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Estrategias de inversión en divisas

Las divisas son uno de los mercados más grandes y más líquidos del mundo. Veinticuatro horas al día, todos los días de la semana, los inversores negocian miles de millones de dólares, euros, francos suizos, yenes, entre otros. Estos inversionistas usan una variedad de estrategias para maximizar sus ganancias o para mitigar los riesgos. Muchas de estas estrategias son complejas, pero a menudo tienen bases simples.

La estrategia más básica en el intercambio de divisas es simple. La cobertura de la moneda extranjera no está diseñada para generar beneficios. En su lugar, está destinado a bloquear las ganancias. Cuando los inversionistas tienen ciertos activos o pasivos denominados en diferentes monedas, las fluctuaciones monetarias pueden afectar sus beneficios de manera impredecible.

Estos inversores suelen usar cobertura para equilibrar este riesgo: si un inversor espera un gran pago en yenes el año que viene, puede hacer una apuesta a que el yen caerá en valor. Si el yen cae, el pago será menor, pero la apuesta valdrá la pena para compensar y viceversa.

Macro estrategias

Muchos de los inversores en divisas utilizan una macro estrategia global. Se trata de identificar tendencias de la divisa a largo plazo sobre la base de las políticas económicas y el rendimiento de los países que estudian. Por ejemplo, un inversor podría decidir si el déficit del gobierno de los  Estados Unidos va a exigir que el gobierno pida prestado o imprima más dinero. Esto podría conducir a un valor del dólar aún más bajo. Este inversor podría apostar que el dólar estadounidense reducirá su valor en comparación a otras divisas.

El análisis técnico utiliza las señales de precios y de volumen para determinar cuándo comprar y vender sus inversiones. Los inversores utilizan estas estrategias con el objetivo de observar los gráficos de rendimiento reciente de los precios y usar esto para adivinar lo que nos depara el futuro para un determinado activo.

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×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×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” 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Un inversor puede determinar, por ejemplo, que el euro tiene un fuerte impulso, y con esta información, podría invertir en esta divisa para beneficiarse de esta tendencia. Otro de los inversores podría notar que el yen siempre ha cambiado de dirección cuando llega a una cierta tasa de cambio en comparación con el dólar y podría apostar por esta tendencia.

Otra estrategia ampliamente utilizada por muchos inversionistas es el uso de programas o software en los que agregan grandes cantidades de datos del mercado de divisas con el fin de encontrar patrones.

Un analista cuantitativo podría determinar que los aumentos repentinos en el valor de una moneda en relación con otra, pueden verse repetidos en muchas ocasiones. Este inversor tendría que, en la mayoría de las veces, apostar en contra de esa moneda si se disparó en el precio. Otro programa puede determinar que existen casos en los que dos monedas se correlacionan fuertemente y apostarían con mucha confianza que si esta correlación se rompe, con el tiempo se va a restaurar.

Debe recordar siempre que el mercado de divisas está en constante fluctuación, y es por esto que necesita comprender de forma absoluta todos los términos utilizados en este mercado.

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