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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.

See Also

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