 : Keltner Channel
  


           .    Keltner Channel       ,       .

     ,                Keltner Channel.  ,       (, , Forex),      ,            .

  , -,       ,           .     ,           . Keltner Channel    .   .





 : Keltner Channel





.  KELTNER CHANNEL    


  :       

,        -.       :    ,  ,   -   .      ,      ,  .    ,   ,              .

 ,     , , , ?

 2026      ,   ,  ,    .        ,  ,   ,     .         ,   .       ,      ( ?)    . Keltner Channel    .          ,      .

Keltner Channel vs Bollinger Bands:     

     .    ,      .

Bollinger Bands      .  ,  ,   .  ,    ,    .   :      ,      .   ,     .        ,   ,    ,     ,    .

Keltner Channel      .  ,          ,   .   (EMA + ATR)      ?,           ?. EMA ( )    ,     . ATR (Average True Range)     ,   ,  .      ,     .     ,     ,    .

  :                 ?  2026 ,  80%   ,      ,      ,    .

 :    ,   

  ,  .      ,   .      ,   .

Keltner Channel      ,     .         :

1.  (),  EMA.

2.    (),  ATR.

,     XIX ,  ,    BRL/TRY.               -     : , , , , .

 Keltner Channel        ,   .   (   ATR)        (  )   forex-.        ,        .

     :       

     .    :

1.  ():       .   , ,       .      ,   .     ,   ,  ,   .        .

2.  ( ):     ,       .  :  ,    ,    ?      II,           ,   .         .

3.  ( ,  ):   .      ,   .            ,      .  ,  Keltner Channel    ,    ,     ,   -,     .

4.  (, ):       ,    .    Keltner Channel    ,    .       ,         .

      ,     ,         .




 I. :   KELTNER CHANNEL     





 1.   :     


    :  

1960 .   .     ,   .       ,  ,  .   , ,  .         (  ),       ,    .

  ,   :    .      .    ,        ,     .    ?    .      (High  Low),   10 ,     .       .

  How to Make Money in Commodities (1960)    .       .      ,   ,       .  :   .  ,          ,     .

:        

   30  .    , Bloomberg Terminals       .     ,         .

  ,           .       Average True Range (ATR)       ,  .  Simple Moving Average (SMA)   Exponential Moving Average (EMA)  ,     ,  ,      .

         .           .   ,   ,  .           ,     .

EMA  ATR:      

   ?     .

EMA (  )   , .   .   ,       . EMA    .     ,      .       (   SMA   ),      ( SMA   ).     ,    (),   ().    :      ?

ATR (  )   ,  .      ,      .  ATR     ,     .  ATR     . ATR   ,   .    .

 EMA  ATR  ,     :

  (EMA):   .

  (EMA  ATR * ):          ()   (ATR).

    .    .

    

  ,       :   . Keltner Channel      .

       ,  .    ,   .

             ,     .

       , FOMO (  ).

          ,     .

      .   ,    ,   .   :   .  :           ,     ,   .

     ,  ,   :     ()    (  ).  ,     .          .

 .  ,   ,      ,    ,     - ,   .




 2.   :  


   :  , , 

,    ,  ,       .       ,     . Keltner Channel    .      ,    ,     .

  (EMA)    .

  ,     , , .     ,  EMA ,       .    "   20 "   .     ,    ,    .    " ":     ,  ,    .

     .

  ,  ,    ,   .    ATR (Average True Range)   "" .    ( ),  .    ( ),  ,     .

      .

   :    ,     .     ,      .     ,    .      -  ,           .

    :

  = EMA(n) + (ATR(m) ? k)

  = EMA(n)

  = EMA(n)  (ATR(m) ? k),

 `n`   EMA, `m`   ATR, `k`   ( 1.5-2.5).

     ,   ,      . EMA    , ATR   ,   `k`      ,    " - ".

EMA vs SMA:     

         .     .

SMA (  )     .  20      ,  .   ,     . SMA  ,  ** .      ,     ,     ,  -  .

EMA ( )      .   ,   " " ,  "".      ,   ,   5-7    .

 EMA   Keltner Channel?       ,   .    ,    "" (non-markovian property)       ,   . EMA    .

 : ,    . SMA      ,    ,       ,  . EMA    ,     ,   .    ?

   ,  70%   ,     ,    . EMA        .

ATR:   .   

 EMA     ( ),  ATR       ( ).

ATR   .   .  :     ,    .  ATR     ,   .  ATR      .

 ATR  :         :

1.      

2.      

3.      

  ?             .   (High  Low)  , ATR  .         ,   ,     .

  ATR  :

1.     ATR  ,  .    .

2.     ATR  ,   .  .

3.  ATR       ,     .

4.   ATR        . - . ,  ,    .

  Keltner Channel ATR    .  ""   ( ATR),  ,      .   ,  ,     .

 :   ATR    

 `k`      ,   .  EMA  ATR   ,  `k`    ,   .

`k = 1.5`   -, ,  .       .   , .     ,     .           ,  .

`k = 2.0`   , .     "".       ,    .        , .

`k = 2.5`     , .        .    ,        .      ,  .        100      ,  .

 : ,     ,    ().  `k`     .  `k=1.5`  ,   .  `k=2.5`  ,     .

    ,   `k`    :

 ,    : `2.0-2.2`

  : `1.5-1.8`

    : `2.3-2.5`

    : `1.8-2.0`

 `k`     ,     .  : "   ?"     .

         

1. " ,  "  

  `k=1.0`,   ""  . : 90%   .     ,    . :    (20, 10, 2.0),  ,      .

2. "    " 

 ""   Bitcoin  2023 ,       Coca-Cola.         . :  " "    .   ,       .

3. "  5   !"   

  ATR           .     ,   . :  ATR    ,   .     10-14,    20-28.

4. "  50   "  

 EMA   ,   " ".    ,      . : EMA      . 20       .

5. " "  

   5-     .    ,    . :  " ? 4".      EMA(20),     EMA(80),  15-  EMA(320).      .

    ,    .   ,     ,        . Keltner Channel     ,   ""  .      ,   .




 3.    


     : , ,  

Keltner Channel     ,     ,     . ,     ,     .

 I:  (    )

  ,   .            ,  .       :      ,              .

 :    /  ,     /.

:     (  ).  ,  .

 :   .    ,    .  .

 II:  (    )

         .     ,  .      ,  , .

 :    ,       ,    EMA.

:    . " ,  ",   " ".

 : ,  .          EMA        .

 III:   (    )

   .        EMA.   (ATR ).    .

 :   (, -),    .   "".

:    .    .    .

 : ,  .       ,  ,    . ,    .

 Keltner Channel  ,         .    : "   ?"        ,      .

   ,    ?

  (-, -,  )   .    Keltner Channel     ,   ,   .

 1:       

 : "!  !"

  : ",    retail  ,    ?   .         ,  .   retail     ,     ,      ."

 2:       

 : "!  !"

  : " retail  ? ,         .    ,      .  ,   "".    ,      ."

 3:      

 : "!     !"

  : "    ?   - ?     , ,  retail   .    ,       ,    ."

 :       .       .   Keltner Channel    ,     ,    retail .

  ,        , :  , ,    .     : "    , retail       ?"

         

  (False Breakout)    ,       ,    .

  :

1.      .

2. Retail  ()  ""   .

3.     1-3 ,    .

4.     ,  ,    .

5.              "" ,     .

  ?

    .     :

   ( retail)   

 ""     

     ,   

   :    

1.  : "   ".              .    - .        .

2.  :     .     ,  ,    .                ,  " "   .

3.  :         .  "" .  "ATR/2":             ATR.

     :

      (    ),         . ?

            

       

 ,  ,      

       .       .     ,      .

 :      

     : "      ,        ".

Keltner Channel           :

1.   

      .  Keltner Channel   :

  EMA ()

      ( )

   ()

      ( ,   ,  )   .

2.       

 (  )     .   ,       . Keltner Channel      :

:        EMA    

:        EMA    

 ,          /.

3.     

     "" ,   . Keltner Channel   :  ,      .

:        5%  : " !"     Keltner Channel:       ,   EMA. ,    ,       .

    :

"  ,   .  ,    .         . Keltner Channel        .    ,     100 .  : '       60 /,  ,     '.  ."

 ,       (      ),     ,        . Keltner Channel      ,       .

   : Keltner Channel    .        .   ,          ,   " "  " "  , , , .             ,      .




 II.   :       





 4.    


 (20, 10, 2.0):   ,    

  EMA(20), ATR(10),  2.0       36.6C.  ,   ,        .

   :

     (Apple, Microsoft)    

 4-       

   Bitcoin    /   

    (VIX  15  25)

 :       " ". EMA(20)  ,   ,   ,   . ATR(10)     .  2.0  ,    85-90%         .

   :

1.   earnings season  

      8%,      2-3%. :      ,    "",         .   .

2.     ""

-     300%. ATR(10)     10 ,   7  .    2-3 ,    30 .       ,     .

3.      NFP (Non-Farm Payrolls)

 15:30    EURUSD  150   3 .     . ,  "",   ,   15         .

4.     ( ,  )

   .    0.5%   .    ,      .

 :   .   :

 A: Coca-Cola (KO),   1.2%,  ,  

 B: Tesla (TSLA),   4.5%, ,  

   (20, 10, 2.0):

 KO    95%     ,   

 TSLA     60-70%    ,   

:     ,   .   ,   ,     .

 : , , 

     ,     . ,    :    (),   (),   (   ).

1. :   

      .   :

  ? (  /  )

:     (D1)   EMA(20), :

  (H1): 20 ? (24  / 1 ) = EMA(480)   

 : EMA(20 ? 4) = EMA(80)  H1

 15- (M15): EMA(20 ? 16) = EMA(320)

   4?      6.5    , 24     4        " ".

  ( ):

: . 

EMA : 8-10

ATR : 6-8

: 2.5-3.0

:  

EMA : 15-20

ATR : 10-14

: 2.2-2.5

:  

EMA : 20

ATR : 10-14

: 2.0

: 4-

EMA : 40-60

ATR : 20-28

: 1.8-2.0

: 

EMA : 80-100

ATR : 40-60

: 1.5-1.8

: 

EMA : 80-100

ATR : 40-60

: 1.5-1.8

: 15-

EMA : 200-320

ATR : 100-160

: 1.2-1.5

: 5-

EMA : 400-480

ATR : 200-280

: 1.0-1.2

2. :  

     "",  :

 :  .  , .    ( 2.2-2.5),      .

 :     retail.  .  ** ** ( 1.8-2.0),     EMA (15-18)   .

:    retail.  .  ** ** ( 1.5-1.8)    ATR (6-8)   .

 :    .  ,     .   :       (2.3-2.8),     (1.8-2.2).

3. :  

   ,     .   :

   (VIX > 30  ATR  80- ):

   20-30% (,  2.0  2.4).

  ATR  30-40% ( 10  6-7),    .

    .



   (VIX < 15  ATR  20- ):

   15-20% ( 2.0  1.6-1.7).

  EMA  25% ( 20  25)   .

     .

-:      ATR(14)  20-  .  ATR          ,  .  ATR        .

 ,      ( )

 1:    95%   

:    TSLA   (20, 10, 2.0).            5  ,     .      ,     .

:      . ATR  10      .

:

1.    2.5-3.0.

2.   ATR  5-7   .

3.       : (18, 7, 2.8).



 2:    ,   

:   EURUSD   (20, 10, 2.0)   3-4      ,   .     20 ,   18 .

:        (, ).    .

:

1.    2.3-2.5.

2.   EMA  25-30   .

3.  ,    ,       .



 3:        

: Bitcoin  2   15%.     (20, 10, 2.0)   3-4%.  ,   ""  ,      .

:  ATR  ,        .

:

1.    ATR  4-6.

2.    1.8-2.0.

3.   ATR   .



 4:   ""   

:          .       3-4 ,    .

:  EMA,  ATR        .

:

1.   EMA  12-15.

2.   ATR  6-8.

3.     (1.7-1.9).



 :   5 

1.       100 

2.  Keltner Channel    

3.   :

      ?  >15   100     

     ?  <70%    ,  >95%   

      ( 1-2 )   ( 5+ )?

4.     

  :     2-4       .       .     .   ,    .




 5.  :     -


 : , , 

      .          ,        .        Keltner Channel.

 ()    

  : 70%    S&P 500      >0.5%

  :  , FDA approvals, M&A 

  Keltner Channel:   ""  . ATR,    ,     True Range,     .

 (Earnings)   

4       

     3-5   

: ,    ,     

     

 :     

:  ,       

 Keltner Channel:    "" ,     

 :             .  1-2      ""      .

     

1.     (SPY, QQQ, Apple, Microsoft)

 :  ,  ,  -.  , .

 :

 : EMA(22), ATR(14),  2.3

4- : EMA(66), ATR(42),  2.1

 : EMA(132), ATR(84),  1.9

:

  EMA (22  20)       -

  ATR (14  10)     

   (2.3  2.0)        ,  

   SPY ( ):

  = EMA(22) + (ATR(14) ? 2.3)

  = EMA(22)

  = EMA(22)  (ATR(14) ? 2.3)

 :

        .

-   .

-     1 ATR.



2.   (Tesla, Nvidia,  IPO)

 :  , -, retail-.  ,  ,  .

 :

 : EMA(18), ATR(8),  1.8

4- : EMA(54), ATR(24),  1.6

 : EMA(108), ATR(48),  1.4

:

  EMA (18  20)      .

 ATR (8  10)      .

   (1.8  2.0)      . ,  

 :     ATR    (  ).      .

: Tesla (TSLA)   :

//  ATR

expATR = EMA(TR, 8) // TR = True Range

  = EMA(18) + (expATR ? 1.8)

 :

      .

   (50%   , 50%    EMA).

  (2.5-3 ATR).



3.  - (GameStop, AMC, ""   WallStreetBets)

 : Retail-, ,  squeeze.  , , FOMO.

  (  !):

 : EMA(15), ATR(5),  1.5

4- : EMA(45), ATR(15),  1.3

 : EMA(90), ATR(30),  1.1

   "" :

EMA(10), ATR(3),  1.2

:    ,    

:

       .

       100%+      .

 :   3-5     .

: GameStop   squeeze ( ):

  = EMA(90) + (ATR(30) ? 1.1)

//        

//      



  ( !):

  .

   0.5%    .

  Stop-Limit  ( Market!).

    .



:      (EPS)

:  Nvidia (NVDA)    .

   (T-1):

   : EMA(25), ATR(10),  2.8.

   ,   .

  !    ,   .



  (T):

  ( ):

,  .

        reference point.



   ( ):

    15   !   .

   5- .



  ( ):

1.   :

  > 5% ?     : EMA(12), ATR(6),  1.6.

  > 5% ? ,    .

 < 2% ?    ,  .

2.   :

  :           .

   :    EMA    .

3.    (NVDA,   8%):

 : $450.

  : $486 ( +8%).

 30 :    $495,  .

 : $488 (    +  ).

-: $483 (   30 ).

- 1: $505 (   1 ATR).

- 2: $520 (    ).



    (T+1):

      .

:     ?     .

  T+1  "" .

  :

65%         .

25%      .

10%  .

:        : 70-75%  .



   :

" 30     .  2   -. ,    retail.             ."




 6. :    


 Keltner Channel    24/7

       Keltner Channel    :

1.   24/7/365

    (    ).

  ,  .

ATR   "" ,     .



2.  

Bitcoin      60-90  .

    2-3  ,   .

Keltner Channel     .



3.    ,   

  Bitcoin: 3-5% ( 0.5-1%  ).

 ATR      .

:       .



4.   

70-80%      .

   .

Keltner Channel  "" .



5.    " "

  earnings season.

  .

 " "  .

 :  2017 ,     Bitcoin  $1,000  $20,000, Keltner Channel   (20, 10, 2.0)       94  .          .

-    

1.    ( )

:  ,  ,  ( )  .

  ( ):

Bitcoin (BTC): EMA(20), ATR(14),  1.8.

Ethereum (ETH): EMA(18), ATR(12),  1.7.

:

  ATR (14)  BTC    .

   (1.8 vs 2.0  )    ,  .

 :   !       $10,000  $60,000    .

     :

)   (BTC  ):

EMA(15), ATR(10),  1.6.

:     ,    .

)   (BTC ):

EMA(25), ATR(20),  2.0.

:      ,    .

)  ():

EMA(22), ATR(8),  2.2.

:    "",       .

  BTC ( ):

: $45,000.

: EMA(15), ATR(10),  1.6.

ATR(10) = $1,800 (4% ).

  = EMA + ($1,800 ? 1.6) = EMA + $2,880.

  = EMA  $2,880

   :       EMA.

:   .

-:    ().



2.  (   )

:  ,  ,  Bitcoin ("").

  (   -20 ):

Cardano (ADA), Polkadot (DOT): EMA(12), ATR(7),  1.4.

  (Solana, Avalanche): EMA(10), ATR(5),  1.3.

 :    Bitcoin

  (>0.7):     BTC,     0.2 .

  (<0.3):   ,   .



   (   BTC):

EMA(8), ATR(4),  1.2.

  4-   !

 :   2-3   .



   "  ":

//     

baseMultiplier = 1.4

volumeRatio = _ / __20_

if volumeRatio > 2:

dynamicMultiplier = baseMultiplier ? 0.7 //     

else:

dynamicMultiplier = baseMultiplier

  = EMA(12) + (ATR(7) ? dynamicMultiplier)



   (Solana   ):

: $150.

 : $500M.

 : $1.2B (volumeRatio = 2.4).

: EMA(8), ATR(4),  = 1.2 ? 0.7 = 0.84.

ATR(4) = $12 (8% ).

   $20 ( $28   ).

:      > $1B =  .



3. - ( )

:  - (Dogecoin, Shiba Inu  )    ,    .

    :

5- : EMA(50), ATR(25),  0.8

15- : EMA(100), ATR(50),  0.9

 : EMA(200), ATR(100),  1.0



   :

-    100%+  .

    .

        -  .



    -:

1.   :

if (__ > 1000  sentiment > 0.7):

_ = true

else:

_ = true



2.  :

 : $50M    .

   : $10M.



3.  :

      (14:00-22:00 UTC).

   (02:00-08:00 UTC).

   (  !):

-:    .

: $0.0001.

  2 : $200M (  $5M).

: 5-, EMA(50), ATR(25),  0.8.

:  5     ,   

: $0.00012.

  47 : $0.00018 (+50%).

: 90%     .



       FOMO

   ,     . Keltner Channel         "".

 1:  

:       20- .

python

#   

def is_valid_signal(price_breakout, current_volume):

avg_volume_20d = average(volume[-20:]) #    20 

volume_ratio = current_volume / avg_volume_20d

if price_breakout and volume_ratio > 1.5:

return True #    

elif price_breakout and volume_ratio < 0.7:

return False #     =  

else:

return False #     



 2:    

 ""   15-45 .    .

 15- :  3  (45 )   .

  :  2  (2 ) .

  :  1   +    .



 3:   Bitcoin

 Bitcoin  ,    ""    .

if (BTC_trend == "range" and Altcoin_breakout == True):

probability_of_manipulation = 85%

action = "ignore_signal"

elif (BTC_trend == "trending" and Altcoin_breakout == True):

probability_of_real_breakout = 70%

action = "consider_entry"



 4:    

   (DEX)       .

min_liquidity = {

"BTC": 100_000_000, # $100M

"ETH": 50_000_000, # $50M

"Top-20 alts": 10_000_000, # $10M

"Other alts": 5_000_000, # $5M

"Memecoins": 2_000_000 # $2M ( )

}

if current_liquidity < min_liquidity[asset_type]:

ignore_all_signals = True



 5:     

       .     .

market_order_ratio = market_orders_volume / total_volume_1h

if market_order_ratio > 0.8: #80%   

#   

signal_strength = signal_strength ? 0.3

elif market_order_ratio < 0.3: #  

#  

signal_strength = signal_strength ? 1.2



 :   

1.  5      .

2. ,      .

3.  -  3-5 .

4.   ,   -.



 -  Bitcoin:

     2  .

    20   50%.

BTC     ( ).

VIX < 25 (  ).

    (FOMC, CPI ).

    5    .




 7. FOREX:     


 : , -, 

        ,       ,      .

   Forex:

1.  

EUR/USD = 1.10 : 1  1.10 .

    ,    .

:   Forex    .



2.  

80%   20%     .

 : NFP, CPI,  , GDP.

:  Forex   ,   "".



3.  

  (, , ): 00:00-09:00 .

  (, ): 08:00-17:00 .

  (-, ): 15:00-24:00 .

      .

  :

  EUR/USD: 70-90  (0.7-0.9%).

  NFP: 150-250  (1.5-2.5%).

   : 60-70% (,   ).

  : 15-25  .

     

   :

1.   (  Keltner Channel):

EUR/USD, GBP/USD, USD/JPY.

:    3-6 .

 : D1, H4.



2.   ( ):

EUR/CHF, AUD/NZD.

:    .

 : H1, M30  .



3.   (  ):

USD/TRY, USD/ZAR, EUR/SEK.

:  ,  .

 .



   Forex:

:  (MN)

  :  .

 :   .

:  (W1)

  :  .

 : EUR/USD, GBP/USD

:  (D1)

  :   .

 :  , .

: 4- (H4)

  :  .

 : EUR/USD, USD/JPY

:  (H1)

  : .

 :  .

: 15- (M15)

  : , .

 :   .

 :  Forex     :

 (D1  H4)   .

 (H1  M15)    .



     

1.  (EUR/USD, GBP/USD, USD/JPY, AUD/USD)

 :  ,  ,  .

   D1:

EUR/USD: EMA(20), ATR(14),  2.0

GBP/USD: EMA(18), ATR(12),  1.9 ( )

USD/JPY: EMA(22), ATR(16),  2.1 (   )

AUD/USD: EMA(20), ATR(14),  1.8 (   )




  .


   .

   ,     (https://www.litres.ru/pages/biblio_book/?art=73245008)  .

      Visa, MasterCard, Maestro,    ,   ,     ,  PayPal, WebMoney, ., QIWI ,       .


