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SOLUTIONS MOCK EXAM

创建日期：2024-04-09 14:39:09

所属分类：经济Economics

标签： R

SOLUTIONS MOCK EXAM

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SOLUTIONS MOCK EXAM

Question1:
(a) See Exercise 2 Tutorial 1.
(b)
> v1 <−runif (6 ,−5 ,5)
> v1
[ 1 ] −3.534955 −2.125690 −3.197416 −2.690970 1.171644 4.615299
> v2 <−runif (14 ,−5 ,5)
> v2
[ 1 ] −1.19118968 0.99891338 1.94085672 −4.69556951
3.59148792 0.02149171
[ 7 ] −2.65920813 4.52136889 −0.60572579 1.77306420 −0.71442411
4.73246855
[ 1 3 ] −1.71294960 −1.27886442
> Marray<−array (c ( v1 , v2 ) ,dim = c ( 3 , 6 , 3 ) )
> Marray
, , 1
[ , 1 ] [ , 2 ] [ , 3 ] [ , 4 ] [ , 5 ]
[ , 6 ]
[ 1 , ] −3.534955 −2.690970 −1.1911897 −4.69556951 −2.6592081
1.7730642
[ 2 , ] −2.125690 1.171644 0.9989134 3.59148792
4.5213689 −0.7144241
[ 3 , ] −3.197416 4.615299 1.9408567 0.02149171 −0.6057258
4.7324685
, , 2
[ , 1 ] [ , 2 ] [ , 3 ] [ , 4 ] [ , 5 ]
[ , 6 ]
[ 1 , ] −1.712950 −2.125690 1.171644 0.9989134 3.59148792
4.5213689
[ 2 , ] −1.278864 −3.197416 4.615299 1.9408567
0.02149171 −0.6057258
1
2[ 3 , ] −3.534955 −2.690970 −1.191190 −4.6955695 −2.65920813
1.7730642
, , 3
[ , 1 ] [ , 2 ] [ , 3 ] [ , 4 ] [ , 5 ]
[ , 6 ]
[ 1 , ] −0.7144241 −1.278864 −3.197416 4.6152986 1.940857
0.02149171
[ 2 , ] 4 .7324685 −3.534955 −2.690970 −1.1911897 −4.695570 −2.65920813
[ 3 , ] −1.7129496 −2.125690 1.171644 0.9989134 3.591488
4.52136889
> Marray [ , 2 , 1 ]
[ 1 ] −2.690970 1.171644 4.615299
> mean( v1 )
[ 1 ] −0.9603482
> print ( Marray [ , Marray [3 , ,3 ] >mean( v1 ) , 3 ] )
[ , 1 ] [ , 2 ] [ , 3 ] [ , 4 ]
[ 1 , ] −3.197416 4.6152986 1.940857 0.02149171
[ 2 , ] −2.690970 −1.1911897 −4.695570 −2.65920813
[ 3 , ] 1 .171644 0.9989134 3.591488 4.52136889
Question2:
(a)
> rA<−0 .11 # expec ted re turn o f s t o c k A
> rB<−0 .14# expec ted re turn o f s t o c k B
> rC<−0 .085# expec ted re turn o f s t o c k C
> sigA<−0 .30 # standard d e v i a t i on o f A
> s igB<−0 .45 # standard d e v i a t i on o f B
> s igC<−0 .30 # standard d e v i a t i on o f C
> sigmaAB<− sigA∗s igB∗0 .3 #
> sigmaAC<− sigA∗s igC∗0 .15 # covar iance between a s s e t s A and C
> sigmaBC<− s igB∗s igC∗0 .45 # covar iance between a s s e t s B and C
> rp<−function (wA,wB){
+ return (wA∗rA+wB∗rB+(1−wA−wB)∗rC)}
> rp (1/3 ,1/3)
[ 1 ] 0 .1116667
> varp<−function (wA,wB){
3+ return (wAˆ2∗sigAˆ2+wBˆ2∗s igBˆ2+(1−wA−wB)ˆ2∗s igCˆ2+
+ 2∗wA∗wB∗sigmaAB+2∗wA∗(1−wA−wB)∗sigmaAC+2∗wB∗(1−wA−wB)∗sigmaBC)
+ }
> sqrt ( varp (1/3 ,1/3) )
[ 1 ] 0 .2607681
> varp (1/3 ,1/3)
[ 1 ] 0 .068
> sigmap<−sqrt ( varp )
> plot ( sigmap , rp , pch=” . ” )
(b)
> r f<−0 .02
> amax<−max( ( rp−r f )/sigmap )# the p o s i t i v e tangency o f sharpe r a t i o
> amax
[ 1 ] 0 .3675796
> x<−seq (0 , 3 ,by=0.01)
> l ines (x , amax∗x+r f )
0.3 0.4 0.5 0.6 0.7 0.8
0.
05
0.
10
0.
15
0.
20
sigmap
rp
(c)
4> varp<−function (wA,wB){
+ return (wAˆ2∗sigAˆ2+wBˆ2∗s igBˆ2+(1−wA−wB)ˆ2∗s igCˆ2+
+ 2∗wA∗wB∗sigmaAB+2∗wA∗(1−wA−wB)∗sigmaAC+2∗wB∗(1−wA−wB)∗sigmaBC)
+ }
> wA<−seq (0 , 1 , by=0.001)
> WBn<−(1/ ( rB−rC ) )∗(0.12−rC−wA∗ ( rA−rC ) )
> Wamin<−match(min( varp (wA,WBn) ) , varp (wA,WBn) )
> wA[Wamin ]
[ 1 ] 0 .56
> WB1<−(1/ ( rB−rC ) )∗(0.12−rC−wA[Wamin ] ∗ ( rA−rC ) )
> WB1
[ 1 ] 0 .3818182
> WC1<−1−wA[Wamin]−WB1
> WC1
[ 1 ] 0 .05818182
Question3:
> bu i ld s tock t r e e<−function (S , u , d ,N){
+ t r e e=matrix (0 ,nrow=N+1, ncol=N+1)
+ for ( i in 1 : (N+1)){
+ for ( j in 1 : i ){
+ t r e e [ i , j ]=S∗uˆ( j −1)∗d ˆ( ( i −1)−( j −1))}}
+ return ( t r e e )}
> QM2<−function ( r , d e l t a t , u , d){
+ return ( (exp( r∗de l t a t)−d)/ (u−d ) )
+ }
> QM1<−function ( r , m, de l t a t , u , d){
+ return (((1+ r/m)ˆ(m∗de l t a t)−d)/ (u−d ) )
+ }
> Bin Op Pri2<−function ( t ree , d e l t a t , r1 , r2 , m, u , d , K){
+ D1<−(1+r1/m)ˆ(−m∗de l t a t )
+ D2<−exp(−r2∗de l t a t )
+ Q1<−QM1( r1 ,m, de l t a t , u , d )
+ Q2<−QM2( r2 , d e l t a t , u , d )
+ Q<−c (Q1,Q2)
+ D<−c (D1 , D2)
+ opt ion1 t r e e=matrix (0 , nrow=nrow( t r e e ) , ncol=ncol ( t r e e ) )
+ opt ion1 t r e e [nrow( opt ion1 t r e e ) , ]=pmax(2∗ (K−sqrt ( t r e e [nrow( t r e e ) , ] ) ) , 0)
5+ for ( i in (nrow( t r e e )−1):1){
+ for ( j in 1 : i ){
+ option1 t r e e [ i , j ]=max(max(2∗ (K−sqrt ( t r e e [ i , j ] ) ) , 0 ) ,
+ (Q[ i ] ∗opt ion1 t r e e [ i +1, j +1]+(1−Q[ i ] ) ∗opt ion1 t r e e [ i +1, j ] ) ∗D[ i ] )
+ }
+ }
+ return ( opt ion1 t r e e )
+ }
> Bin Op Pri va l<−function (S , T, r1 , r2 ,m, K, u , d ,N){
+ Q<−c (QM1( r1 ,m, de l t a t=T/N, u , d ) ,QM2( r2 , d e l t a t=T/N, u , d ) )
+ t r e e<−bu i ld s tock t r e e (S=S , u=u , d=d ,N=N)
+ opt ion<−Bin Op Pri2 ( t ree , d e l t a t=T/N, r1=r1 , r2=r2 , u=u ,m=m, d=d , K=K)
+ return ( l i s t (Q=Q, s tock=tree , opt ion=option , p r i c e=opt ion [ 1 , 1 ] ) )
+ }
> r e s u l t s 1<−Bin Op Pri va l (S=30, T=8/12 , r1 =0.05 , r2 =0.06 ,m=52,
+ u=1.15 ,d=0.8 ,K=6, N=2)
> r e s u l t s 1
$Q
[ 1 ] 0 .6194234 0.6291467
$ s tock
[ , 1 ] [ , 2 ] [ , 3 ]
[ 1 , ] 30 .0 0 .0 0 .000
[ 2 , ] 24 .0 34 .5 0 .000
[ 3 , ] 19 .2 27 .6 39 .675
$opt ion
[ , 1 ] [ , 2 ] [ , 3 ]
[ 1 , ] 1 .154789 0.0000000 0
[ 2 , ] 2 .202041 0.5426693 0
[ 3 , ] 3 .236439 1.4928596 0
$p r i c e
[ 1 ] 1 .154789
Question4:
(a)
> S<−c (50 ,50∗1 .08 ,50∗ 0 . 88 ) #(S(0) , uS (0) , dS (0) )
6> V<−c (max(S [2 ] −48 ,0) ,max(S [3 ] −48 ,0) )
> V
[ 1 ] 6 0
> QM<−function ( r , m, de l t a t , u , d){
+ return (((1+ r/m)ˆ(m∗de l t a t)−d)/ (u−d ) )
+ }
> Q<−QM( 0 . 1 , 1 2 , 3/ 1 2 , 1 . 0 8 , 0 . 8 8 )
> Q
[ 1 ] 0 .7260446
> D1<−function ( r ,m, de l t a t ){(1+ r/m)ˆ(−m∗de l t a t )}
> D<−D1( 0 . 1 , 12 , 3/12)
> D
[ 1 ] 0 .975411
> BinOpP<−(Q∗V[1]+(1−Q)∗V[ 2 ] ) ∗D
> BinOpP
[ 1 ] 4 .249151
> Del<−(V[1]−V[ 2 ] ) / (S [2]−S [ 3 ] ) # compute the d e l t a
> Del
[ 1 ] 0 . 6
(b) For the Hedging strategy, check similar argument as in Homework 5 question 3 (ii).
(c) Assume that C(0) = £4 ¡ £4.2. Then, the value of the option is too cheap
• At time t = 0, short sell 0.6 share and use the proceeds (0.6× 50 = £20) to buy a
call option at £4 and invest the rest 30-4=£26 at the risk free interest rate 10%.
• At time t = T = 3 months, there are two possible outcomes:
: S1(T ) = uS(0) = £48. The call option is exercised. The option buyer collects
26(1+ 0.1
12
)3 ' £26.655 representing the future value of £26 invested at the risk
free interest rate. She additionally short sale 0.4 stock at 54 × 0.4 = £21.6
and use the proceeds 26.655+21.6 = £48.255 to purchase one share at £48 and
close the short position in one share by returning it to the owner. By following
this strategy, there is a risk free profit of pounds 0.255.
: S2(T ) = dS(0) = £44. The option is not exercised. Collect 26(1 +
0.1
12
)3 '
£26.655 representing the future value of £16.5 invested at the risk free interest
rate. Buy 0.6 stock for 0.6 × 44 = £26.4 and close the short position in 0.6
stock by returning it to the owner. By following this strategy, there is a risk
free profit of pounds 26.655− 26.4 ' £0.255.

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EMATM0051 COMP220 BLAW1002 E20 TCP8001 ECON61001 EART40005 ECONM1022 MATH 365 MATH 367 ELEC6218 COMP 5812M EDUC 5061M ELEC ENG 1101 equation MATH6174 ST334 C4 EC9570 A33648 EBUS603 ECON47815 stata WFMS0001 PEM102 INF6060 ionically ELECTRICAL MATH 375 MMW 12 MKTG860 ECON60401 ALY6010 SOST20131 Introduction COM3524 MME2 GGR305 JNB 538 EECS101 COMM5030 IEOR E4601 2B CSC336 EN2315 LAW 432 CSC263 MATH2001 OLET1143 CSCB63 SIT772 COMM1170 STAT 441 MS930 INFT3050 GLBH0030 Stat 120B MAST10007 MGEC61 Machine GGR 252H1S ECON7030 Financial Marketing MGMT30019 ECON5120 SDSC 8009 CSC165H1S DSCI 551 3081W ACM41000 ECA 5304 MATH 1064 ECSE444 DATA 604 COMP7105 MIE1615 ECON4004 ENV200H1S EC481 MKT 306 EC1B1 MATH08051 ALY6140 CS260C CSE30 MSIN0226 CS4103 CSC3064 AM16 COMP11212 CSE4101 PSTAT 174 Math 380W CNT 5106C STAT 310 FIN2028 CS5014 STAT 425 COMP 4102A ELEC2140 MANF9544 QRM 9 QRM 8 ECON 457 COMPSCI 4091 MATH 523 DNSC-4211 PEAS 6000 MSIN0180 COMP2119 A2A HT 2022 IB93F0 MAS316/414 ACCT2522 MSIN0181 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