solution for ct

    is

    c

    t

    =

    1

    1

    ( 1 + A )

    1

    ( 1 + A ) k

    t

    .

    c) First, calculate

    m a x U

    t

    =

    s = t

    s t

    c

    1

    s

    1

    1

    =

    s = t

    s t

    c

    1

    t

    ( ( 1 + A ) )

    1

    ( s t )

    1

    1

    =

    c

    1

    t

    1

    s = t

    s t

    ( ( 1 + A ) )

    1

    ( s t )

    s = t

    s t

    1

    1

    =

    c

    1

    t

    1

    1

    1

    1

    ( 1 + A )

    1

    1

    1

    1

    1

    .

    Next, use the solution for ct

    in terms of kt

    to substitute for ct

    in m a x Ut

    :

    m a x U

    t

    =

    1

    1

    ( 1 + A )

    1

    1

    1

    1

    ( 1 + A )

    1

    ( 1 + A )

    1

    k

    1

    t

    1

    1

    1

    1

    1

    =

    ( 1 + A )

    1

    1

    k

    1

    t

    1

    1

    1

    1

    1

    .

    The value function is given by

    V ( k

    t

    ) = m a x U

    t

    =

    ( 1 + A )

    1

    1

    k

    1

    t

    1

    1

    1

    1

    1

    .

    Note that this function has the form,

    V ( k

    t

    ) = C

    k

    1

    t

    1

    + D

    for constantsC

    andD

    .

    d) Substitute your function into the dynamic programming problem,

    C

    k

    1

    t

    1

    + D = m a x

    { c

    t

    , k

    t

    +

    1

    }

    c

    1

    t

    1

    1

    +

    C

    k

    1

    t + 1

    1

    + D

    subject to

    k

    t + 1

    = ( 1 + A ) k

    t

    c

    t

    forc

    t

    0and

    k

    t + 1

    0.

  • 7/28/2019 Ejercicio Ramsey Bueno

    10/10

    10

    The first-order conditions are

    C k

    t

    =

    t

    ( 1 + A ) , C k

    t + 1

    =

    t

    and c t

    =

    t

    .

    These lead to the equations,

    k

    t + 1

    =

    1

    ( 1 + A )

    1

    k

    t

    and ct + 1

    =

    1

    ( 1 + A )

    1

    c

    t

    ,

    which imply that ct

    = Z k

    t

    for some constant Z . Substituting into the integrated resource identity,

    ( 1 + A ) k

    t

    =

    s = t

    1

    1 + A

    t s

    c

    s

    ,

    we verify the solution,

    c

    t

    =

    1

    1

    ( 1 + A )

    1

    ( 1 + A ) k

    t

    .