Costruzione
Le medie mobili semplici (SMA) e quelle esponenziali (EMA) hanno una costruzione differente tra loro dato dal calcolo puramente matematico che le differenzia.
La costruzione della SMA avviene in questo modo:
SMA = (Prezzo chiusura Oggi + Prezzo chiusura di Ieri + n. Prezzi chiusura prendendo i dati nel passato) / numero delle osservazioni
Ipotizziamo un prezzo di chiusura di oggi pari a 51$ ed un prezzo di chiusura di ieri pari a 50$, possiamo calcolare la SMA
SMA = (51 + 50) / 2 = 50,5 $
Le EMA attribuiscono maggiore influenza ai numeri recenti e una minore influenza ai dati più vecchi, in virtù di una variabile di ponderazione nel calcolo. Ciò le rende più sensibili alle variazioni di prezzo e finisce anche per uniformare la linea.
Le medie mobili esponenziali (EMA) abbisogna dei seguenti dati:
- Prezzo di chiusura di oggi (ipotizziamo 51$)
- Prezzo di chiusura di ieri (ipotizziamo 50$)n = Periodo osservato (ipotizziamo 2 sedute)
- K = Moltiplicatore esponenziale
Il fattore di moltiplicazione K sarà uguale a : K = 2/ (1 + n ) = 2 / (1 + 2) = 0,667
Calcolare la EMA2 = (Prezzo di oggi x moltiplicatore) + [EMA di ieri x (1 – moltiplicatore)]
EMA2 = (51 x 0,667) + (50 x 0,333) = 34,17 + 16,65
EMA2 = $ 50,667
Possiamo osservare fin da subito che le EMA sono più vicine ad i prezzi correnti rispetto alle SMA. Aumentando il numero di osservazioni, questa differenza a volte risulta molto ampia.
Lunghezze e tempi
La lunghezza della media mobile dipende dall’orizzonte temporale del trader e dagli obiettivi analitici ricavati dagli studi grafici.
Le medie mobili brevi (5-20 periodi) sono più adatte per le tendenze e il trading a breve termine.
I trader interessati alle tendenze a medio termine optano per medie mobili più lunghe che potrebbero estendere 20-60 periodi.
Gli investitori a lungo termine preferiranno medie mobili con 100 periodi con particolare attenzione a quella a 200 periodi.
Alcune medie mobili semplici (SMA) sono abbastanza popolari, tra cui la 20, la 50 e la 200 periodi, spesso utilizzate per gli studi grafici anche contemporaneamente.
Per le EMA invece, è opportuno rifarsi alla sequenza di Fibonacci che vede come valori utilizzati frequentemente 8, 13, 21, 34, 55, 89, 144 e 233.
L’utilizzo della SMA o della EMA attiene al proprio metodo e stile di Trading, perciò non è inusuale vedere uno stesso grafico studiato con uno strumento piuttosto che un altro. Il trader utilizza appunto il metodo a lui più congeniale.
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Le tre medie mobili di maggior utilizzo rappresentate sullo stesso grafico : SMA20, SMA50, SMA200