X30
Tolga Omay
2022-09-20
## Loading required package: xts## Loading required package: zoo##
## Attaching package: 'zoo'## The following objects are masked from 'package:base':
##
## as.Date, as.Date.numeric## Loading required package: TTR## Warning: package 'TTR' was built under R version 4.0.5## Registered S3 method overwritten by 'quantmod':
## method from
## as.zoo.data.frame zoo
## ISCTR.IS.Close AKBNK.IS.Close GARAN.IS.Close YKBNK.IS.Close
## 2022-10-28 9.05 14.68 23.42 8.88
## 2022-10-31 9.32 14.62 23.50 9.21
## 2022-11-01 9.38 14.55 23.40 9.25
## 2022-11-02 8.97 14.45 23.48 8.92
## 2022-11-03 8.70 14.19 23.16 8.76
## 2022-11-04 8.95 14.57 23.60 9.27
## ARCLK.IS.Close AKSEN.IS.Close ASELS.IS.Close BIMAS.IS.Close
## 2022-10-28 73.65 40.40 31.80 132.8
## 2022-10-31 78.65 41.40 32.22 134.0
## 2022-11-01 77.55 44.36 33.34 138.4
## 2022-11-02 77.25 45.66 35.88 140.8
## 2022-11-03 79.80 45.10 34.50 139.9
## 2022-11-04 81.05 47.00 35.12 143.9
## EKGYO.IS.Close EREGL.IS.Close FROTO.IS.Close GUBRF.IS.Close
## 2022-10-28 4.42 29.64 356.9 142.9
## 2022-10-31 4.41 29.70 363.0 145.5
## 2022-11-01 4.51 29.68 367.8 145.7
## 2022-11-02 4.54 30.62 372.0 143.5
## 2022-11-03 4.53 30.28 354.2 147.8
## 2022-11-04 4.60 33.30 360.0 147.2
## HEKTS.IS.Close KCHOL.IS.Close KOZAA.IS.Close
## 2022-10-28 27.92 54.50 30.72
## 2022-10-31 28.64 55.60 31.88
## 2022-11-01 29.50 56.35 32.12
## 2022-11-02 28.82 56.70 32.90
## 2022-11-03 29.08 57.55 33.54
## 2022-11-04 29.50 59.85 33.56## Index ISCTR.IS.Close AKBNK.IS.Close GARAN.IS.Close
## Min. :2020-01-07 Min. : 2.048 Min. : 4.690 Min. : 6.470
## 1st Qu.:2020-09-22 1st Qu.: 2.327 1st Qu.: 5.412 1st Qu.: 8.160
## Median :2021-06-05 Median : 2.795 Median : 6.320 Median : 9.545
## Mean :2021-06-06 Mean : 3.472 Mean : 7.052 Mean :11.040
## 3rd Qu.:2022-02-17 3rd Qu.: 3.764 3rd Qu.: 7.957 3rd Qu.:11.990
## Max. :2022-11-04 Max. :12.550 Max. :17.510 Max. :29.560
##
## YKBNK.IS.Close ARCLK.IS.Close AKSEN.IS.Close ASELS.IS.Close
## Min. :1.760 Min. :12.53 Min. : 1.520 Min. :10.39
## 1st Qu.:2.250 1st Qu.:23.23 1st Qu.: 2.938 1st Qu.:15.18
## Median :2.770 Median :32.86 Median : 6.155 Median :17.43
## Mean :3.363 Mean :39.46 Mean :10.045 Mean :18.91
## 3rd Qu.:3.975 3rd Qu.:54.75 3rd Qu.:12.330 3rd Qu.:22.48
## Max. :9.730 Max. :83.70 Max. :47.000 Max. :35.88
##
## BIMAS.IS.Close EKGYO.IS.Close EREGL.IS.Close FROTO.IS.Close
## Min. : 45.52 Min. :1.070 Min. : 7.37 Min. : 77.15
## 1st Qu.: 64.05 1st Qu.:1.820 1st Qu.: 9.46 1st Qu.:162.30
## Median : 69.47 Median :2.060 Median :18.00 Median :188.60
## Mean : 73.04 Mean :2.244 Mean :18.95 Mean :212.69
## 3rd Qu.: 76.38 3rd Qu.:2.467 3rd Qu.:28.18 3rd Qu.:281.30
## Max. :143.90 Max. :5.350 Max. :36.50 Max. :375.70
## NA's :145
## GUBRF.IS.Close HEKTS.IS.Close KCHOL.IS.Close KOZAA.IS.Close
## Min. : 8.36 Min. : 0.4260 Min. :12.99 Min. : 7.67
## 1st Qu.: 29.85 1st Qu.: 0.7364 1st Qu.:18.00 1st Qu.:13.16
## Median : 62.00 Median : 2.2444 Median :21.46 Median :15.53
## Mean : 59.73 Mean : 3.9220 Mean :25.85 Mean :18.05
## 3rd Qu.: 79.20 3rd Qu.: 4.1900 3rd Qu.:33.43 3rd Qu.:22.73
## Max. :147.80 Max. :30.3000 Max. :59.85 Max. :34.70
## 
## KOZAL.IS.Close PETKM.IS.Close PGSUS.IS.Close SASA.IS.Close
## 2022-10-28 190.7 13.32 316.8 109.3
## 2022-10-31 194.3 13.44 320.2 120.2
## 2022-11-01 200.6 13.61 328.4 131.5
## 2022-11-02 202.2 13.92 321.1 126.4
## 2022-11-03 198.7 13.91 350.5 135.9
## 2022-11-04 201.7 14.00 349.0 143.5
## SISE.IS.Close TAVHL.IS.Close TCELL.IS.Close THYAO.IS.Close
## 2022-10-28 32.54 78.50 24.24 96.95
## 2022-10-31 33.22 78.40 25.64 101.30
## 2022-11-01 32.98 79.35 26.90 102.40
## 2022-11-02 32.82 77.75 27.90 100.80
## 2022-11-03 32.94 77.80 27.90 101.80
## 2022-11-04 33.64 78.80 28.18 104.20
## TKFEN.IS.Close TOASO.IS.Close TTKOM.IS.Close VESTL.IS.Close
## 2022-10-28 31.70 98.75 12.13 45.66
## 2022-10-31 32.96 98.40 12.39 46.10
## 2022-11-01 33.76 100.80 12.94 46.32
## 2022-11-02 34.78 99.60 13.33 45.60
## 2022-11-03 34.56 101.10 13.36 45.54
## 2022-11-04 34.72 102.90 13.36 45.70## Index KOZAL.IS.Close PETKM.IS.Close PGSUS.IS.Close
## Min. :2020-01-07 Min. : 51.50 Min. : 2.342 Min. : 23.72
## 1st Qu.:2020-09-22 1st Qu.: 80.15 1st Qu.: 3.544 1st Qu.: 59.05
## Median :2021-06-05 Median :112.90 Median : 6.050 Median : 75.50
## Mean :2021-06-06 Mean :116.64 Mean : 6.475 Mean : 96.25
## 3rd Qu.:2022-02-17 3rd Qu.:138.25 3rd Qu.: 8.620 3rd Qu.:103.90
## Max. :2022-11-04 Max. :208.00 Max. :15.250 Max. :350.50
## SASA.IS.Close SISE.IS.Close TAVHL.IS.Close TCELL.IS.Close
## Min. : 1.845 Min. : 3.710 Min. :13.77 Min. :12.05
## 1st Qu.: 5.998 1st Qu.: 6.425 1st Qu.:19.92 1st Qu.:15.11
## Median : 14.605 Median : 7.805 Median :24.88 Median :16.18
## Mean : 20.424 Mean :11.203 Mean :30.64 Mean :17.04
## 3rd Qu.: 26.419 3rd Qu.:14.195 3rd Qu.:37.80 3rd Qu.:18.46
## Max. :143.500 Max. :34.000 Max. :82.90 Max. :28.18
## THYAO.IS.Close TKFEN.IS.Close TOASO.IS.Close TTKOM.IS.Close
## Min. : 7.74 Min. :11.69 Min. : 16.08 Min. : 5.700
## 1st Qu.: 12.09 1st Qu.:14.91 1st Qu.: 27.12 1st Qu.: 7.112
## Median : 13.57 Median :16.77 Median : 36.83 Median : 7.970
## Mean : 24.01 Mean :18.54 Mean : 48.47 Mean : 8.396
## 3rd Qu.: 27.91 3rd Qu.:20.32 3rd Qu.: 75.69 3rd Qu.: 9.295
## Max. :104.20 Max. :34.78 Max. :106.90 Max. :13.360
## VESTL.IS.Close
## Min. : 8.91
## 1st Qu.:17.48
## Median :25.13
## Mean :24.30
## 3rd Qu.:29.30
## Max. :47.08## [1] "************************************************************"## [1] "********[Mavi Veri ortalama Fiyati, Kirmizi ciktigi en yuksek deger, Yesil son deger]********"
## ISCTR.IS.Close
## 2022-11-04 337.1097## [1] 512.9303## [1] 12.550000 2.047541 8.950000## AKBNK.IS.Close
## 2022-11-04 210.661## [1] 273.3475## [1] 17.51 4.69 14.57## [1] 356.8779## GARAN.IS.Close
## 2022-11-04 264.7604## [1] 29.56 6.47 23.60## YKBNK.IS.Close
## 2022-11-04 426.7045## [1] 452.8409## [1] 12.550000 2.047541 9.270000## ARCLK.IS.Close
## 2022-11-04 546.8476## [1] 567.9968## [1] 83.70 12.53 81.05## AKSEN.IS.Close
## 2022-11-04 2992.105## [1] 2992.105## [1] 47.00 1.52 47.00## ASELS.IS.Close
## 2022-11-04 238.0173## [1] 245.3321## [1] 35.88 10.39 35.12## BIMAS.IS.Close
## 2022-11-04 216.1248## [1] 216.1248## [1] 143.90 45.52 143.90## EKGYO.IS.Close
## 2022-11-04 329.9065## [1] 400## [1] 5.35 1.07 4.60## EREGL.IS.Close
## 2022-11-04 351.8317## [1] 395.251## [1] 36.50 7.37 33.30## FROTO.IS.Close
## 2022-11-04 366.6234## [1] 386.9734## [1] 375.70 77.15 360.00## GUBRF.IS.Close
## 2022-11-04 1660.766## [1] 1667.943## [1] 147.80 8.36 147.20## HEKTS.IS.Close
## 2022-11-04 6825.061## [1] 7012.859## [1] 30.299999 0.425989 29.500000## KCHOL.IS.Close
## 2022-11-04 360.739## [1] 360.739## [1] 59.85 12.99 59.85## GUBRF.IS.Close
## 2022-11-04 1660.766## [1] 1667.943## [1] 147.80 8.36 147.20## KOZAA.IS.Close
## 2022-11-04 337.5489## [1] 352.412## [1] 34.70 7.67 33.56## KOZAL.IS.Close
## 2022-11-04 291.6505## [1] 303.8835## [1] 208.0 51.5 201.7## PETKM.IS.Close
## 2022-11-04 497.8649## [1] 551.2457## [1] 15.250000 2.341666 14.000000## PGSUS.IS.Close
## 2022-11-04 1371.332## [1] 1377.656## [1] 350.50 23.72 349.00## SASA.IS.Close
## 2022-11-04 7676.648## [1] 7676.648## [1] 143.500000 1.845268 143.500000## [1] 816.442## SISE.IS.Close
## 2022-11-04 806.7385## [1] 34.00 3.71 33.64## TAVHL.IS.Close
## 2022-11-04 472.2586## [1] 502.0334## [1] 82.90 13.77 78.80## THYAO.IS.Close
## 2022-11-04 1246.253## [1] 1246.253## [1] 104.20 7.74 104.20## TKFEN.IS.Close
## 2022-11-04 197.006## [1] 197.5192## [1] 34.78 11.69 34.72## TOASO.IS.Close
## 2022-11-04 539.9254## [1] 564.801## [1] 106.90 16.08 102.90## TTKOM.IS.Close
## 2022-11-04 134.386## [1] 134.386## [1] 13.36 5.70 13.36## VESTL.IS.Close
## 2022-11-04 412.9069## [1] 428.3951## [1] 47.08 8.91 45.70## TCELL.IS.Close
## 2022-11-04 133.8589## [1] 133.8589## [1] 28.18 12.05 28.18## [1] "*****************************************************************"## [1] "********ISbankasi Ongoru Performans********"## [1] "********[INCREASE: Look Model 3 and The short Run increase]********"## Model1: Minumum Value in this day
## Forecasts 8.789118
## Short run 10 minute or 1 hour in this day in decrease
## Forecasts 8.93716
## Model3: Maximum value in this day
## Forecasts 9.381287
## Short run 10 minute or 1 hour in this day in increase
## Forecasts 9.085203
## Selecting date range: ideal 4.000000 Last Price
## Forecasts 3.008968 8.95## [1] "*****************************************************************"## [1] "******** AKBNKbankasi Ongoru Performans********"## [1] "********[INCREASE: Look Model 3 and The short Run increase]********"## Model1: Minumum Value in this day
## Forecasts 14.20773
## Short run 10 minute or 1 hour in this day in decrease
## Forecasts 14.50256
## Model3: Maximum value in this day
## Forecasts 15.38703
## Short run 10 minute or 1 hour in this day in increase
## Forecasts 14.79738
## Selecting date range: ideal 4.000000 Last Price
## Forecasts 3.171704 14.57## [1] "*****************************************************************"## [1] "******** ARCLK Ongoru Performans********"## [1] "********[INCREASE: Look Model 3 and The short Run increase]********"## Model1: Minumum Value in this day
## Forecasts 78.26297
## Short run 10 minute or 1 hour in this day in decrease
## Forecasts 82.51196
## Model3: Maximum value in this day
## Forecasts 95.25891
## Short run 10 minute or 1 hour in this day in increase
## Forecasts 86.76094
## Selecting date range: ideal 4.000000 Last Price
## Forecasts 3.294678 81.05## [1] "*****************************************************************"## [1] "******** AKSA enerji AKSEN Ongoru Performans********"## [1] "********[INCREASE: Look Model 3 and The short Run increase]********"## Model1: Minumum Value in this day
## Forecasts 44.94534
## Short run 10 minute or 1 hour in this day in decrease
## Forecasts 48.10956
## Model3: Maximum value in this day
## Forecasts 57.6022
## Short run 10 minute or 1 hour in this day in increase
## Forecasts 51.27377
## Selecting date range: ideal 4.000000 Last Price
## Forecasts 3.175871 47## [1] "*****************************************************************"## [1] "******** Aselsan enerji AKSEN Ongoru Performans********"## [1] "********[INCREASE: Look Model 3 and The short Run increase]********"## Model1: Minumum Value in this day
## Forecasts 33.92898
## Short run 10 minute or 1 hour in this day in decrease
## Forecasts 36.01009
## Model3: Maximum value in this day
## Forecasts 42.25339
## Short run 10 minute or 1 hour in this day in increase
## Forecasts 38.09119
## Selecting date range: ideal 4.000000 Last Price
## Forecasts 2.7002 35.12## [1] "*****************************************************************"## [1] "******** BIMAS AKSEN Ongoru Performans********"## [1] "********[INCREASE: Look Model 3 and The short Run increase]********"## Model1: Minumum Value in this day
## Forecasts 140.7094
## Short run 10 minute or 1 hour in this day in decrease
## Forecasts 145.1148
## Model3: Maximum value in this day
## Forecasts 158.3308
## Short run 10 minute or 1 hour in this day in increase
## Forecasts 149.5201
## Selecting date range: ideal 4.000000 Last Price
## Forecasts 2.180769 143.9## [1] "*****************************************************************"## [1] "******** EKGYO Ongoru Performans********"## [1] "********[INCREASE: Look Model 3 and The short Run increase]********"## Model1: Minumum Value in this day
## Forecasts 4.506596
## Short run 10 minute or 1 hour in this day in decrease
## Forecasts 4.63001
## Model3: Maximum value in this day
## Forecasts 5.000253
## Short run 10 minute or 1 hour in this day in increase
## Forecasts 4.753424
## Selecting date range: ideal 4.000000 Last Price
## Forecasts 2.174385 4.6## [1] "*****************************************************************"## [1] "******** EREGL Ongoru Performans********"## [1] "********[INCREASE: Look Model 3 and The short Run increase]********"## Model1: Minumum Value in this day
## Forecasts 32.09173
## Short run 10 minute or 1 hour in this day in decrease
## Forecasts 34.1838
## Model3: Maximum value in this day
## Forecasts 40.45999
## Short run 10 minute or 1 hour in this day in increase
## Forecasts 36.27586
## Selecting date range: ideal 4.000000 Last Price
## Forecasts 2.618185 33.3## [1] "*****************************************************************"## [1] "******** FROTO Ongoru Performans********"## [1] "********[INCREASE: Look Model 3 and The short Run increase]********"## Model1: Minumum Value in this day
## Forecasts 355.6655
## Short run 10 minute or 1 hour in this day in decrease
## Forecasts 372.2274
## Model3: Maximum value in this day
## Forecasts 421.9131
## Short run 10 minute or 1 hour in this day in increase
## Forecasts 388.7893
## Selecting date range: ideal 4.000000 Last Price
## Forecasts 2.069944 360## [1] "*****************************************************************"## [1] "******** HEKTS Ongoru Performans********"## [1] "********[DECREASE: Look Model 1 and The short Run decrease]********"## Model1: Minumum Value in this day
## Forecasts 28.55052
## Short run 10 minute or 1 hour in this day in decrease
## Forecasts 28.72894
## Model3: Maximum value in this day
## Forecasts 29.26419
## Short run 10 minute or 1 hour in this day in increase
## Forecasts 28.90736
## Selecting date range: ideal 4.000000 Last Price
## Forecasts 2.108219 29.5## [1] "*****************************************************************"## [1] "******** KCHOL Ongoru Performans********"## [1] "********[INCREASE: Look Model 3 and The short Run increase]********"## Model1: Minumum Value in this day
## Forecasts 58.32326
## Short run 10 minute or 1 hour in this day in decrease
## Forecasts 59.48913
## Model3: Maximum value in this day
## Forecasts 62.98672
## Short run 10 minute or 1 hour in this day in increase
## Forecasts 60.65499
## Selecting date range: ideal 4.000000 Last Price
## Forecasts 2.066924 59.85## [1] "*****************************************************************"## [1] "******** KOZAA Ongoru Performans********"## [1] "********[INCREASE: Look Model 3 and The short Run increase]********"## Model1: Minumum Value in this day
## Forecasts 32.53973
## Short run 10 minute or 1 hour in this day in decrease
## Forecasts 35.60103
## Model3: Maximum value in this day
## Forecasts 44.78492
## Short run 10 minute or 1 hour in this day in increase
## Forecasts 38.66233
## Selecting date range: ideal 4.000000 Last Price
## Forecasts 2.237915 33.56## [1] "*****************************************************************"## [1] "******** KOZAA Ongoru Performans********"## [1] "********[INCREASE: Look Model 3 and The short Run increase]********"## Model1: Minumum Value in this day
## Forecasts 198.2936
## Short run 10 minute or 1 hour in this day in decrease
## Forecasts 212.1497
## Model3: Maximum value in this day
## Forecasts 253.7178
## Short run 10 minute or 1 hour in this day in increase
## Forecasts 226.0057
## Selecting date range: ideal 4.000000 Last Price
## Forecasts 3.008795 201.7## [1] "*****************************************************************"## [1] "******** PETKM Ongoru Performans********"## [1] "********[INCREASE: Look Model 3 and The short Run increase]********"## Model1: Minumum Value in this day
## Forecasts 13.77937
## Short run 10 minute or 1 hour in this day in decrease
## Forecasts 14.20263
## Model3: Maximum value in this day
## Forecasts 15.47242
## Short run 10 minute or 1 hour in this day in increase
## Forecasts 14.6259
## Selecting date range: ideal 4.000000 Last Price
## Forecasts 3.48675 14## [1] "*****************************************************************"## [1] "******** PGSUS Ongoru Performans********"## [1] "********[INCREASE: Look Model 3 and The short Run increase]********"## Model1: Minumum Value in this day
## Forecasts 337.474
## Short run 10 minute or 1 hour in this day in decrease
## Forecasts 351.1431
## Model3: Maximum value in this day
## Forecasts 392.1504
## Short run 10 minute or 1 hour in this day in increase
## Forecasts 364.8122
## Selecting date range: ideal 4.000000 Last Price
## Forecasts 2.07167 349## [1] "*****************************************************************"## [1] "******** SASA Ongoru Performans********"## [1] "********[DECREASE: Look Model 1 and The short Run decrease]********"## Model1: Minumum Value in this day
## Forecasts 133.4475
## Short run 10 minute or 1 hour in this day in decrease
## Forecasts 135.4311
## Model3: Maximum value in this day
## Forecasts 141.3817
## Short run 10 minute or 1 hour in this day in increase
## Forecasts 137.4146
## Selecting date range: ideal 4.000000 Last Price
## Forecasts 3.896721 143.5## [1] "*****************************************************************"## [1] "******** SISE Ongoru Performans********"## [1] "********[INCREASE: Look Model 3 and The short Run increase]********"## Model1: Minumum Value in this day
## Forecasts 32.97344
## Short run 10 minute or 1 hour in this day in decrease
## Forecasts 33.82397
## Model3: Maximum value in this day
## Forecasts 36.37557
## Short run 10 minute or 1 hour in this day in increase
## Forecasts 34.67451
## Selecting date range: ideal 4.000000 Last Price
## Forecasts 3.419361 33.64## [1] "*****************************************************************"## [1] "******** TAVHL Ongoru Performans********"## [1] "********[INCREASE: Look Model 3 and The short Run increase]********"## Model1: Minumum Value in this day
## Forecasts 77.30048
## Short run 10 minute or 1 hour in this day in decrease
## Forecasts 79.50191
## Model3: Maximum value in this day
## Forecasts 86.10618
## Short run 10 minute or 1 hour in this day in increase
## Forecasts 81.70333
## Selecting date range: ideal 4.000000 Last Price
## Forecasts 2.902037 78.8## [1] "*****************************************************************"## [1] "******** TCELL Ongoru Performans********"## [1] "********[DECREASE: Look Model 1 and The short Run decrease]********"## Model1: Minumum Value in this day
## Forecasts 27.33979
## Short run 10 minute or 1 hour in this day in decrease
## Forecasts 27.57023
## Model3: Maximum value in this day
## Forecasts 28.26154
## Short run 10 minute or 1 hour in this day in increase
## Forecasts 27.80067
## Selecting date range: ideal 4.000000 Last Price
## Forecasts 3.215593 28.18## [1] "*****************************************************************"## [1] "******** THYAO Ongoru Performans********"## [1] "********[DECREASE: Look Model 1 and The short Run decrease]********"## Model1: Minumum Value in this day
## Forecasts 101.9662
## Short run 10 minute or 1 hour in this day in decrease
## Forecasts 102.2275
## Model3: Maximum value in this day
## Forecasts 103.0115
## Short run 10 minute or 1 hour in this day in increase
## Forecasts 102.4888
## Selecting date range: ideal 4.000000 Last Price
## Forecasts 2.121629 104.2## [1] "*****************************************************************"## [1] "******** TKFEN Ongoru Performans********"## [1] "********[INCREASE: Look Model 3 and The short Run increase]********"## Model1: Minumum Value in this day
## Forecasts 34.01609
## Short run 10 minute or 1 hour in this day in decrease
## Forecasts 34.69874
## Model3: Maximum value in this day
## Forecasts 36.74669
## Short run 10 minute or 1 hour in this day in increase
## Forecasts 35.38139
## Selecting date range: ideal 4.000000 Last Price
## Forecasts 3.655242 34.72## [1] "*****************************************************************"## [1] "******** TOASO Ongoru Performans********"## [1] "********[INCREASE: Look Model 3 and The short Run increase]********"## Model1: Minumum Value in this day
## Forecasts 100.7324
## Short run 10 minute or 1 hour in this day in decrease
## Forecasts 103.0371
## Model3: Maximum value in this day
## Forecasts 109.9511
## Short run 10 minute or 1 hour in this day in increase
## Forecasts 105.3418
## Selecting date range: ideal 4.000000 Last Price
## Forecasts 3.142575 102.9## [1] "*****************************************************************"## [1] "******** TTKOM Ongoru Performans********"## [1] "********[INCREASE: Look Model 3 and The short Run increase]********"## Model1: Minumum Value in this day
## Forecasts 13.0458
## Short run 10 minute or 1 hour in this day in decrease
## Forecasts 13.33437
## Model3: Maximum value in this day
## Forecasts 14.20008
## Short run 10 minute or 1 hour in this day in increase
## Forecasts 13.62294
## Selecting date range: ideal 4.000000 Last Price
## Forecasts 3.120087 13.36## [1] "*****************************************************************"## [1] "******** VESTL Ongoru Performans********"## [1] "********[DECREASE: Look Model 1 and The short Run decrease]********"## Model1: Minumum Value in this day
## Forecasts 44.52721
## Short run 10 minute or 1 hour in this day in decrease
## Forecasts 45.25348
## Model3: Maximum value in this day
## Forecasts 47.43229
## Short run 10 minute or 1 hour in this day in increase
## Forecasts 45.97975
## Selecting date range: ideal 4.000000 Last Price
## Forecasts 3.026701 45.7## ISCTR.IS.Close AKBNK.IS.Close GARAN.IS.Close YKBNK.IS.Close
## ISCTR.IS.Close 1.0000000 0.9649839 0.9721954 0.9815333
## AKBNK.IS.Close 0.9649839 1.0000000 0.9712143 0.9632365
## GARAN.IS.Close 0.9721954 0.9712143 1.0000000 0.9670601
## YKBNK.IS.Close 0.9815333 0.9632365 0.9670601 1.0000000
## ARCLK.IS.Close 0.7942320 0.7367255 0.8171020 0.8365895
## AKSEN.IS.Close 0.9098878 0.8488077 0.9010564 0.9303979
## ASELS.IS.Close 0.8566145 0.7955116 0.8242101 0.8996052
## BIMAS.IS.Close 0.8999555 0.8067505 0.8391331 0.9132110
## EKGYO.IS.Close 0.9318615 0.8680947 0.8936246 0.9347975
## EREGL.IS.Close 0.6552171 0.6074248 0.6934819 0.7146429
## FROTO.IS.Close NA NA NA NA
## GUBRF.IS.Close 0.7717650 0.6939584 0.7531507 0.8212226
## HEKTS.IS.Close 0.8930999 0.8585375 0.8725877 0.9282980
## KCHOL.IS.Close 0.9057574 0.8821159 0.9276520 0.9443872
## KOZAA.IS.Close 0.7932960 0.7427298 0.8071026 0.8423241
## ARCLK.IS.Close AKSEN.IS.Close ASELS.IS.Close BIMAS.IS.Close
## ISCTR.IS.Close 0.7942320 0.9098878 0.8566145 0.8999555
## AKBNK.IS.Close 0.7367255 0.8488077 0.7955116 0.8067505
## GARAN.IS.Close 0.8171020 0.9010564 0.8242101 0.8391331
## YKBNK.IS.Close 0.8365895 0.9303979 0.8996052 0.9132110
## ARCLK.IS.Close 1.0000000 0.8971060 0.8857153 0.7898982
## AKSEN.IS.Close 0.8971060 1.0000000 0.8663947 0.9066311
## ASELS.IS.Close 0.8857153 0.8663947 1.0000000 0.8984066
## BIMAS.IS.Close 0.7898982 0.9066311 0.8984066 1.0000000
## EKGYO.IS.Close 0.8185964 0.8994798 0.8893839 0.9462797
## EREGL.IS.Close 0.9337699 0.7637490 0.8154199 0.6516022
## FROTO.IS.Close NA NA NA NA
## GUBRF.IS.Close 0.8556978 0.8349768 0.8624111 0.8538304
## HEKTS.IS.Close 0.7856051 0.9485213 0.8276329 0.9023595
## KCHOL.IS.Close 0.9464196 0.9349548 0.9199947 0.8607098
## KOZAA.IS.Close 0.9637258 0.8783524 0.9058207 0.8026093
## EKGYO.IS.Close EREGL.IS.Close FROTO.IS.Close GUBRF.IS.Close
## ISCTR.IS.Close 0.9318615 0.6552171 NA 0.7717650
## AKBNK.IS.Close 0.8680947 0.6074248 NA 0.6939584
## GARAN.IS.Close 0.8936246 0.6934819 NA 0.7531507
## YKBNK.IS.Close 0.9347975 0.7146429 NA 0.8212226
## ARCLK.IS.Close 0.8185964 0.9337699 NA 0.8556978
## AKSEN.IS.Close 0.8994798 0.7637490 NA 0.8349768
## ASELS.IS.Close 0.8893839 0.8154199 NA 0.8624111
## BIMAS.IS.Close 0.9462797 0.6516022 NA 0.8538304
## EKGYO.IS.Close 1.0000000 0.6819728 NA 0.8724142
## EREGL.IS.Close 0.6819728 1.0000000 NA 0.8331021
## FROTO.IS.Close NA NA 1 NA
## GUBRF.IS.Close 0.8724142 0.8331021 NA 1.0000000
## HEKTS.IS.Close 0.8667228 0.6566979 NA 0.7951183
## KCHOL.IS.Close 0.8870355 0.8787544 NA 0.8685910
## KOZAA.IS.Close 0.8257620 0.9044608 NA 0.8330550
## HEKTS.IS.Close KCHOL.IS.Close KOZAA.IS.Close
## ISCTR.IS.Close 0.8930999 0.9057574 0.7932960
## AKBNK.IS.Close 0.8585375 0.8821159 0.7427298
## GARAN.IS.Close 0.8725877 0.9276520 0.8071026
## YKBNK.IS.Close 0.9282980 0.9443872 0.8423241
## ARCLK.IS.Close 0.7856051 0.9464196 0.9637258
## AKSEN.IS.Close 0.9485213 0.9349548 0.8783524
## ASELS.IS.Close 0.8276329 0.9199947 0.9058207
## BIMAS.IS.Close 0.9023595 0.8607098 0.8026093
## EKGYO.IS.Close 0.8667228 0.8870355 0.8257620
## EREGL.IS.Close 0.6566979 0.8787544 0.9044608
## FROTO.IS.Close NA NA NA
## GUBRF.IS.Close 0.7951183 0.8685910 0.8330550
## HEKTS.IS.Close 1.0000000 0.8807007 0.7891590
## KCHOL.IS.Close 0.8807007 1.0000000 0.9401685
## KOZAA.IS.Close 0.7891590 0.9401685 1.0000000## KOZAL.IS.Close PETKM.IS.Close PGSUS.IS.Close SASA.IS.Close
## KOZAL.IS.Close 1.0000000 0.9111888 0.8492396 0.8493279
## PETKM.IS.Close 0.9111888 1.0000000 0.8928247 0.8983234
## PGSUS.IS.Close 0.8492396 0.8928247 1.0000000 0.9660793
## SASA.IS.Close 0.8493279 0.8983234 0.9660793 1.0000000
## SISE.IS.Close 0.9026489 0.9405923 0.9555736 0.9496510
## TAVHL.IS.Close 0.8666417 0.9162671 0.9752204 0.9398561
## TCELL.IS.Close 0.8050221 0.8872278 0.7806554 0.8144265
## THYAO.IS.Close 0.8293561 0.8828545 0.9811178 0.9583722
## TKFEN.IS.Close 0.7672375 0.8574235 0.8961476 0.8610367
## TOASO.IS.Close 0.8253564 0.9308600 0.7889564 0.8058120
## TTKOM.IS.Close 0.7462567 0.8288535 0.7758650 0.7630410
## VESTL.IS.Close 0.7385836 0.7581410 0.6620009 0.7168460
## SISE.IS.Close TAVHL.IS.Close TCELL.IS.Close THYAO.IS.Close
## KOZAL.IS.Close 0.9026489 0.8666417 0.8050221 0.8293561
## PETKM.IS.Close 0.9405923 0.9162671 0.8872278 0.8828545
## PGSUS.IS.Close 0.9555736 0.9752204 0.7806554 0.9811178
## SASA.IS.Close 0.9496510 0.9398561 0.8144265 0.9583722
## SISE.IS.Close 1.0000000 0.9727788 0.8412855 0.9692385
## TAVHL.IS.Close 0.9727788 1.0000000 0.8049702 0.9749804
## TCELL.IS.Close 0.8412855 0.8049702 1.0000000 0.7926803
## THYAO.IS.Close 0.9692385 0.9749804 0.7926803 1.0000000
## TKFEN.IS.Close 0.8938571 0.9239242 0.8216405 0.9018166
## TOASO.IS.Close 0.8815671 0.8562868 0.8854343 0.7959370
## TTKOM.IS.Close 0.8244804 0.8199924 0.9121966 0.7910371
## VESTL.IS.Close 0.6295874 0.6063804 0.6433840 0.5762414
## TKFEN.IS.Close TOASO.IS.Close TTKOM.IS.Close VESTL.IS.Close
## KOZAL.IS.Close 0.7672375 0.8253564 0.7462567 0.7385836
## PETKM.IS.Close 0.8574235 0.9308600 0.8288535 0.7581410
## PGSUS.IS.Close 0.8961476 0.7889564 0.7758650 0.6620009
## SASA.IS.Close 0.8610367 0.8058120 0.7630410 0.7168460
## SISE.IS.Close 0.8938571 0.8815671 0.8244804 0.6295874
## TAVHL.IS.Close 0.9239242 0.8562868 0.8199924 0.6063804
## TCELL.IS.Close 0.8216405 0.8854343 0.9121966 0.6433840
## THYAO.IS.Close 0.9018166 0.7959370 0.7910371 0.5762414
## TKFEN.IS.Close 1.0000000 0.8335521 0.8773482 0.5323882
## TOASO.IS.Close 0.8335521 1.0000000 0.8728427 0.6100321
## TTKOM.IS.Close 0.8773482 0.8728427 1.0000000 0.4682950
## VESTL.IS.Close 0.5323882 0.6100321 0.4682950 1.0000000“>