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# stochosc

Stochastic oscillator

## Syntax

```stosc = stochosc(highp, lowp, closep)
stosc = stochosc([highp lowp closep])
stosc = stochosc(highp, lowp, closep, kperiods, dperiods, dmamethod)
stosc = stochosc([highp lowp closep], kperiods, dperiods, dmamethod)
stoscts = stochosc(tsobj, kperiods, dperiods, dmamethod)
stoscts = stochosc(tsobj, kperiods, dperiods, dmamethod,ParameterName,  ParameterValue, ...)
```

## Arguments

 highp High price (vector). lowp Low price (vector). closep Closing price (vector). kperiods (Optional) %K periods. Default = 10. dperiods (Optional) %D periods. Default = 3. damethod (Optional) %D moving average method. Default = 'e' (exponential). tsobj Financial time series object.

## Description

stosc = stochosc(highp, lowp, closep) calculates the fast stochastics F%K and F%D from the stock price data highp (high prices), lowp (low prices), and closep (closing prices). stosc is a two-column matrix whose first column is the F%K values and second is the F%D values.

stosc = stochosc([highp lowp closep]) accepts a three-column matrix of high (highp), low (lowp), and closing prices (closep), in that order.

stosc = stochosc(highp, lowp, closep, kperiods, dperiods, dmamethod) calculates the fast stochastics F%K and F%D from the stock price data highp (high prices), lowp (low prices), and closep (closing prices). kperiods sets the %K period. dperiods sets the %D period. damethod specifies the %D moving average method. Valid moving average methods for %D are exponential ('e') and triangular ('t'). See tsmovavg for explanations of these methods.

stosc= stochosc([highp lowp closep], kperiods, dperiods, dmamethod) accepts a three-column matrix of high (highp), low (lowp), and closing prices (closep), in that order.

stoscts = stochosc(tsobj, kperiods, dperiods, dmamethod) calculates the fast stochastics F%K and F%D from the stock price data in the financial time series object tsobj. tsobj must minimally contain the series High (high prices), Low (low prices), and Close (closing prices). stoscts is a financial time series object with similar dates to tsobj and two data series named SOK and SOD.

stoscts = stochosc(tsobj, kperiods, dperiods, dmamethod, ParameterName, ParameterValue, ...) accepts parameter name/parameter value pairs as input. These pairs specify the name(s) for the required data series if it is different from the expected default name(s). Valid parameter names are

• HighName: high prices series name

• LowName: low prices series name

• CloseName: closing prices series name

Parameter values are the strings that represent the valid parameter names.

## Examples

expand all

### Compute the Stochastic Oscillator

This example shows how to compute the stochastic oscillator for Disney stock and plot the results.

```load disney.mat
dis_StochOsc = stochosc(dis)
plot(dis_StochOsc)
title('Stochastic Oscillator for Disney')
```
```
dis_StochOsc =

desc:  StochOsc: Walt Disney Company (DIS)
freq:  Unknown (0)

'dates:  (782)'    'SOK:  (782)'    'SOD:  (782)'
'29-Mar-1996'      [    68.1942]    [        NaN]
'01-Apr-1996'      [    86.3612]    [        NaN]
'02-Apr-1996'      [    97.7087]    [    90.8983]
'03-Apr-1996'      [        100]    [    95.4492]
'04-Apr-1996'      [    88.6525]    [    92.0508]
'05-Apr-1996'      [        NaN]    [        NaN]
'08-Apr-1996'      [    77.2504]    [    84.6506]
'09-Apr-1996'      [    63.6116]    [    74.1311]
'10-Apr-1996'      [    13.6388]    [    43.8850]
'11-Apr-1996'      [     4.5281]    [    24.2065]
'12-Apr-1996'      [    22.6950]    [    23.4508]
'15-Apr-1996'      [    31.8058]    [    27.6283]
'16-Apr-1996'      [    38.6252]    [    33.1267]
'17-Apr-1996'      [    40.9165]    [    37.0216]
'18-Apr-1996'      [    56.3692]    [    46.6954]
'19-Apr-1996'      [    61.5385]    [    54.1169]
'22-Apr-1996'      [    55.5333]    [    54.8251]
'23-Apr-1996'      [    46.3979]    [    50.6115]
'24-Apr-1996'      [    22.5407]    [    36.5761]
'25-Apr-1996'      [    38.7297]    [    37.6529]
'26-Apr-1996'      [    54.8412]    [    46.2470]
'29-Apr-1996'      [    54.8412]    [    50.5441]
'30-Apr-1996'      [    58.0945]    [    54.3193]
'01-May-1996'      [    19.3648]    [    36.8421]
'02-May-1996'      [     9.3773]    [    23.1097]
'03-May-1996'      [     9.7775]    [    16.4436]
'06-May-1996'      [    38.2498]    [    27.3467]
'07-May-1996'      [    20.6069]    [    23.9768]
'08-May-1996'      [    23.0769]    [    23.5269]
'09-May-1996'      [     7.6923]    [    15.6096]
'10-May-1996'      [    32.3446]    [    23.9771]
'13-May-1996'      [    67.6554]    [    45.8162]
'14-May-1996'      [    77.4593]    [    61.6378]
'15-May-1996'      [    71.4408]    [    66.5393]
'16-May-1996'      [    82.1612]    [    74.3503]
'17-May-1996'      [         90]    [    82.1751]
'20-May-1996'      [    96.9455]    [    89.5603]
'21-May-1996'      [    97.3394]    [    93.4498]
'22-May-1996'      [    97.5390]    [    95.4944]
'23-May-1996'      [    74.4000]    [    84.9472]
'24-May-1996'      [         80]    [    82.4736]
'27-May-1996'      [        NaN]    [        NaN]
'28-May-1996'      [    66.6667]    [    74.5701]
'29-May-1996'      [    18.5778]    [    46.5740]
'30-May-1996'      [    33.4000]    [    39.9870]
'31-May-1996'      [    16.7000]    [    28.3435]
'03-Jun-1996'      [     4.2000]    [    16.2717]
'04-Jun-1996'      [    13.8245]    [    15.0481]
'05-Jun-1996'      [    26.7200]    [    20.8841]
'06-Jun-1996'      [    70.5716]    [    45.7278]
'07-Jun-1996'      [    88.2145]    [    66.9712]
'10-Jun-1996'      [    67.6782]    [    67.3247]
'11-Jun-1996'      [    67.6782]    [    67.5014]
'12-Jun-1996'      [    67.6782]    [    67.5898]
'13-Jun-1996'      [    52.9287]    [    60.2593]
'14-Jun-1996'      [    47.0713]    [    53.6653]
'17-Jun-1996'      [    58.8567]    [    56.2610]
'18-Jun-1996'      [    35.2858]    [    45.7734]
'19-Jun-1996'      [     8.6639]    [    27.2186]
'20-Jun-1996'      [    34.9340]    [    31.0763]
'21-Jun-1996'      [    84.9940]    [    58.0352]
'24-Jun-1996'      [    61.0667]    [    59.5509]
'25-Jun-1996'      [    94.9580]    [    77.2544]
'26-Jun-1996'      [    60.0240]    [    68.6392]
'27-Jun-1996'      [    90.0360]    [    79.3376]
'28-Jun-1996'      [    69.5198]    [    74.4287]
'01-Jul-1996'      [    47.8079]    [    61.1183]
'02-Jul-1996'      [    13.0480]    [    37.0832]
'03-Jul-1996'      [    26.6400]    [    31.8616]
'04-Jul-1996'      [        NaN]    [        NaN]
'05-Jul-1996'      [          0]    [    15.9308]
'08-Jul-1996'      [     5.0390]    [    10.4849]
'09-Jul-1996'      [          0]    [     5.2424]
'10-Jul-1996'      [    13.4749]    [     9.3586]
'11-Jul-1996'      [     1.5873]    [     5.4730]
'12-Jul-1996'      [    12.9333]    [     9.2032]
'15-Jul-1996'      [     3.2508]    [     6.2270]
'16-Jul-1996'      [    28.3600]    [    17.2935]
'17-Jul-1996'      [    32.7180]    [    25.0058]
'18-Jul-1996'      [    51.9151]    [    38.4604]
'19-Jul-1996'      [    55.9981]    [    47.2293]
'22-Jul-1996'      [    39.5647]    [    43.3970]
'23-Jul-1996'      [    37.1487]    [    40.2729]
'24-Jul-1996'      [    11.7855]    [    26.0292]
'25-Jul-1996'      [    11.7855]    [    18.9073]
'26-Jul-1996'      [    13.5538]    [    16.2306]
'29-Jul-1996'      [     2.8000]    [     9.5153]
'30-Jul-1996'      [    44.4667]    [    26.9910]
'31-Jul-1996'      [    52.8000]    [    39.8955]
'01-Aug-1996'      [    91.6667]    [    65.7811]
'02-Aug-1996'      [    86.3612]    [    76.0711]
'05-Aug-1996'      [    93.1806]    [    84.6258]
'06-Aug-1996'      [    97.9060]    [    91.2659]
'07-Aug-1996'      [    87.2319]    [    89.2489]
'08-Aug-1996'      [    72.3698]    [    80.8093]
'09-Aug-1996'      [    65.9857]    [    73.3975]
'12-Aug-1996'      [    89.1441]    [    81.2708]
'13-Aug-1996'      [    74.2798]    [    77.7753]
'14-Aug-1996'      [    68.0115]    [    72.8934]
'15-Aug-1996'      [    52.4571]    [    62.6753]
'16-Aug-1996'      [    61.9429]    [    62.3091]
'19-Aug-1996'      [    57.1429]    [    59.7260]
'20-Aug-1996'      [    29.9760]    [    44.8510]
'21-Aug-1996'      [    57.9545]    [    51.4028]
'22-Aug-1996'      [    68.4343]    [    59.9186]
'23-Aug-1996'      [    78.9141]    [    69.4163]
'26-Aug-1996'      [        100]    [    84.7082]
'27-Aug-1996'      [    73.9312]    [    79.3197]
'28-Aug-1996'      [    47.8624]    [    63.5910]
'29-Aug-1996'      [    33.3000]    [    48.4455]
'30-Aug-1996'      [    18.4889]    [    33.4672]
'02-Sep-1996'      [        NaN]    [        NaN]
'03-Sep-1996'      [    18.4889]    [    25.9780]
'04-Sep-1996'      [    11.1111]    [    18.5446]
'05-Sep-1996'      [          0]    [     9.2723]
'06-Sep-1996'      [    33.3091]    [    21.2907]
'09-Sep-1996'      [    63.6364]    [    42.4635]
'10-Sep-1996'      [    66.6667]    [    54.5651]
'11-Sep-1996'      [        100]    [    77.2825]
'12-Sep-1996'      [    97.5390]    [    87.4108]
'13-Sep-1996'      [    93.1806]    [    90.2957]
'16-Sep-1996'      [    75.5022]    [    82.8989]
'17-Sep-1996'      [    89.8089]    [    86.3539]
'18-Sep-1996'      [    91.8667]    [    89.1103]
'19-Sep-1996'      [        100]    [    94.5552]
'20-Sep-1996'      [    94.1176]    [    94.3364]
'23-Sep-1996'      [        100]    [    97.1682]
'24-Sep-1996'      [    83.6925]    [    90.4303]
'25-Sep-1996'      [    76.9231]    [    83.6767]
'26-Sep-1996'      [    54.8762]    [    69.2764]
'27-Sep-1996'      [    80.6502]    [    74.9633]
'30-Sep-1996'      [    84.3328]    [    79.6481]
'01-Oct-1996'      [    55.9501]    [    67.7991]
'02-Oct-1996'      [    66.6000]    [    67.1995]
'03-Oct-1996'      [    66.6667]    [    66.9331]
'04-Oct-1996'      [    80.0192]    [    73.4762]
'07-Oct-1996'      [    80.0192]    [    76.7477]
'08-Oct-1996'      [    63.9769]    [    70.3623]
'09-Oct-1996'      [    60.0384]    [    65.2004]
'10-Oct-1996'      [    63.9769]    [    64.5887]
'11-Oct-1996'      [    66.6667]    [    65.6277]
'14-Oct-1996'      [    72.2667]    [    68.9472]
'15-Oct-1996'      [    83.3333]    [    76.1402]
'16-Oct-1996'      [    95.6159]    [    85.8781]
'17-Oct-1996'      [    68.0115]    [    76.9448]
'18-Oct-1996'      [    72.0461]    [    74.4955]
'21-Oct-1996'      [    92.0269]    [    83.2612]
'22-Oct-1996'      [    96.8492]    [    90.0552]
'23-Oct-1996'      [    83.3600]    [    86.7076]
'24-Oct-1996'      [    57.7101]    [    72.2088]
'25-Oct-1996'      [    84.5799]    [    78.3944]
'28-Oct-1996'      [    83.5951]    [    80.9947]
'29-Oct-1996'      [    59.5918]    [    70.2933]
'30-Oct-1996'      [    46.1255]    [    58.2094]
'31-Oct-1996'      [    56.3346]    [    57.2720]
'01-Nov-1996'      [    30.2326]    [    43.7523]
'04-Nov-1996'      [    93.8438]    [    68.7981]
'05-Nov-1996'      [        100]    [    84.3990]
'06-Nov-1996'      [    91.6000]    [    87.9995]
'07-Nov-1996'      [        100]    [    93.9998]
'08-Nov-1996'      [    87.0743]    [    90.5370]
'11-Nov-1996'      [        100]    [    95.2685]
'12-Nov-1996'      [    90.2118]    [    92.7401]
'13-Nov-1996'      [    86.3059]    [    89.5230]
'14-Nov-1996'      [    86.3059]    [    87.9144]
'15-Nov-1996'      [    90.1614]    [    89.0379]
'18-Nov-1996'      [    74.5412]    [    81.7895]
'19-Nov-1996'      [    68.6588]    [    75.2242]
'20-Nov-1996'      [    76.7728]    [    75.9985]
'21-Nov-1996'      [    85.3630]    [    80.6807]
'22-Nov-1996'      [    74.4000]    [    77.5404]
'25-Nov-1996'      [    96.8516]    [    87.1960]
'26-Nov-1996'      [    83.5956]    [    85.3958]
'27-Nov-1996'      [    55.7435]    [    70.5696]
'28-Nov-1996'      [        NaN]    [        NaN]
'29-Nov-1996'      [    49.0489]    [    59.8093]
'02-Dec-1996'      [    49.0489]    [    54.4291]
'03-Dec-1996'      [    18.8406]    [    36.6348]
'04-Dec-1996'      [    23.6475]    [    30.1412]
'05-Dec-1996'      [    21.8150]    [    25.9781]
'06-Dec-1996'      [    25.7840]    [    25.8810]
'09-Dec-1996'      [    46.7673]    [    36.3242]
'10-Dec-1996'      [    63.8407]    [    50.0824]
'11-Dec-1996'      [    52.5210]    [    51.3017]
'12-Dec-1996'      [    15.0060]    [    33.1539]
'13-Dec-1996'      [    17.0960]    [    25.1249]
'16-Dec-1996'      [     9.7718]    [    17.4484]
'17-Dec-1996'      [    41.0462]    [    29.2473]
'18-Dec-1996'      [    53.8462]    [    41.5467]
'19-Dec-1996'      [    71.8154]    [    56.6810]
'20-Dec-1996'      [    71.8154]    [    64.2482]
'23-Dec-1996'      [    66.7077]    [    65.4780]
'24-Dec-1996'      [    53.8462]    [    59.6621]
'25-Dec-1996'      [        NaN]    [        NaN]
'26-Dec-1996'      [    51.3231]    [    55.4926]
'27-Dec-1996'      [    48.7385]    [    52.1155]
'30-Dec-1996'      [    16.6667]    [    34.3911]
'31-Dec-1996'      [     8.5734]    [    21.4822]
'01-Jan-1997'      [        NaN]    [        NaN]
'02-Jan-1997'      [     8.9156]    [    15.1989]
'03-Jan-1997'      [    44.4267]    [    29.8128]
'06-Jan-1997'      [    40.9165]    [    35.3647]
'07-Jan-1997'      [    39.5089]    [    37.4368]
'08-Jan-1997'      [    20.9263]    [    29.1816]
'09-Jan-1997'      [    13.9509]    [    21.5662]
'10-Jan-1997'      [    28.5714]    [    25.0688]
'13-Jan-1997'      [    39.4182]    [    32.2435]
'14-Jan-1997'      [    82.0908]    [    57.1672]
'15-Jan-1997'      [    78.5775]    [    67.8724]
'16-Jan-1997'      [    74.0444]    [    70.9584]
'17-Jan-1997'      [    96.6400]    [    83.7992]
'20-Jan-1997'      [    91.6667]    [    87.7329]
'21-Jan-1997'      [         75]    [    81.3665]
'22-Jan-1997'      [    97.2000]    [    89.2832]
'23-Jan-1997'      [    76.1714]    [    82.7273]
'24-Jan-1997'      [         90]    [    86.3637]
'27-Jan-1997'      [    93.5709]    [    89.9673]
'28-Jan-1997'      [    66.6353]    [    78.3013]
'29-Jan-1997'      [    83.9731]    [    81.1372]
'30-Jan-1997'      [    59.5712]    [    70.3542]
'31-Jan-1997'      [    65.9215]    [    68.1378]
'03-Feb-1997'      [    65.9215]    [    67.0297]
'04-Feb-1997'      [    61.3413]    [    64.1855]
'05-Feb-1997'      [    61.8857]    [    63.0356]
'06-Feb-1997'      [    85.7143]    [    74.3749]
'07-Feb-1997'      [    92.1036]    [    83.2393]
'10-Feb-1997'      [    72.4655]    [    77.8524]
'11-Feb-1997'      [    59.9880]    [    68.9202]
'12-Feb-1997'      [    92.5015]    [    80.7108]
'13-Feb-1997'      [    78.1850]    [    79.4479]
'14-Feb-1997'      [    84.4849]    [    81.9664]
'17-Feb-1997'      [        NaN]    [        NaN]
'18-Feb-1997'      [    75.4105]    [    78.6885]
'19-Feb-1997'      [         50]    [    64.3442]
'20-Feb-1997'      [    10.0180]    [    37.1811]
'21-Feb-1997'      [    18.4343]    [    27.8077]
'24-Feb-1997'      [    23.6742]    [    25.7410]
'25-Feb-1997'      [    34.2172]    [    29.9791]
'26-Feb-1997'      [    34.7939]    [    32.3865]
'27-Feb-1997'      [    41.3146]    [    36.8505]
'28-Feb-1997'      [    16.6667]    [    26.7586]
'03-Mar-1997'      [    11.8857]    [    19.3222]
'04-Mar-1997'      [     5.2432]    [    12.2827]
'05-Mar-1997'      [    34.1335]    [    23.2081]
'06-Mar-1997'      [    65.8665]    [    44.5373]
'07-Mar-1997'      [    82.9040]    [    63.7206]
'10-Mar-1997'      [    95.2000]    [    79.4603]
'11-Mar-1997'      [    91.4709]    [    85.4656]
'12-Mar-1997'      [    61.6956]    [    73.5806]
'13-Mar-1997'      [    25.5363]    [    49.5584]
'14-Mar-1997'      [    51.0725]    [    50.3155]
'17-Mar-1997'      [    72.3187]    [    61.3171]
'18-Mar-1997'      [    63.8407]    [    62.5789]
'19-Mar-1997'      [    39.9863]    [    51.2826]
'20-Mar-1997'      [    28.5322]    [    39.9074]
'21-Mar-1997'      [    17.1468]    [    28.5271]
'24-Mar-1997'      [    39.9863]    [    34.2567]
'25-Mar-1997'      [         40]    [    37.1283]
'26-Mar-1997'      [    61.4958]    [    49.3121]
'27-Mar-1997'      [    53.8319]    [    51.5720]
'28-Mar-1997'      [        NaN]    [        NaN]
'31-Mar-1997'      [    14.7495]    [    33.1607]
'01-Apr-1997'      [    29.7210]    [    31.4409]
'02-Apr-1997'      [    29.7210]    [    30.5809]
'03-Apr-1997'      [    35.1071]    [    32.8440]
'04-Apr-1997'      [    59.4419]    [    46.1430]
'07-Apr-1997'      [    59.4419]    [    52.7924]
'08-Apr-1997'      [    62.1674]    [    57.4799]
'09-Apr-1997'      [    59.4419]    [    58.4609]
'10-Apr-1997'      [    72.7273]    [    65.5941]
'11-Apr-1997'      [    33.3091]    [    49.4516]
'14-Apr-1997'      [    15.7828]    [    32.6172]
'15-Apr-1997'      [    73.6742]    [    53.1457]
'16-Apr-1997'      [        100]    [    76.5729]
'17-Apr-1997'      [    89.6000]    [    83.0864]
'18-Apr-1997'      [    96.1974]    [    89.6419]
'21-Apr-1997'      [    86.6800]    [    88.1610]
'22-Apr-1997'      [    92.6253]    [    90.3931]
'23-Apr-1997'      [    94.5850]    [    92.4890]
'24-Apr-1997'      [    82.8860]    [    87.6875]
'25-Apr-1997'      [    73.6975]    [    80.6925]
'28-Apr-1997'      [    73.9130]    [    77.3028]
'29-Apr-1997'      [    98.3600]    [    87.8314]
'30-Apr-1997'      [    89.6566]    [    88.7440]
'01-May-1997'      [    78.5684]    [    83.6562]
'02-May-1997'      [    66.0106]    [    74.8334]
'05-May-1997'      [    93.8786]    [    84.3560]
'06-May-1997'      [    95.3683]    [    89.8621]
'07-May-1997'      [    62.7790]    [    76.3206]
'08-May-1997'      [    76.7299]    [    76.5252]
'09-May-1997'      [    95.2571]    [    85.8912]
'12-May-1997'      [    90.9250]    [    88.4081]
'13-May-1997'      [    72.0982]    [    80.2531]
'14-May-1997'      [    72.0982]    [    76.1757]
'15-May-1997'      [    58.1473]    [    67.1615]
'16-May-1997'      [    20.9263]    [    44.0439]
'19-May-1997'      [    65.1228]    [    54.5833]
'20-May-1997'      [    69.7545]    [    62.1689]
'21-May-1997'      [    44.1964]    [    53.1827]
'22-May-1997'      [    31.4129]    [    42.2978]
'23-May-1997'      [    57.1331]    [    49.7154]
'26-May-1997'      [        NaN]    [        NaN]
'27-May-1997'      [    77.4593]    [    63.5874]
'28-May-1997'      [    92.5333]    [    78.0604]
'29-May-1997'      [    62.9333]    [    70.4968]
'30-May-1997'      [    43.7781]    [    57.1375]
'02-Jun-1997'      [    18.7406]    [    37.9391]
'03-Jun-1997'      [    12.5187]    [    25.2289]
'04-Jun-1997'      [          0]    [    12.6144]
'05-Jun-1997'      [    20.6069]    [    16.6107]
'06-Jun-1997'      [    35.2858]    [    25.9482]
'09-Jun-1997'      [    26.4644]    [    26.2063]
'10-Jun-1997'      [    47.0713]    [    36.6388]
'11-Jun-1997'      [    36.3636]    [    36.5012]
'12-Jun-1997'      [    69.9880]    [    53.2446]
'13-Jun-1997'      [    87.8545]    [    70.5496]
'16-Jun-1997'      [    96.9455]    [    83.7475]
'17-Jun-1997'      [    91.6667]    [    87.7071]
'18-Jun-1997'      [    58.3333]    [    73.0202]
'19-Jun-1997'      [    76.4996]    [    74.7599]
'20-Jun-1997'      [    39.3316]    [    57.0458]
'23-Jun-1997'      [     3.2508]    [    30.1483]
'24-Jun-1997'      [    51.6254]    [    40.8868]
'25-Jun-1997'      [    38.6997]    [    39.7933]
'26-Jun-1997'      [    27.4768]    [    33.6350]
'27-Jun-1997'      [     1.4000]    [    17.5175]
'30-Jun-1997'      [    26.6667]    [    22.0921]
'01-Jul-1997'      [    11.9979]    [    17.0450]
'02-Jul-1997'      [     6.0935]    [    11.5692]
'03-Jul-1997'      [    11.7164]    [    11.6428]
'04-Jul-1997'      [        NaN]    [        NaN]
'07-Jul-1997'      [    11.5641]    [    11.6035]
'08-Jul-1997'      [    37.0645]    [    24.3340]
'09-Jul-1997'      [    27.8381]    [    26.0860]
'10-Jul-1997'      [    26.3525]    [    26.2193]
'11-Jul-1997'      [    25.5580]    [    25.8887]
'14-Jul-1997'      [    49.3598]    [    37.6242]
'15-Jul-1997'      [    83.5951]    [    60.6097]
'16-Jul-1997'      [    85.9364]    [    73.2731]
'17-Jul-1997'      [    60.5815]    [    66.9273]
'18-Jul-1997'      [    18.3232]    [    42.6252]
'21-Jul-1997'      [    24.2089]    [    33.4170]
'22-Jul-1997'      [    67.0359]    [    50.2265]
'23-Jul-1997'      [    70.9494]    [    60.5879]
'24-Jul-1997'      [    94.6336]    [    77.6108]
'25-Jul-1997'      [    89.2157]    [    83.4132]
'28-Jul-1997'      [    96.9000]    [    90.1566]
'29-Jul-1997'      [    95.2467]    [    92.7017]
'30-Jul-1997'      [    95.8048]    [    94.2532]
'31-Jul-1997'      [    88.9143]    [    91.5838]
'01-Aug-1997'      [    85.7143]    [    88.6490]
'04-Aug-1997'      [    88.3504]    [    88.4997]
'05-Aug-1997'      [    66.2811]    [    77.3904]
'06-Aug-1997'      [    83.1695]    [    80.2799]
'07-Aug-1997'      [    25.4799]    [    52.8799]
'08-Aug-1997'      [    29.8231]    [    41.3515]
'11-Aug-1997'      [    49.2614]    [    45.3065]
'12-Aug-1997'      [    18.4638]    [    31.8851]
'13-Aug-1997'      [    37.6479]    [    34.7665]
'14-Aug-1997'      [    37.5094]    [    36.1379]
'15-Aug-1997'      [     2.5846]    [    19.3613]
'18-Aug-1997'      [         50]    [    34.6806]
'19-Aug-1997'      [    70.2857]    [    52.4832]
'20-Aug-1997'      [    83.3714]    [    67.9273]
'21-Aug-1997'      [    62.1920]    [    65.0596]
'22-Aug-1997'      [    45.9792]    [    55.5194]
'25-Aug-1997'      [         50]    [    52.7597]
'26-Aug-1997'      [    32.4254]    [    42.5926]
'27-Aug-1997'      [    54.0856]    [    48.3391]
'28-Aug-1997'      [    37.8729]    [    43.1060]
'29-Aug-1997'      [    17.5746]    [    30.3403]
'01-Sep-1997'      [        NaN]    [        NaN]
'02-Sep-1997'      [    57.3564]    [    43.8483]
'03-Sep-1997'      [    75.8478]    [    59.8481]
'04-Sep-1997'      [    26.4493]    [    43.1487]
'05-Sep-1997'      [    41.5761]    [    42.3624]
'08-Sep-1997'      [    32.0652]    [    37.2138]
'09-Sep-1997'      [    50.9964]    [    44.1051]
'10-Sep-1997'      [    28.3514]    [    36.2283]
'11-Sep-1997'      [    23.0607]    [    29.6445]
'12-Sep-1997'      [    47.2296]    [    38.4370]
'15-Sep-1997'      [    48.3377]    [    43.3874]
'16-Sep-1997'      [    81.3193]    [    62.3533]
'17-Sep-1997'      [    76.3552]    [    69.3543]
'18-Sep-1997'      [    83.8926]    [    76.6234]
'19-Sep-1997'      [    94.6309]    [    85.6272]
'22-Sep-1997'      [    88.1776]    [    86.9024]
'23-Sep-1997'      [    78.4719]    [    82.6871]
'24-Sep-1997'      [    73.1027]    [    77.8949]
'25-Sep-1997'      [    85.7339]    [    81.8144]
'26-Sep-1997'      [    78.5775]    [    80.1960]
'29-Sep-1997'      [    72.4338]    [    76.3149]
'30-Sep-1997'      [    77.9496]    [    77.1322]
'01-Oct-1997'      [    91.8884]    [    84.5103]
'02-Oct-1997'      [    97.8376]    [    91.1739]
'03-Oct-1997'      [    80.9996]    [    86.0868]
'06-Oct-1997'      [    62.8322]    [    74.4595]
'07-Oct-1997'      [    91.7493]    [    83.1044]
'08-Oct-1997'      [    76.0413]    [    79.5728]
'09-Oct-1997'      [    75.7290]    [    77.6509]
'10-Oct-1997'      [    68.2369]    [    72.9439]
'13-Oct-1997'      [    80.4057]    [    76.6748]
'14-Oct-1997'      [    92.8218]    [    84.7483]
'15-Oct-1997'      [    83.1176]    [    83.9329]
'16-Oct-1997'      [    43.2464]    [    63.5897]
'17-Oct-1997'      [    20.2123]    [    41.9010]
'20-Oct-1997'      [    34.6101]    [    38.2555]
'21-Oct-1997'      [    36.5482]    [    37.4019]
'22-Oct-1997'      [    26.9497]    [    32.1758]
'23-Oct-1997'      [    15.4130]    [    23.7944]
'24-Oct-1997'      [    16.3359]    [    20.0652]
'27-Oct-1997'      [          0]    [    10.0326]
'28-Oct-1997'      [    57.0827]    [    33.5576]
'29-Oct-1997'      [    67.5517]    [    50.5547]
'30-Oct-1997'      [    56.9563]    [    53.7555]
'31-Oct-1997'      [    74.6659]    [    64.2107]
'03-Nov-1997'      [        100]    [    82.1053]
'04-Nov-1997'      [    99.4431]    [    90.7742]
'05-Nov-1997'      [    89.4988]    [    90.1365]
'06-Nov-1997'      [    96.8088]    [    93.4726]
'07-Nov-1997'      [    90.4968]    [    91.9847]
'10-Nov-1997'      [    83.4893]    [    87.7370]
'11-Nov-1997'      [    78.5775]    [    83.1573]
'12-Nov-1997'      [    36.6324]    [    59.8948]
'13-Nov-1997'      [    51.5996]    [    55.7472]
'14-Nov-1997'      [    81.6768]    [    68.7120]
'17-Nov-1997'      [    88.7842]    [    78.7481]
'18-Nov-1997'      [    85.3477]    [    82.0479]
'19-Nov-1997'      [        100]    [    91.0239]
'20-Nov-1997'      [    89.0329]    [    90.0284]
'21-Nov-1997'      [        100]    [    95.0142]
'24-Nov-1997'      [    90.3723]    [    92.6932]
'25-Nov-1997'      [    90.3723]    [    91.5328]
'26-Nov-1997'      [    92.4235]    [    91.9781]
'27-Nov-1997'      [        NaN]    [        NaN]
'28-Nov-1997'      [    94.2565]    [    93.1173]
'01-Dec-1997'      [    96.9376]    [    95.0274]
'02-Dec-1997'      [    83.9523]    [    89.4899]
'03-Dec-1997'      [    63.0093]    [    76.2496]
'04-Dec-1997'      [    36.9650]    [    56.6073]
'05-Dec-1997'      [    26.7299]    [    41.6686]
'08-Dec-1997'      [    29.6209]    [    35.6447]
'09-Dec-1997'      [    26.6100]    [    31.1273]
'10-Dec-1997'      [    16.4642]    [    23.7957]
'11-Dec-1997'      [    12.7681]    [    18.2819]
'12-Dec-1997'      [    26.5577]    [    22.4198]
'15-Dec-1997'      [    89.0237]    [    55.7218]
'16-Dec-1997'      [    74.9714]    [    65.3466]
'17-Dec-1997'      [    90.4571]    [    77.9019]
'18-Dec-1997'      [    91.3361]    [    84.6190]
'19-Dec-1997'      [    65.2401]    [    74.9295]
'22-Dec-1997'      [    90.3984]    [    82.6640]
'23-Dec-1997'      [    84.4755]    [    83.5697]
'24-Dec-1997'      [    45.6410]    [    64.6054]
'25-Dec-1997'      [        NaN]    [        NaN]
'26-Dec-1997'      [    34.5714]    [    49.5884]
'29-Dec-1997'      [    71.4286]    [    60.5085]
'30-Dec-1997'      [    82.1337]    [    71.3211]
'31-Dec-1997'      [    82.1337]    [    76.7274]
'01-Jan-1998'      [        NaN]    [        NaN]
'02-Jan-1998'      [    88.4721]    [    82.5998]
'05-Jan-1998'      [    67.4078]    [    75.0038]
'06-Jan-1998'      [    61.0915]    [    68.0476]
'07-Jan-1998'      [    61.6956]    [    64.8716]
'08-Jan-1998'      [    47.9060]    [    56.3888]
'09-Jan-1998'      [     9.5429]    [    32.9658]
'12-Jan-1998'      [    12.1503]    [    22.5581]
'13-Jan-1998'      [    20.0000]    [    21.2790]
'14-Jan-1998'      [    40.8768]    [    31.0779]
'15-Jan-1998'      [    29.5616]    [    30.3198]
'16-Jan-1998'      [    35.6576]    [    32.9887]
'19-Jan-1998'      [        NaN]    [        NaN]
'20-Jan-1998'      [    93.9379]    [    63.4633]
'21-Jan-1998'      [    85.8390]    [    74.6511]
'22-Jan-1998'      [    47.4782]    [    61.0647]
'23-Jan-1998'      [    81.8138]    [    71.4392]
'26-Jan-1998'      [    60.4000]    [    65.9196]
'27-Jan-1998'      [    86.1715]    [    76.0456]
'28-Jan-1998'      [    85.4975]    [    80.7715]
'29-Jan-1998'      [    83.8171]    [    82.2943]
'30-Jan-1998'      [    87.5653]    [    84.9298]
'02-Feb-1998'      [    96.6149]    [    90.7723]
'03-Feb-1998'      [    90.3316]    [    90.5520]
'04-Feb-1998'      [    92.7429]    [    91.6474]
'05-Feb-1998'      [    91.5453]    [    91.5963]
'06-Feb-1998'      [    93.4545]    [    92.5254]
'09-Feb-1998'      [    81.9754]    [    87.2504]
'10-Feb-1998'      [    81.6357]    [    84.4430]
'11-Feb-1998'      [        100]    [    92.2215]
'12-Feb-1998'      [    87.4591]    [    89.8403]
'13-Feb-1998'      [    96.3700]    [    93.1052]
'16-Feb-1998'      [        NaN]    [        NaN]
'17-Feb-1998'      [        100]    [    96.5526]
'18-Feb-1998'      [    95.7148]    [    96.1337]
'19-Feb-1998'      [    85.4333]    [    90.7835]
'20-Feb-1998'      [    87.5000]    [    89.1418]
'23-Feb-1998'      [    81.7710]    [    85.4564]
'24-Feb-1998'      [    48.7697]    [    67.1130]
'25-Feb-1998'      [    34.5264]    [    50.8197]
'26-Feb-1998'      [    14.8444]    [    32.8321]
'27-Feb-1998'      [    43.5556]    [    38.1938]
'02-Mar-1998'      [     5.5556]    [    21.8747]
'03-Mar-1998'      [    14.8444]    [    18.3596]
'04-Mar-1998'      [    19.7722]    [    19.0659]
'05-Mar-1998'      [     4.5294]    [    11.7976]
'06-Mar-1998'      [     8.4622]    [    10.1299]
'09-Mar-1998'      [    12.1635]    [    11.1467]
'10-Mar-1998'      [    14.9660]    [    13.0563]
'11-Mar-1998'      [     5.3091]    [     9.1827]
'12-Mar-1998'      [    18.9455]    [    14.0641]
'13-Mar-1998'      [    21.4597]    [    17.7619]
'16-Mar-1998'      [    83.1749]    [    50.4684]
'17-Mar-1998'      [    58.8800]    [    54.6742]
'18-Mar-1998'      [    52.2133]    [    53.4438]
'19-Mar-1998'      [    34.4533]    [    43.9486]
'20-Mar-1998'      [    46.6667]    [    45.3076]
'23-Mar-1998'      [     3.4340]    [    24.3708]
'24-Mar-1998'      [    57.7576]    [    41.0642]
'25-Mar-1998'      [    56.8887]    [    48.9764]
'26-Mar-1998'      [    68.1010]    [    58.5387]
'27-Mar-1998'      [    62.0604]    [    60.2996]
'30-Mar-1998'      [    46.9000]    [    53.5998]
'31-Mar-1998'      [    73.5245]    [    63.5622]
'01-Apr-1998'      [    59.7352]    [    61.6487]
'02-Apr-1998'      [    98.9821]    [    80.3154]
'03-Apr-1998'      [        100]    [    90.1577]
'06-Apr-1998'      [    57.1298]    [    73.6437]
'07-Apr-1998'      [    46.9770]    [    60.3104]
'08-Apr-1998'      [    33.0134]    [    46.6619]
'09-Apr-1998'      [    65.9789]    [    56.3204]
'10-Apr-1998'      [        NaN]    [        NaN]
'13-Apr-1998'      [    84.9808]    [    70.6506]
'14-Apr-1998'      [    99.2422]    [    84.9464]
'15-Apr-1998'      [    86.6560]    [    85.8012]
'16-Apr-1998'      [    69.1650]    [    77.4831]
'17-Apr-1998'      [    84.2538]    [    80.8684]
'20-Apr-1998'      [    95.0824]    [    87.9754]
'21-Apr-1998'      [    98.3467]    [    93.1611]
'22-Apr-1998'      [        100]    [    96.5805]
'23-Apr-1998'      [    78.9212]    [    87.7509]
'24-Apr-1998'      [    70.5571]    [    79.1540]
'27-Apr-1998'      [    58.5302]    [    68.8421]
'28-Apr-1998'      [    74.2220]    [    71.5320]
'29-Apr-1998'      [    76.5654]    [    74.0487]
'30-Apr-1998'      [    80.8586]    [    77.4537]
'01-May-1998'      [    86.3396]    [    81.8966]
'04-May-1998'      [    90.9838]    [    86.4402]
'05-May-1998'      [    86.6872]    [    86.5637]
'06-May-1998'      [    54.1091]    [    70.3364]
'07-May-1998'      [     2.6383]    [    36.4873]
'08-May-1998'      [     6.5677]    [    21.5275]
'11-May-1998'      [    21.0609]    [    21.2942]
'12-May-1998'      [     0.6544]    [    10.9743]
'13-May-1998'      [     4.8280]    [     7.9012]
'14-May-1998'      [     4.3802]    [     6.1407]
'15-May-1998'      [     0.3537]    [     3.2472]
'18-May-1998'      [     3.3440]    [     3.2956]
'19-May-1998'      [    10.7131]    [     7.0043]
'20-May-1998'      [    45.6313]    [    26.3178]
'21-May-1998'      [    56.4115]    [    41.3647]
'22-May-1998'      [    59.4881]    [    50.4264]
'25-May-1998'      [        NaN]    [        NaN]
'26-May-1998'      [    25.4473]    [    37.9368]
'27-May-1998'      [    63.1541]    [    50.5455]
'28-May-1998'      [    56.1061]    [    53.3258]
'29-May-1998'      [    54.4674]    [    53.8966]
'01-Jun-1998'      [    10.4120]    [    32.1543]
'02-Jun-1998'      [     7.8047]    [    19.9795]
'03-Jun-1998'      [     6.5158]    [    13.2476]
'04-Jun-1998'      [    17.2652]    [    15.2564]
'05-Jun-1998'      [    76.2431]    [    45.7498]
'08-Jun-1998'      [    89.9171]    [    67.8334]
'09-Jun-1998'      [        100]    [    83.9167]
'10-Jun-1998'      [    88.1806]    [    86.0487]
'11-Jun-1998'      [    69.8839]    [    77.9663]
'12-Jun-1998'      [    60.2065]    [    69.0864]
'15-Jun-1998'      [    35.4839]    [    52.2851]
'16-Jun-1998'      [    41.3935]    [    46.8393]
'17-Jun-1998'      [    53.7548]    [    50.2971]
'18-Jun-1998'      [     0.7743]    [    25.5357]
'19-Jun-1998'      [     5.3617]    [    15.4487]
'22-Jun-1998'      [    27.9874]    [    21.7180]
'23-Jun-1998'      [    34.5645]    [    28.1413]
'24-Jun-1998'      [    57.4737]    [    42.8075]
'25-Jun-1998'      [    66.6750]    [    54.7412]
'26-Jun-1998'      [    51.0595]    [    52.9004]
'29-Jun-1998'      [    73.9341]    [    63.4172]
'30-Jun-1998'      [     4.7996]    [    34.1084]
'01-Jul-1998'      [    17.6275]    [    25.8680]
'02-Jul-1998'      [    20.5340]    [    23.2010]
'03-Jul-1998'      [        NaN]    [        NaN]
'06-Jul-1998'      [    10.9503]    [    17.0757]
'07-Jul-1998'      [    19.1713]    [    18.1235]
'08-Jul-1998'      [    38.3427]    [    28.2331]
'09-Jul-1998'      [    69.2179]    [    48.7255]
'10-Jul-1998'      [    89.4722]    [    69.0988]
'13-Jul-1998'      [    95.9351]    [    82.5170]
'14-Jul-1998'      [    92.9405]    [    87.7287]
'15-Jul-1998'      [    82.5488]    [    85.1388]
'16-Jul-1998'      [    81.3953]    [    83.2671]
'17-Jul-1998'      [    82.5488]    [    82.9080]
'20-Jul-1998'      [    64.8594]    [    73.8837]
'21-Jul-1998'      [    46.5150]    [    60.1994]
'22-Jul-1998'      [    24.6261]    [    42.4128]
'23-Jul-1998'      [     5.7964]    [    24.1046]
'24-Jul-1998'      [    18.8500]    [    21.4773]
'27-Jul-1998'      [    14.4911]    [    17.9842]
'28-Jul-1998'      [     5.9429]    [    11.9635]
'29-Jul-1998'      [     6.6567]    [     9.3101]
'30-Jul-1998'      [    22.8348]    [    16.0724]
'31-Jul-1998'      [     7.6174]    [    11.8449]
'03-Aug-1998'      [    15.0778]    [    13.4614]
'04-Aug-1998'      [     1.2000]    [     7.3307]
'05-Aug-1998'      [    23.3422]    [    15.3365]
'06-Aug-1998'      [    22.3789]    [    18.8577]
'07-Aug-1998'      [    25.3493]    [    22.1035]
'10-Aug-1998'      [    14.4911]    [    18.2973]
'11-Aug-1998'      [    15.9323]    [    17.1148]
'12-Aug-1998'      [    24.6184]    [    20.8666]
'13-Aug-1998'      [     9.2319]    [    15.0493]
'14-Aug-1998'      [    12.6968]    [    13.8730]
'17-Aug-1998'      [    26.1629]    [    20.0180]
'18-Aug-1998'      [    80.8373]    [    50.4276]
'19-Aug-1998'      [    69.5652]    [    59.9964]
'20-Aug-1998'      [    90.9091]    [    75.4528]
'21-Aug-1998'      [    77.2727]    [    76.3627]
'24-Aug-1998'      [    79.9858]    [    78.1743]
'25-Aug-1998'      [    82.4586]    [    80.3164]
'26-Aug-1998'      [    52.6242]    [    66.4703]
'27-Aug-1998'      [    21.6533]    [    44.0618]
'28-Aug-1998'      [    12.1514]    [    28.1066]
'31-Aug-1998'      [    16.5516]    [    22.3291]
'01-Sep-1998'      [    50.3568]    [    36.3429]
'02-Sep-1998'      [    44.6017]    [    40.4723]
'03-Sep-1998'      [    26.6229]    [    33.5476]
'04-Sep-1998'      [    25.8978]    [    29.7227]
'07-Sep-1998'      [        NaN]    [        NaN]
'08-Sep-1998'      [    40.9836]    [    35.3532]
'09-Sep-1998'      [    27.8923]    [    31.6227]
'10-Sep-1998'      [    18.0936]    [    24.8582]
'11-Sep-1998'      [     1.0286]    [    12.9434]
'14-Sep-1998'      [     7.0375]    [     9.9904]
'15-Sep-1998'      [    20.3125]    [    15.1515]
'16-Sep-1998'      [    29.7006]    [    22.4260]
'17-Sep-1998'      [    28.7185]    [    25.5723]
'18-Sep-1998'      [    26.7385]    [    26.1554]
'21-Sep-1998'      [    19.8004]    [    22.9779]
'22-Sep-1998'      [    25.3084]    [    24.1431]
'23-Sep-1998'      [    72.3111]    [    48.2271]
'24-Sep-1998'      [    49.2247]    [    48.7259]
'25-Sep-1998'      [    53.8462]    [    51.2860]
'28-Sep-1998'      [    62.1540]    [    56.7200]
'29-Sep-1998'      [         50]    [    53.3600]
'30-Sep-1998'      [    22.2222]    [    37.7911]
'01-Oct-1998'      [    16.6857]    [    27.2384]
'02-Oct-1998'      [    28.5714]    [    27.9049]
'05-Oct-1998'      [    21.4476]    [    24.6763]
'06-Oct-1998'      [    33.3333]    [    29.0048]
'07-Oct-1998'      [    16.6857]    [    22.8453]
'08-Oct-1998'      [    22.2194]    [    22.5323]
'09-Oct-1998'      [    29.2395]    [    25.8859]
'12-Oct-1998'      [    52.3013]    [    39.0936]
'13-Oct-1998'      [    81.3449]    [    60.2192]
'14-Oct-1998'      [    53.5714]    [    56.8953]
'15-Oct-1998'      [    96.4286]    [    76.6620]
'16-Oct-1998'      [    85.7143]    [    81.1881]
'19-Oct-1998'      [        100]    [    90.5941]
'20-Oct-1998'      [    91.2600]    [    90.9270]
'21-Oct-1998'      [    96.4381]    [    93.6826]
'22-Oct-1998'      [        100]    [    96.8413]
'23-Oct-1998'      [    93.4418]    [    95.1415]
'26-Oct-1998'      [    98.3736]    [    96.7575]
'27-Oct-1998'      [    68.8615]    [    82.8095]
'28-Oct-1998'      [    59.0241]    [    70.9168]
'29-Oct-1998'      [    52.1739]    [    61.5454]
'30-Oct-1998'      [    63.0609]    [    62.3031]
'02-Nov-1998'      [    90.7556]    [    76.5293]
'03-Nov-1998'      [    95.3250]    [    85.9272]
'04-Nov-1998'      [    63.8889]    [    74.9080]
'05-Nov-1998'      [    98.6222]    [    86.7651]
'06-Nov-1998'      [    92.3077]    [    89.5364]
'09-Nov-1998'      [    78.2154]    [    83.8759]
'10-Nov-1998'      [    64.1026]    [    73.9892]
'11-Nov-1998'      [    61.1111]    [    67.5502]
'12-Nov-1998'      [    49.2368]    [    58.3935]
'13-Nov-1998'      [    52.9338]    [    55.6636]
'16-Nov-1998'      [    41.8683]    [    48.7660]
'17-Nov-1998'      [    41.8683]    [    45.3171]
'18-Nov-1998'      [    39.5236]    [    42.4204]
'19-Nov-1998'      [     7.5200]    [    24.9702]
'20-Nov-1998'      [         15]    [    19.9851]
'23-Nov-1998'      [    81.4573]    [    50.7212]
'24-Nov-1998'      [    61.3818]    [    56.0515]
'25-Nov-1998'      [        100]    [    78.0258]
'26-Nov-1998'      [        NaN]    [        NaN]
'27-Nov-1998'      [    93.7500]    [    85.8879]
'30-Nov-1998'      [    81.2600]    [    83.5739]
'01-Dec-1998'      [    67.5000]    [    75.5370]
'02-Dec-1998'      [    61.2600]    [    68.3985]
'03-Dec-1998'      [    55.0000]    [    61.6992]
'04-Dec-1998'      [    61.1111]    [    61.4052]
'07-Dec-1998'      [    44.8276]    [    53.1164]
'08-Dec-1998'      [    67.8571]    [    60.4868]
'09-Dec-1998'      [    93.8929]    [    77.1898]
'10-Dec-1998'      [    57.1522]    [    67.1710]
'11-Dec-1998'      [    42.8478]    [    55.0094]
'14-Dec-1998'      [    13.7931]    [    34.4013]
'15-Dec-1998'      [    17.2414]    [    25.8213]
'16-Dec-1998'      [    17.2414]    [    21.5313]
'17-Dec-1998'      [    20.6897]    [    21.1105]
'18-Dec-1998'      [    20.3417]    [    20.7261]
'21-Dec-1998'      [    25.4136]    [    23.0699]
'22-Dec-1998'      [          0]    [    11.5349]
'23-Dec-1998'      [    26.6667]    [    19.1008]
'24-Dec-1998'      [    22.7273]    [    20.9140]
'25-Dec-1998'      [        NaN]    [        NaN]
'28-Dec-1998'      [    18.1818]    [    19.5479]
'29-Dec-1998'      [    18.1818]    [    18.8649]
'30-Dec-1998'      [     4.2546]    [    11.5597]
'31-Dec-1998'      [    13.9840]    [    12.7719]
'01-Jan-1999'      [        NaN]    [        NaN]
'04-Jan-1999'      [     9.1041]    [    10.9380]
'05-Jan-1999'      [    75.0286]    [    42.9833]
'06-Jan-1999'      [    96.4571]    [    69.7202]
'07-Jan-1999'      [        100]    [    84.8601]
'08-Jan-1999'      [    92.9834]    [    88.9218]
'11-Jan-1999'      [         96]    [    92.4609]
'12-Jan-1999'      [    92.7103]    [    92.5856]
'13-Jan-1999'      [    72.8438]    [    82.7147]
'14-Jan-1999'      [    72.1869]    [    77.4508]
'15-Jan-1999'      [    71.5194]    [    74.4851]
'18-Jan-1999'      [        NaN]    [        NaN]
'19-Jan-1999'      [    75.5203]    [    75.0027]
'20-Jan-1999'      [    69.0608]    [    72.0317]
'21-Jan-1999'      [    40.0000]    [    56.0159]
'22-Jan-1999'      [    18.8800]    [    37.4479]
'25-Jan-1999'      [    20.0085]    [    28.7282]
'26-Jan-1999'      [    16.6815]    [    22.7049]
'27-Jan-1999'      [     5.4801]    [    14.0925]
'28-Jan-1999'      [    19.1059]    [    16.5992]
'29-Jan-1999'      [     7.3412]    [    11.9702]
'01-Feb-1999'      [    23.5294]    [    17.7498]
'02-Feb-1999'      [    16.1647]    [    16.9572]
'03-Feb-1999'      [    28.2911]    [    22.6242]
'04-Feb-1999'      [    16.2635]    [    19.4438]
'05-Feb-1999'      [    58.1317]    [    38.7878]
'08-Feb-1999'      [    48.8277]    [    43.8077]
'09-Feb-1999'      [    40.6000]    [    42.2039]
'10-Feb-1999'      [    66.6667]    [    54.4353]
'11-Feb-1999'      [    88.3885]    [    71.4119]
'12-Feb-1999'      [    95.4545]    [    83.4332]
'15-Feb-1999'      [        NaN]    [        NaN]
'16-Feb-1999'      [    68.7667]    [    76.0999]
'17-Feb-1999'      [    62.5000]    [    69.3000]
'18-Feb-1999'      [    44.1757]    [    56.7378]
'19-Feb-1999'      [    30.2196]    [    43.4787]
'22-Feb-1999'      [    58.1317]    [    50.8052]
'23-Feb-1999'      [    58.1317]    [    54.4685]
'24-Feb-1999'      [    57.1559]    [    55.8122]
'25-Feb-1999'      [         25]    [    40.4061]
'26-Feb-1999'      [    59.4000]    [    49.9031]
'01-Mar-1999'      [    40.6500]    [    45.2765]
'02-Mar-1999'      [     9.4000]    [    27.3383]
'03-Mar-1999'      [         25]    [    26.1691]
'04-Mar-1999'      [    59.4000]    [    42.7846]
'05-Mar-1999'      [    90.3459]    [    66.5652]
'08-Mar-1999'      [    90.4762]    [    78.5207]
'09-Mar-1999'      [    23.8095]    [    51.1651]
'10-Mar-1999'      [    16.6476]    [    33.9064]
'11-Mar-1999'      [    23.8095]    [    28.8579]
'12-Mar-1999'      [    76.1905]    [    52.5242]
'15-Mar-1999'      [    69.0286]    [    60.7764]
'16-Mar-1999'      [    36.5977]    [    48.6871]
'17-Mar-1999'      [    14.6313]    [    31.6592]
'18-Mar-1999'      [    51.2290]    [    41.4441]
'19-Mar-1999'      [    36.5977]    [    39.0209]
'22-Mar-1999'      [    10.2543]    [    24.6376]
'23-Mar-1999'      [         10]    [    17.3188]
'24-Mar-1999'      [    14.2966]    [    15.8077]
'25-Mar-1999'      [    19.0452]    [    17.4265]
'26-Mar-1999'      [     7.9482]    [    12.6873]
'29-Mar-1999'      [    11.4870]    [    12.0872]

```

## References

Achelis, Steven B., Technical Analysis from A to Z, Second printing, McGraw-Hill, 1995, pp. 268 - 271.