Question
The following is the data set AMD, which is a dta file but since i cannot post the file, i posted the contents of the
The following is the data set AMD, which is a dta file but since i cannot post the file, i posted the contents of the file. You need this for exercise 2. Thank you very much for the help. PLEASE ANSWER BOTH PROBLEMS!!! Just copy and paste the data into whatever file you need----------------
% Daily closing prices of the AMD stock
% from 2/19/13 to 2/19/18
%
% Normalized Closing
% Time Price ($)
%
% (x) (y)
%
0.0000000e+00 2.8200000e+00
7.9428118e-04 2.7000000e+00
1. 5885624e-03 2.6000000e+00
2. 3828435e-03 2.6100000e+00
3. 1771247e-03 2.5300000e+00
4. 9714059e-03 2.4600000e+00
5. 7656871e-03 2.5300000e+00
6. 5599682e-03 2.4900000e+00
7. 3542494e-03 2.4200000e+00
8. 1485306e-03 2.4000000e+00
9. 9428118e-03 2.4300000e+00
10. 7370929e-03 2.4300000e+00
11. 5313741e-03 2.5500000e+00
1. 0325655e-02 2.5600000e+00
1. 1119936e-02 2.5900000e+00
1. 1914218e-02 2.6100000e+00
1. 2708499e-02 2.6000000e+00
1. 3502780e-02 2.6300000e+00
1. 4297061e-02 2.6000000e+00
1. 5091342e-02 2.6500000e+00
1. 5885624e-02 2.6700000e+00
1. 6679905e-02 2.7500000e+00
1. 7474186e-02 2.6400000e+00
1. 8268467e-02 2.5400000e+00
1. 9062748e-02 2.5100000e+00
1. 9857029e-02 2.5400000e+00
2. 0651311e-02 2.5500000e+00
3. 1445592e-02 2.5500000e+00
4. 2239873e-02 2.4400000e+00
5. 3034154e-02 2.3900000e+00
6. 3828435e-02 2.3200000e+00
7. 4622716e-02 2.3300000e+00
8. 5416998e-02 2.2900000e+00
9. 6211279e-02 2.5900000e+00
10. 7005560e-02 2.6300000e+00
11. 7799841e-02 2.6100000e+00
12. 8594122e-02 2.5200000e+00
13. 9388403e-02 2.4800000e+00
14. 0182685e-02 2.4000000e+00
15. 0976966e-02 2.4400000e+00
16. 1771247e-02 2.4000000e+00
17. 2565528e-02 2.5100000e+00
18. 3359809e-02 2.4700000e+00
19. 4154091e-02 2.4600000e+00
20. 4948372e-02 2.5300000e+00
21. 5742653e-02 2.6100000e+00
22. 6536934e-02 2.6800000e+00
23. 7331215e-02 2.6400000e+00
24. 8125496e-02 2.6800000e+00
25. 8919778e-02 2.8200000e+00
26. 9714059e-02 3.2200000e+00
27. 0508340e-02 3.4100000e+00
28. 1302621e-02 3.6000000e+00
29. 2096902e-02 3.6100000e+00
30. 2891183e-02 3.5400000e+00
31. 3685465e-02 3.8300000e+00
32. 4479746e-02 3.8600000e+00
33. 5274027e-02 3.9500000e+00
34. 6068308e-02 4.1700000e+00
35. 6862589e-02 4.2600000e+00
36. 7656871e-02 4.3800000e+00
37. 8451152e-02 3.8300000e+00
38. 9245433e-02 4.0700000e+00
39. 0039714e-02 4.1000000e+00
40. 0833995e-02 4.0200000e+00
41. 1628276e-02 3.9600000e+00
42. 2422558e-02 4.0100000e+00
43. 3216839e-02 4.0500000e+00
44. 4011120e-02 4.0500000e+00
45. 4805401e-02 3.9800000e+00
46. 5599682e-02 4.0400000e+00
47. 6393963e-02 4.0000000e+00
48. 7188245e-02 3.9600000e+00
49. 7982526e-02 4.0100000e+00
50. 8776807e-02 3.9100000e+00
51. 9571088e-02 3.9400000e+00
52. 0365369e-02 3.9100000e+00
53. 1159651e-02 4.0600000e+00
54. 1953932e-02 3.9600000e+00
55. 2748213e-02 3.9000000e+00
56. 3542494e-02 3.9500000e+00
57. 4336775e-02 3.9400000e+00
58. 5131056e-02 4.0500000e+00
59. 5925338e-02 4.0900000e+00
60. 6719619e-02 4.0700000e+00
61. 7513900e-02 3.8700000e+00
62. 8308181e-02 4.0000000e+00
63. 9102462e-02 4.0500000e+00
64. 9896743e-02 4.1500000e+00
65. 0691025e-02 4.1400000e+00
66. 1485306e-02 4.0800000e+00
67. 2279587e-02 4.0800000e+00
68. 3073868e-02 4.1000000e+00
69. 3868149e-02 3.9700000e+00
70. 4662431e-02 4.0600000e+00
71. 5456712e-02 4.0700000e+00
72. 6250993e-02 4.0000000e+00
73. 7045274e-02 4.0500000e+00
74. 7839555e-02 3.9800000e+00
75. 8633836e-02 4.4500000e+00
76. 9428118e-02 4.3200000e+00
77. 0222399e-02 4.4000000e+00
78. 1016680e-02 4.4300000e+00
79. 1810961e-02 4.3800000e+00
80. 2605242e-02 4.6400000e+00
81. 3399523e-02 4.0300000e+00
82. 4193805e-02 3.9000000e+00
83. 4988086e-02 3.6600000e+00
84. 5782367e-02 3.6300000e+00
85. 6576648e-02 3.7000000e+00
86. 7370929e-02 3.8200000e+00
87. 8165210e-02 3.7500000e+00
88. 8959492e-02 3.8200000e+00
89. 9753773e-02 3.7700000e+00
90. 0548054e-02 3.8100000e+00
91. 1342335e-02 3.8000000e+00
92. 2136616e-02 3.8200000e+00
93. 2930898e-02 3.7200000e+00
94. 3725179e-02 3.6900000e+00
95. 4519460e-02 3.7100000e+00
96. 5313741e-02 3.6500000e+00
97. 6108022e-02 3.6500000e+00
98. 6902303e-02 3.6900000e+00
99. 7696585e-02 3.8200000e+00
100. 8490866e-02 3.6900000e+00
101. 9285147e-02 3.6600000e+00
1. 0007943e-01 3.6000000e+00
1. 0087371e-01 3.6300000e+00
1. 0166799e-01 3.6100000e+00
1. 0246227e-01 3.6300000e+00
1. 0325655e-01 3.6500000e+00
1. 0405083e-01 3.5800000e+00
1. 0484512e-01 3.3900000e+00
1. 0563940e-01 3.4200000e+00
1. 0643368e-01 3.3800000e+00
1. 0722796e-01 3.2700000e+00
1. 0802224e-01 3.2700000e+00
1. 0881652e-01 3.3100000e+00
1. 0961080e-01 3.4100000e+00
1. 1040508e-01 3.5700000e+00
1. 1119936e-01 3.6900000e+00
1. 1199365e-01 3.8700000e+00
1. 1278793e-01 3.8200000e+00
1. 1358221e-01 3.7500000e+00
1. 1437649e-01 3.8300000e+00
1. 1517077e-01 3.8200000e+00
1. 1596505e-01 3.8500000e+00
1. 1675933e-01 3.9300000e+00
1. 1755361e-01 3.9500000e+00
1. 1834790e-01 3.8300000e+00
1. 1914218e-01 3.7900000e+00
1. 1993646e-01 3.8000000e+00
1. 2073074e-01 3.9100000e+00
1. 2152502e-01 3.8900000e+00
1. 2231930e-01 3.8600000e+00
1. 2311358e-01 3.8100000e+00
1. 2390786e-01 3.8600000e+00
1. 2470214e-01 3.9000000e+00
1. 2549643e-01 3.9000000e+00
1. 2629071e-01 3.9100000e+00
1. 2708499e-01 3.8600000e+00
1. 2787927e-01 3.7200000e+00
1. 2867355e-01 3.6500000e+00
1. 2946783e-01 3.7900000e+00
1. 3026211e-01 3.8300000e+00
1. 3105639e-01 3.9700000e+00
1. 3185068e-01 4.0200000e+00
1. 3264496e-01 4.0900000e+00
1. 3343924e-01 4.0900000e+00
1. 3423352e-01 3.5300000e+00
1. 3502780e-01 3.3700000e+00
1. 3582208e-01 3.1800000e+00
1. 3661636e-01 3.1400000e+00
1. 3741064e-01 3.2300000e+00
1. 3820492e-01 3.3400000e+00
1. 3899921e-01 3.3200000e+00
1. 3979349e-01 3.3300000e+00
1. 4058777e-01 3.3000000e+00
1. 4138205e-01 3.3400000e+00
1. 4217633e-01 3.3100000e+00
1. 4297061e-01 3.3200000e+00
1. 4376489e-01 3.3300000e+00
1. 4455917e-01 3.3200000e+00
1. 4535346e-01 3.2800000e+00
1. 4614774e-01 3.2700000e+00
1. 4694202e-01 3.3400000e+00
1. 4773630e-01 3.4400000e+00
1. 4853058e-01 3.5400000e+00
1. 4932486e-01 3.5200000e+00
1. 5011914e-01 3.5000000e+00
1. 5091342e-01 3.4700000e+00
1. 5170770e-01 3.4200000e+00
1. 5250199e-01 3.4200000e+00
1. 5329627e-01 3.3700000e+00
1. 5409055e-01 3.3400000e+00
1. 5488483e-01 3.3900000e+00
1. 5567911e-01 3.4500000e+00
1. 5647339e-01 3.5600000e+00
1. 5726767e-01 3.6400000e+00
1. 5806195e-01 3.6600000e+00
1. 5885624e-01 3.6200000e+00
1. 5965052e-01 3.5700000e+00
1. 6044480e-01 3.6400000e+00
1. 6123908e-01 3.6600000e+00
1. 6203336e-01 3.6300000e+00
1. 6282764e-01 3.7200000e+00
1. 6362192e-01 3.6800000e+00
1. 6441620e-01 3.6900000e+00
1. 6521048e-01 3.6900000e+00
1. 6600477e-01 3.5900000e+00
1. 6679905e-01 3.6500000e+00
1. 6759333e-01 3.6500000e+00
1. 6838761e-01 3.6500000e+00
1. 6918189e-01 3.6900000e+00
1. 6997617e-01 3.7500000e+00
1. 7077045e-01 3.7700000e+00
1. 7156473e-01 3.8000000e+00
1. 7235902e-01 3.7800000e+00
1. 7315330e-01 3.8500000e+00
1. 7394758e-01 3.8700000e+00
1. 7474186e-01 3.9500000e+00
1. 7553614e-01 4.0000000e+00
1. 7633042e-01 4.1300000e+00
1. 7712470e-01 4.1800000e+00
1. 7791898e-01 4.1800000e+00
1. 7871326e-01 4.0900000e+00
1. 7950755e-01 4.1700000e+00
1. 8030183e-01 4.1300000e+00
1. 8109611e-01 4.3000000e+00
1. 8189039e-01 4.4700000e+00
1. 8268467e-01 4.3800000e+00
1. 8347895e-01 4.1800000e+00
1. 8427323e-01 4.1700000e+00
1. 8506751e-01 3.6700000e+00
1. 8586180e-01 3.6200000e+00
1. 8665608e-01 3.4700000e+00
1. 8745036e-01 3.4100000e+00
1. 8824464e-01 3.5400000e+00
1. 8903892e-01 3.4800000e+00
1. 8983320e-01 3.4800000e+00
1. 9062748e-01 3.4300000e+00
1. 9142176e-01 3.3300000e+00
1. 9221604e-01 3.3700000e+00
1. 9301033e-01 3.3100000e+00
1. 9380461e-01 3.4100000e+00
1. 9459889e-01 3.4700000e+00
1. 9539317e-01 3.6300000e+00
1. 9618745e-01 3.7000000e+00
1. 9698173e-01 3.6900000e+00
1. 9777601e-01 3.7000000e+00
1. 9857029e-01 3.6900000e+00
1. 9936458e-01 3.7000000e+00
2. 0015886e-01 3.7200000e+00
3. 0095314e-01 3.6900000e+00
4. 0174742e-01 3.6900000e+00
5. 0254170e-01 3.7100000e+00
6. 0333598e-01 3.6900000e+00
7. 0413026e-01 3.7000000e+00
8. 0492454e-01 3.7100000e+00
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13. 0889595e-01 3.7300000e+00
14. 0969023e-01 3.9500000e+00
15. 1048451e-01 3.8100000e+00
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39. 2954726e-01 3.6500000e+00
40. 3034154e-01 3.7100000e+00
41. 3113582e-01 3.7900000e+00
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43. 3272438e-01 3.6900000e+00
44. 3351867e-01 4.1200000e+00
45. 3431295e-01 4.3000000e+00
46. 3510723e-01 4.2500000e+00
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poly.leastsquarea test least squares.m Exercise 1 Write a Matlab function poly least squares.m that implements the lcast squares method we discussed in class to approximale a data set in terms of a polynomial model of degree M. The function should be of the form function [a ,err] poly-least-squares(x,y,M) = Ipul: x: vector of nodes x= [x(1) .-- y: vector of data points y=[y(1) M: degree of the polynomial model -.. xCN)] y (N)] correspondinglo (x(1) x (N)) Oulpul: a: Vector of coellicients representing the polynomial (1) err: Error between the odel and the data in the 2-norm Exercise 2 Use lhe function you codcrl in Exercise l to determine lhe kast squares polynomial ap- proximants of the attached data set AMD data 2013 2018.dat (daily closing prices of the Advanced Micro Devices Inc. stock from fro 2/19/13 to 2/19/18). To this end, write a Matlab/Octave function test-least-squares. of the form function [x.pl.p2.,p4.ps] - test.least.quares test-least-squares( Oulpul: x: Vector of 1000 evenly-spaced evaluation nodes in [0, (including endpoints), i.c., x(j) - (j-1)/999 with j-1,... ,1000. pl, p2, p4, p8: Idasl squans polynonnal lnodels (1) of the MD stock price with degrees M 1,2,4,8, respectively, evaluated a x. The function should also return one ligure with the plots of the data points (riy1.. in the file (in bluc) and the least-squares polynomial models pi, p2, p4 and p8 you computed above (in red). sce t he Mallab/Octave Htti : To load he MD data in Matlab/Octave use lhe conll and load() documentation for frthe details). poly.leastsquarea test least squares.m Exercise 1 Write a Matlab function poly least squares.m that implements the lcast squares method we discussed in class to approximale a data set in terms of a polynomial model of degree M. The function should be of the form function [a ,err] poly-least-squares(x,y,M) = Ipul: x: vector of nodes x= [x(1) .-- y: vector of data points y=[y(1) M: degree of the polynomial model -.. xCN)] y (N)] correspondinglo (x(1) x (N)) Oulpul: a: Vector of coellicients representing the polynomial (1) err: Error between the odel and the data in the 2-norm Exercise 2 Use lhe function you codcrl in Exercise l to determine lhe kast squares polynomial ap- proximants of the attached data set AMD data 2013 2018.dat (daily closing prices of the Advanced Micro Devices Inc. stock from fro 2/19/13 to 2/19/18). To this end, write a Matlab/Octave function test-least-squares. of the form function [x.pl.p2.,p4.ps] - test.least.quares test-least-squares( Oulpul: x: Vector of 1000 evenly-spaced evaluation nodes in [0, (including endpoints), i.c., x(j) - (j-1)/999 with j-1,... ,1000. pl, p2, p4, p8: Idasl squans polynonnal lnodels (1) of the MD stock price with degrees M 1,2,4,8, respectively, evaluated a x. The function should also return one ligure with the plots of the data points (riy1.. in the file (in bluc) and the least-squares polynomial models pi, p2, p4 and p8 you computed above (in red). sce t he Mallab/Octave Htti : To load he MD data in Matlab/Octave use lhe conll and load() documentation for frthe details)Step by Step Solution
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