Kaufman Adaptive Moving Average (KAMA) ตัวบ่งชี้

Developed by Perry J. Kaufman and attempts to improve the performance of moving average indicators.
KAMA is an adaptive noise-filter based moving average indicator designed to filter insignificant “market noise” and volatility aiming to show the market trends more clearly.
The indicator filters out the market fluctuations (noises) by averaging the price values of the periods, over which it is calculated.
In the process, some extra value (weight) is added to the average prices, as it is done during calculations of all weighted indicators. But during the KAMA indicator's calculation, every particular price receives a different weight increment adapted to the current market volatility.
When the market prices are steadily moving in a certain direction, when there is a trend, the indicator becomes more sensitive and adds a heavier weight increment to the price being calculated.
When the price movement is volatile, the indicator becomes less sensitive and adds lighter weight increment to the price.
The speed of the indicator reaction adapts to the level of market volatility. In other words, the indicator performs better when there is a steady trend. It reacts to the trend appearance and changes faster. On the other hand, when the price movement is sideways, volatile, it reacts to the market fluctuations less actively producing less erroneous signals.
When the market volatility (noise) is low,  it follows the price closely and smoothens out the volatility at the time of price fluctuation.
In other words, the KAMA indicator seeks to lessen this tendency to generate fewer false signals by not responding to short-term insignificant price movements.
The indicator can be attached to all time-frame types in all forex symbols charts.

Indicators
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AUDCAD 0.88426 0.88182 0.88782 0.88905 0.89244 0.89025 0.90134 0.8805 1.02059
AUDCHF 0.52811 0.52625 0.52977 0.53362 0.53553 0.53042 0.57245 0.57408 0.74434
AUDJPY 93.73456 93.30202 93.68497 94.0007 94.2112 92.06282 96.48402 93.85602 83.31918
AUDNZD 1.07888 1.07793 1.07681 1.0784 1.07761 1.08726 1.11345 1.07826 1.08807
AUDSGD 0.83372 0.83025 0.83485 0.83563 0.8383 0.82893 0.85242 0.88582 1.06657
AUDUSD 0.65064 0.64651 0.65276 0.65052 0.65217 0.64226 0.63521 0.6655 0.74844
CADCHF 0.59718 0.59676 0.59666 0.60008 0.60001 0.59573 0.63495 0.64887 0.7521
CADJPY 106.00151 105.79753 105.51582 105.7087 105.56077 103.40177 106.80791 106.50774 81.61208
CHFJPY 177.48179 177.27832 176.83691 176.12514 175.9086 173.55961 168.11196 163.18539 111.97001
CHFSGD 1.57855 1.57742 1.57586 1.5662 1.56532 1.56275 1.48906 1.51819 1.40446
EURAUD 1.7743 1.77873 1.7732 1.76564 1.75139 1.76092 1.64597 1.65883 1.45236
EURCAD 1.56897 1.56855 1.57433 1.56975 1.56302 1.56773 1.48384 1.4587 1.4847
EURCHF 0.93709 0.93612 0.93937 0.94207 0.93797 0.93404 0.94437 0.95385 1.06738
EURCZK 24.82584 24.81671 24.76938 24.76412 24.76997 24.92613 25.03213 23.93023 26.99846
EURGBP 0.84976 0.84981 0.85152 0.84762 0.84248 0.8427 0.83079 0.85892 0.84347
EURHUF 402.60712 402.78845 401.29285 399.63458 401.41093 403.3005 401.03983 383.3472 307.88478
EURJPY 166.32432 165.95463 166.13377 165.92968 164.99725 162.11289 158.72803 155.77501 121.27195
EURMXN 21.82804 21.87447 21.90361 21.71274 21.74183 21.92449 21.27414 18.38545 21.27291
EURNOK 11.42622 11.45921 11.50824 11.5681 11.48695 11.52081 11.64594 11.23159 8.87719
EURNZD 1.91427 1.91732 1.90939 1.90407 1.8873 1.91416 1.83105 1.78926 1.58204
EURPLN 4.27115 4.27646 4.26927 4.24802 4.26777 4.24435 4.15893 4.41502 4.30511
EURSEK 10.95867 10.9801 10.93576 10.97946 10.9558 10.85205 11.21254 11.61237 9.54551
EURSGD 1.47931 1.47678 1.4804 1.47553 1.46829 1.45967 1.40623 1.46893 1.52132
EURTRY 45.51232 45.40299 45.64711 44.98105 44.85046 44.1473 37.95137 29.59952 3.87826
EURUSD 1.1545 1.14998 1.15747 1.14872 1.14224 1.13092 1.04853 1.10576 1.08895
EURZAR 20.65299 20.69689 20.5805 20.31137 20.22576 20.37025 19.31676 19.37791 14.54879
GBPAUD 2.08799 2.09297 2.08251 2.08306 2.07886 2.08963 1.98464 1.93093 1.72515
GBPCAD 1.84642 1.84576 1.84894 1.852 1.85528 1.86044 1.78776 1.69796 1.76282
GBPCHF 1.10276 1.10155 1.10324 1.11139 1.11329 1.10839 1.13647 1.11732 1.28518
GBPJPY 195.72606 195.29099 195.10866 195.76746 195.84891 192.36795 191.12401 181.30001 143.89129
GBPMXN 25.68659 25.73885 25.72347 25.56127 25.82579 26.01712 25.59434 21.41179 24.91866
GBPNOK 13.44436 13.48215 13.51013 13.64612 13.63178 13.67016 14.01466 13.07719 11.07485
GBPNZD 2.25271 2.25604 2.24243 2.2464 2.2402 2.27181 2.20116 2.08308 1.87861
GBPSEK 12.89407 12.91844 12.84137 12.95131 13.00195 12.87635 13.49062 13.54783 12.27928
GBPSGD 1.74083 1.73769 1.73864 1.74074 1.74276 1.73215 1.69133 1.70986 1.74168
GBPTRY 53.58498 53.43703 53.6011 53.04137 53.16405 52.36971 45.7216 34.59608 4.52579
GBPUSD 1.35852 1.35322 1.35936 1.35518 1.35582 1.34223 1.26171 1.28472 1.29195
NOKJPY 14.537 14.46903 14.41703 14.32852 14.34996 14.05527 13.62125 13.85833 10.44048
NOKSEK 0.95834 0.95763 0.94963 0.94849 0.95315 0.94143 0.9621 1.01367 1.07671
NZDCAD 0.81957 0.81802 0.82452 0.82429 0.82812 0.81882 0.8094 0.81638 0.95459
NZDCHF 0.48947 0.48817 0.49196 0.49472 0.49694 0.48787 0.51542 0.53252 0.72183
NZDJPY 86.88015 86.54905 87.00497 87.15506 87.41942 84.6857 86.81355 86.96654 81.13779
NZDUSD 0.60304 0.59977 0.60615 0.60319 0.60514 0.59088 0.57309 0.61631 0.71721
SEKJPY 15.14105 15.07681 15.15018 15.07334 15.0249 14.89845 14.12488 13.38255 10.95915
SGDJPY 112.42318 112.37215 112.20606 112.46054 112.36683 111.05246 112.91656 105.05149 75.96294
USDCAD 1.35917 1.36399 1.36038 1.3667 1.3684 1.38644 1.41901 1.32444 1.36359
USDCHF 0.8117 0.81402 0.81156 0.82009 0.82117 0.8259 0.90075 0.86946 1.00272
USDCNH 7.18801 7.18724 7.17319 7.19631 7.18256 7.20285 7.26536 7.15858 6.8549
USDCZK 21.50406 21.57733 21.39727 21.55662 21.68559 22.03863 23.88919 21.68991 24.68808
USDHUF 348.75415 350.22807 346.67153 347.91773 351.40999 356.58842 383.74157 347.96971 291.02024
USDJPY 144.07639 144.31738 143.52988 144.46044 144.46085 143.3591 151.47314 141.31738 111.31211
USDMXN 18.90832 19.02071 18.92363 18.90363 19.03566 19.38544 20.28593 16.69214 20.17101
USDNOK 9.89776 9.96433 9.94182 10.07038 10.05555 10.18654 11.15038 10.17894 8.39312
USDPLN 3.69847 3.71767 3.68758 3.69737 3.73558 3.75222 3.96653 4.00151 4.06162
USDRUB 91.22279 91.49443 91.55921 90.52067 93.89997 99.87435 85.51666 73.88798 63.24523
USDSEK 9.49242 9.54725 9.44764 9.55842 9.59129 9.595 10.71465 10.41157 9.03782
USDSGD 1.28149 1.28411 1.27899 1.28459 1.28545 1.29074 1.34134 1.33035 1.40721
USDTHB 32.43252 32.48076 32.3803 32.6062 32.63773 32.81411 33.7001 32.33855 34.56195
USDTRY 39.30292 39.42237 39.32769 39.12688 39.19348 38.90166 36.22604 26.92323 3.64527
USDZAR 17.88983 17.99502 17.77332 17.69853 17.71657 18.0121 18.41932 16.74661 13.15225
XAGAUD 55.77136 55.94838 55.50473 55.5444 55.94907 51.18153 50.3932 36.54977 34.66759
XAGEUR 31.43433 31.45227 31.29499 31.5193 31.93867 29.05755 30.53881 22.10013 22.17091
XAGUSD 36.287 36.17323 36.23138 36.21192 36.42037 32.85477 32.02935 24.34411 18.259
XAUAUD 5275.76398 5281.27404 5181.41071 5109.96931 5099.01085 5161.71176 4530.11294 2940.78456 2247.32591
XAUEUR 2973.40411 2969.12406 2921.88767 2899.95366 2911.14954 2931.15194 2745.13397 1777.52968 1445.73239
XAUGBP 2526.68416 2523.31128 2488.40825 2459.3663 2452.16404 2470.09861 2288.03464 1523.4219 1247.53377
XAUJPY 494553.80334 492759.2939 485672.96651 481428.19423 480181.87821 475211.11151 437659.04789 276725.78362 185993.61058
XAUUSD 3432.67883 3414.60886 3382.18486 3331.98953 3319.25703 3314.91695 2879.2301 1959.04296 1269.63393
XPDUSD 1035.38786 1047.59905 1058.63226 1081.8751 1073.71609 1024.75595 974.18576 1752.15394 2343.2762
XPTUSD 1225.48592 1255.47438 1283.97169 1274.97099 1204.71549 1074.30076 979.51773 953.95638 1196.46515
ZARJPY 8.04109 8.0109 8.06397 8.15316 8.146 7.94906 8.20746 8.02233 8.30365