7/24/2019 Variacin - escala logartmica
1/23
Date S&P P.Aleatorio Variacin
1/2/2015 2020.58 2020.579956
1/5/2015 2002.61 2020.62 0.0020%
1/6/2015 2025.90 2020.43 -0.0094%
1/7/2015 2062.14 2020.12 -0.0153%
1/8/2015 2044.81 2020.05 -0.0035%
1/9/2015 2028.26 2020.27 0.0109%1/12/2015 2023.03 2020.18 -0.0045%
1/13/2015 2011.27 2020.40 0.0109%
1/14/2015 1992.67 2020.56 0.0079%
1/15/2015 2019.42 2020.78 0.0109%
1/16/2015 2022.55 2020.66 -0.0059%
1/20/2015 2032.12 2020.43 -0.0114%
1/21/2015 2063.15 2020.30 -0.0064%
1/22/2015 2051.82 2020.07 -0.0114%
1/23/2015 2057.09 2020.18 0.0054%
1/26/2015 2029.55 2020.07 -0.0054%1/27/2015 2002.16 2020.16 0.0045%
1/28/2015 2021.25 2020.31 0.0074%
1/29/2015 1994.99 2020.35 0.0020%
1/30/2015 2020.85 2020.35 0.0000%
2/2/2015 2050.03 2020.20 -0.0074%
2/3/2015 2041.51 2020.02 -0.0089%
2/4/2015 2062.52 2019.76 -0.0129%
2/5/2015 2055.47 2019.97 0.0104%
2/6/2015 2046.74 2019.63 -0.0168%
2/9/2015 2068.59 2019.59 -0.0020% EE!"
2/10/2015 2068.53 2019.47 -0.0059% #E$
2/11/2015 2088.48 2019.08 -0.0193% A!
2/12/2015 2096.99 2018.73 -0.0173% A$!'(
2/13/2015 2100.34 2018.64 -0.0045% A)"
2/17/2015 2099.68 2018.47 -0.0084% *+'"
2/18/2015 2097.45 2018.17 0.0124% *+('"
2/19/2015 2110.30 2018.31 0.0069% A,"S"
2/20/2015 2109.66 2018.35 0.0020% SE'E$!E
2/23/2015 2115.48 2018.14 -0.0104%
2/24/2015 2113.86 2017.95 -0.0094%
2/25/2015 2110.74 2017.96 0.0005%
2/26/2015 2104.50 2018.06 0.0050%
2/27/2015 2117.39 2017.84 -0.0109%
3/2/2015 2107.78 2017.76 -0.0040%
3/3/2015 2098.53 2017.82 0.0030%
3/4/2015 2101.04 2017.88 0.0030%
3/5/2015 2071.26 2017.97 0.0045%
3/6/2015 2079.43 2017.65 -0.0159%
7/24/2019 Variacin - escala logartmica
2/23
3/9/2015 2044.16 2017.88 0.0114%
3/10/2015 2040.24 2017.82 -0.0030%
3/11/2015 2065.95 2017.80 -0.0010%
3/12/2015 2053.40 2017.87 0.0035%
3/13/2015 2081.19 2017.70 -0.0084%
3/16/2015 2074.28 2017.47 -0.0114%
3/17/2015 2099.50 2017.29 -0.0089%3/18/2015 2089.27 2017.38 0.0045%
3/19/2015 2108.10 2017.37 -0.0005%
3/20/2015 2104.42 2017.34 -0.0015%
3/23/2015 2091.50 2017.39 0.0025%
3/24/2015 2061.05 2017.45 0.0030%
3/25/2015 2056.15 2017.12 -0.0164%
3/26/2015 2061.02 2016.80 -0.0159%
3/27/2015 2086.24 2016.87 0.0035%
3/30/2015 2067.89 2016.60 -0.0134%
3/31/2015 2059.69 2016.60 0.0000%4/1/2015 2066.96 2016.24 -0.0179%
4/2/2015 2080.62 2016.07 -0.0084%
4/6/2015 2076.33 2015.95 -0.0060%
4/7/2015 2081.90 2016.04 0.0045%
4/8/2015 2091.18 2016.06 0.0010%
4/9/2015 2102.06 2016.15 0.0045%
4/10/2015 2092.43 2015.99 -0.0079%
4/13/2015 2095.84 2015.86 -0.0064%
4/14/2015 2106.63 2015.47 -0.0193%
4/15/2015 2104.99 2015.64 0.0084%
4/16/2015 2081.18 2015.32 -0.0159%
4/17/2015 2100.40 2015.40 0.0040%
4/20/2015 2097.29 2015.40 0.0000%
4/21/2015 2107.96 2015.16 -0.0119%
4/22/2015 2112.93 2015.22 0.0030%
4/23/2015 2117.69 2014.91 -0.0154%
4/24/2015 2108.92 2015.05 0.0069%
4/27/2015 2114.76 2014.92 -0.0065%
4/28/2015 2106.85 2014.85 -0.0035%
4/29/2015 2085.51 2014.51 -0.0169%
4/30/2015 2108.29 2014.61 0.0050%
5/1/2015 2114.49 2014.38 -0.0114%
5/4/2015 2089.46 2014.43 0.0025%
5/5/2015 2080.15 2014.24 -0.0094%
5/6/2015 2088.00 2014.46 0.0109%
5/7/2015 2116.10 2014.31 -0.0074%
5/8/2015 2105.33 2014.19 -0.0060%
5/11/2015 2099.12 2013.83 -0.0179%
7/24/2019 Variacin - escala logartmica
3/23
5/12/2015 2098.48 2013.50 -0.0164%
5/13/2015 2121.10 2013.51 0.0005%
5/14/2015 2122.73 2013.56 0.0025%
5/15/2015 2129.20 2013.28 -0.0139%
5/18/2015 2127.83 2013.53 0.0124%
5/19/2015 2125.85 2013.20 -0.0164%
5/20/2015 2130.82 2013.41 0.0104%5/21/2015 2126.06 2013.42 0.0005%
5/22/2015 2104.20 2013.59 0.0084%
5/26/2015 2123.48 2013.39 -0.0099%
5/27/2015 2120.79 2013.01 -0.0189%
5/28/2015 2107.39 2013.19 0.0089%
5/29/2015 2111.73 2012.90 -0.0144%
6/1/2015 2109.60 2012.60 -0.0149%
6/2/2015 2114.07 2012.61 0.0005%
6/3/2015 2095.84 2012.73 0.0060%
6/4/2015 2092.83 2012.60 -0.0065%6/5/2015 2079.28 2012.41 -0.0094%
6/8/2015 2080.15 2012.62 0.0104%
6/9/2015 2105.20 2012.38 -0.0119%
6/10/2015 2108.86 2012.47 0.0045%
6/11/2015 2094.11 2012.36 -0.0055%
6/12/2015 2084.43 2012.18 -0.0089%
6/15/2015 2096.29 2012.11 -0.0035%
6/16/2015 2100.44 2012.17 0.0030%
6/17/2015 2121.24 2011.79 -0.0189%
6/18/2015 2109.99 2011.93 0.0070%
6/19/2015 2122.85 2011.96 0.0015%
6/22/2015 2124.20 2011.84 -0.0060%
6/23/2015 2108.58 2011.61 -0.0114%
6/24/2015 2102.31 2011.69 0.0040%
6/25/2015 2101.61 2011.64 -0.0025%
6/26/2015 2057.64 2011.83 0.0094%
6/29/2015 2063.11 2011.70 -0.0065%
6/30/2015 2077.42 2011.77 0.0035%
7/1/2015 2076.78 2011.95 0.0089%
7/2/2015 2068.76 2011.89 -0.0030%
7/6/2015 2081.34 2011.92 0.0015%
7/7/2015 2046.68 2011.86 -0.0030%
7/8/2015 2051.31 2011.71 -0.0075%
7/9/2015 2076.62 2011.95 0.0119%
7/10/2015 2099.60 2011.91 -0.0020%
7/13/2015 2108.95 2011.69 -0.0109%
7/14/2015 2107.40 2011.38 -0.0154%
7/15/2015 2124.29 2011.45 0.0035%
7/24/2019 Variacin - escala logartmica
4/23
7/16/2015 2126.64 2011.64 0.0094%
7/17/2015 2128.28 2011.86 0.0109%
7/20/2015 2119.21 2011.55 -0.0154%
7/21/2015 2114.15 2011.30 -0.0124%
7/22/2015 2102.15 2011.48 0.0089%
7/23/2015 2079.65 2011.34 -0.0070%
7/24/2015 2067.64 2011.58 0.0119%7/27/2015 2093.25 2011.39 -0.0094%
7/28/2015 2108.57 2011.48 0.0045%
7/29/2015 2108.63 2011.40 -0.0040%
7/30/2015 2103.84 2011.02 -0.0189%
7/31/2015 2098.04 2011.13 0.0055%
8/3/2015 2093.32 2010.93 -0.0099%
8/4/2015 2099.84 2010.98 0.0025%
8/5/2015 2083.56 2010.72 -0.0129%
8/6/2015 2077.57 2010.70 -0.0010%
8/7/2015 2104.18 2010.57 -0.0065%8/10/2015 2084.07 2010.67 0.0050%
8/11/2015 2086.05 2010.58 -0.0045%
8/12/2015 2083.39 2010.72 0.0070%
8/13/2015 2091.54 2010.64 -0.0040%
8/14/2015 2102.44 2010.47 -0.0085%
8/17/2015 2096.92 2010.29 -0.0090%
8/18/2015 2079.61 2009.98 -0.0154%
8/19/2015 2035.73 2010.15 0.0085%
8/20/2015 1970.89 2010.23 0.0040%
8/21/2015 1893.21 2009.90 -0.0164%
8/24/2015 1867.61 2009.78 -0.0060%
8/25/2015 1940.51 2009.38 -0.0199%
8/26/2015 1987.66 2009.15 -0.0114%
8/27/2015 1988.87 2008.85 -0.0149%
8/28/2015 1972.18 2009.05 0.0100%
8/31/2015 1913.85 2008.79 -0.0129%
9/1/2015 1948.86 2008.59 -0.0100%
9/2/2015 1951.13 2008.28 -0.0154%
9/3/2015 1921.22 2007.94 -0.0169%
9/4/2015 1969.41 2008.00 0.0030%
9/8/2015 1942.04 2007.68 -0.0159%
9/10/2015 1952.29 2007.49 -0.0095%
7/24/2019 Variacin - escala logartmica
5/23
2063.15
2117.39
2108.10
2117.69
2130.82
2124.20
2128.28
2104.18
1969.41
0 20 40 60 80 100 120 140 160 1
-0.03%
-0.02%
-0.02%
-0.01%
-0.01%
0.00%
0.01%
0.01%
0.02%
,r./ca 1e la Variacin
oln D
7/24/2019 Variacin - escala logartmica
6/23
7/24/2019 Variacin - escala logartmica
7/23
7/24/2019 Variacin - escala logartmica
8/23
7/24/2019 Variacin - escala logartmica
9/23
ee otiacin Variacin
Enero 2063.15
#erero 2117.39 2.63%
aro 2108.1 -0.44%
Aril 2117.69 0.45%
ao 2130.82 0.62%
*nio 2124.2 -0.31%
*lio 2128.28 0.19%
Aoto 2104.18 -1.13%
Setiere 112.34 -94.66%
reciiento 1.5
ee otiacin VariacinEnero 2117.69
#erero 3176.535 50%
aro 4764.8025 50%
Aril 7147.20375 50%
ao 10720.805625 50%
*nio 16081.208438 50%
*lio 24121.812656 50%
Aoto 36182.718984 50%
Setiere 54274.078477 50%
7/24/2019 Variacin - escala logartmica
10/23
E:rea A::
0 1 2 3 4 5 6 7 81.00
10.00
100.00
1000.00
10000.00
100000.00
Grfco de Escala Logartmica
oln $
Enero #erero aro Aril ao *nio *lio A0.00
10000.00
20000.00
30000.00
40000.00
50000.00
60000.00
2;art -itle
7/24/2019 Variacin - escala logartmica
11/23
9 1 0
oto Setiere
7/24/2019 Variacin - escala logartmica
12/23
D'A S&P P!"."V'( 5 )
1 2020.58 2080.405
2 2002.61 2080.335
3 2025.90 2080.265
4 2062.14 2080.195
5 2044.81 2031.21 2080.124
6 2028.26 2032.74 2080.0547 2023.03 2036.83 2079.984
8 2011.27 2033.90 2079.914
9 1992.67 2020.01 2079.843
10 2019.42 2014.93 2079.773
11 2022.55 2013.79 2079.703
12 2032.12 2015.61 2079.633
13 2063.15 2025.98 2079.563
14 2051.82 2037.81 2079.492
15 2057.09 2045.35 2079.422
16 2029.55 2046.75 2079.35217 2002.16 2040.75 2079.282
18 2021.25 2032.37 2079.212
19 1994.99 2021.01 2079.141
20 2020.85 2013.76 2079.071
21 2050.03 2017.86 2079.001
22 2041.51 2025.73 2078.931
23 2062.52 2033.98 2078.860
24 2055.47 2046.08 2078.790
25 2046.74 2051.25 2078.720
26 2068.59 2054.97 2078.650
27 2068.53 2060.37 2078.580
28 2088.48 2065.56 2078.509
29 2096.99 2073.87 2078.439
30 2100.34 2084.59 2078.369
31 2099.68 2090.80 2078.299
32 2097.45 2096.59 2078.228
33 2110.30 2100.95 2078.158
34 2109.66 2103.49 2078.088
35 2115.48 2106.51 2078.018
36 2113.86 2109.35 2077.948
37 2110.74 2112.01 2077.877
38 2104.50 2110.85 2077.807
39 2117.39 2112.39 2077.737
40 2107.78 2110.85 2077.667
41 2098.53 2107.79 2077.597
42 2101.04 2105.85 2077.526
43 2071.26 2099.20 2077.456
44 2079.43 2091.61 2077.386
7/24/2019 Variacin - escala logartmica
13/23
45 2044.16 2078.88 2077.316
46 2040.24 2067.23 2077.245
47 2065.95 2060.21 2077.175
48 2053.40 2056.64 2077.105
49 2081.19 2056.99 2077.035
50 2074.28 2063.01 2076.965
51 2099.50 2074.86 2076.89452 2089.27 2079.53 2076.824
53 2108.10 2090.47 2076.754
54 2104.42 2095.11 2076.684
55 2091.50 2098.56 2076.614
56 2061.05 2090.87 2076.543
57 2056.15 2084.24 2076.473
58 2061.02 2074.83 2076.403
59 2086.24 2071.19 2076.333
60 2067.89 2066.47 2076.262
61 2059.69 2066.20 2076.19262 2066.96 2068.36 2076.122
63 2080.62 2072.28 2076.052
64 2076.33 2070.30 2075.982
65 2081.90 2073.10 2075.911
66 2091.18 2079.40 2075.841
67 2102.06 2086.42 2075.771
68 2092.43 2088.78 2075.701
69 2095.84 2092.68 2075.630
70 2106.63 2097.63 2075.560
71 2104.99 2100.39 2075.490
72 2081.18 2096.21 2075.420
73 2100.40 2097.81 2075.350
74 2097.29 2098.10 2075.279
75 2107.96 2098.36 2075.209
76 2112.93 2099.95 2075.139
77 2117.69 2107.25 2075.069
78 2108.92 2108.96 2074.999
79 2114.76 2112.45 2074.928
80 2106.85 2112.23 2074.858
81 2085.51 2106.75 2074.788
82 2108.29 2104.87 2074.718
83 2114.49 2105.98 2074.647
84 2089.46 2100.92 2074.577
85 2080.15 2095.58 2074.507
86 2088.00 2096.08 2074.437
87 2116.10 2097.64 2074.367
88 2105.33 2095.81 2074.296
89 2099.12 2097.74 2074.226
7/24/2019 Variacin - escala logartmica
14/23
90 2098.48 2101.41 2074.156
91 2121.10 2108.03 2074.086
92 2122.73 2109.35 2074.015
93 2129.20 2114.13 2073.945
94 2127.83 2119.87 2073.875
95 2125.85 2125.34 2073.805
96 2130.82 2127.29 2073.73597 2126.06 2127.95 2073.664
98 2104.20 2122.95 2073.594
99 2123.48 2122.08 2073.524
100 2120.79 2121.07 2073.454
101 2107.39 2116.38 2073.384
102 2111.73 2113.52 2073.313
103 2109.60 2114.60 2073.243
104 2114.07 2112.72 2073.173
105 2095.84 2107.73 2073.103
106 2092.83 2104.81 2073.032107 2079.28 2098.32 2072.962
108 2080.15 2092.43 2072.892
109 2105.20 2090.66 2072.822
110 2108.86 2093.26 2072.752
111 2094.11 2093.52 2072.681
112 2084.43 2094.55 2072.611
113 2096.29 2097.78 2072.541
114 2100.44 2096.83 2072.471
115 2121.24 2099.30 2072.401
116 2109.99 2102.48 2072.330
117 2122.85 2110.16 2072.260
118 2124.20 2115.74 2072.190
119 2108.58 2117.37 2072.120
120 2102.31 2113.59 2072.049
121 2101.61 2111.91 2071.979
122 2057.64 2098.87 2071.909
123 2063.11 2086.65 2071.839
124 2077.42 2080.42 2071.769
125 2076.78 2075.31 2071.698
126 2068.76 2068.74 2071.628
127 2081.34 2073.48 2071.558
128 2046.68 2070.20 2071.488
129 2051.31 2064.97 2071.417
130 2076.62 2064.94 2071.347
131 2099.60 2071.11 2071.277
132 2108.95 2076.63 2071.207
133 2107.40 2088.78 2071.137
134 2124.29 2103.37 2071.066
7/24/2019 Variacin - escala logartmica
15/23
135 2126.64 2113.38 2070.996
136 2128.28 2119.11 2070.926
137 2119.21 2121.16 2070.856
138 2114.15 2122.51 2070.786
139 2102.15 2118.09 2070.715
140 2079.65 2108.69 2070.645
141 2067.64 2096.56 2070.575142 2093.25 2091.37 2070.505
143 2108.57 2090.25 2070.434
144 2108.63 2091.55 2070.364
145 2103.84 2096.39 2070.294
146 2098.04 2102.47 2070.224
147 2093.32 2102.48 2070.154
148 2099.84 2100.73 2070.083
149 2083.56 2095.72 2070.013
150 2077.57 2090.47 2069.943
151 2104.18 2091.69 2069.873152 2084.07 2089.84 2069.803
153 2086.05 2087.09 2069.732
154 2083.39 2087.05 2069.662
155 2091.54 2089.85 2069.592
156 2102.44 2089.50 2069.522
157 2096.92 2092.07 2069.451
158 2079.61 2090.78 2069.381
159 2035.73 2081.25 2069.311
160 1970.89 2057.12 2069.241
161 1893.21 2015.27 2069.171
162 1867.61 1969.41 2069.100
163 1940.51 1941.59 2069.030
164 1987.66 1931.98 2068.960
165 1988.87 1935.57 2068.890
166 1972.18 1951.37 2068.819
167 1913.85 1960.61 2068.749
168 1948.86 1962.28 2068.679
169 1951.13 1954.98 2068.609
170 1921.22 1941.45 2068.539
171 1969.41 1940.89 2068.468
172 1942.04 1946.53 2068.398
173 1952.29 1947.22 2068.328
7/24/2019 Variacin - escala logartmica
16/23
a 2080.48 a< intereccion e?e
-0.07021663 < :eniente
1700.00
1750.00
1800.00
1850.00
1900.00
1950.00
2000.00
2050.00
2100.00
2150.00
2200.00
2;art -itle
oln $ oln oln D
7/24/2019 Variacin - escala logartmica
17/23
7/24/2019 Variacin - escala logartmica
18/23
7/24/2019 Variacin - escala logartmica
19/23
7/24/2019 Variacin - escala logartmica
20/23
7/24/2019 Variacin - escala logartmica
21/23
7/24/2019 Variacin - escala logartmica
22/23
7/24/2019 Variacin - escala logartmica
23/23