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# fpctkd

Fast stochastics

## Syntax

```[pctk, pctd] = fpctkd(highp, lowp, closep)
[pctk, pctd] = fpctkd([highp lowp closep])
[pctk, pctd] = fpctkd(highp, lowp, closep, kperiods, dperiods, dmamethod)
[pctk, pctd] = fpctkd([highp lowp closep], kperiods, dperiods,dmamethod)
pkdts = fpctkd(tsobj, kperiods, dperiods, dmamethod)
pkdts = fpctkd(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. ParameterName Valid parameter names are:HighName: high prices series nameLowName: low prices series nameCloseName: closing prices series name ParameterValue Parameter values are the strings that represent the valid parameter names.

## Description

fpctkd calculates the stochastic oscillator.

[pctk, pctd] = fpctkd(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).

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

[pctk, pctd] = fpctkd(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.

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

pkdts = fpctkd(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). pkdts is a financial time series object with similar dates to tsobj and two data series named PercentK and PercentD.

pkdts = fpctkd(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). 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_FastStoc = fpctkd(dis)
plot(dis_FastStoc)
title('Stochastic Oscillator for Disney')
```
```
dis_FastStoc =

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

'dates:  (782)'    'PercentK:  (782)'    'PercentD:  (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 Edition, McGraw-Hill, 1995, pp. 268–271.