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)
В основу исследования легли данные из публичных и частично публичных мониторингов
различных алготрейдинговых проектов, которые привлекают инвесторов при помощи
систем копирования, протокола API и передачи средств в доверительное управление. В
исследуемую группу попали более 160 проектов при условии, что достоверно известно о
том, что к ним подключен или был подключен за время наблюдения хотя бы один инвестор,
а также открыто подключение и для других участников рынка. Также в исследуемой группе
есть несколько крупных игроков из фондового рынка и Forex - были добавлены для сравнения
показателей. Исследование ведется начиная с мая 2021 года.
Mediana Research - исследовательская компания, изучающая рынок алгоритмического
трейдинга более 6 лет. Компания нацелена на создание продуктов, которые помогают всем
участникам рынка принимать инвестиционные решения, основываясь на объективных
данных. В основу исследований ложатся исключительно проверенные данные из открытых
источников, что повышает уровень доверия к создаваемым продуктам.
Данные, представленные в статье, могут быть использованы публично при
указании цитаты и ссылки на данный ресурс.