Technical Analysis for Algorithmic Pattern Recognition

Business & Finance, Economics, Econometrics, Finance & Investing, Finance
Cover of the book Technical Analysis for Algorithmic Pattern Recognition by Achilleas D. Zapranis, Prodromos E. Tsinaslanidis, Springer International Publishing
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Author: Achilleas D. Zapranis, Prodromos E. Tsinaslanidis ISBN: 9783319236360
Publisher: Springer International Publishing Publication: October 31, 2015
Imprint: Springer Language: English
Author: Achilleas D. Zapranis, Prodromos E. Tsinaslanidis
ISBN: 9783319236360
Publisher: Springer International Publishing
Publication: October 31, 2015
Imprint: Springer
Language: English

The main purpose of this book is to resolve deficiencies and limitations that currently exist when using Technical Analysis (TA). Particularly, TA is being used either by academics as an “economic test” of the weak-form Efficient Market Hypothesis (EMH) or by practitioners as a main or supplementary tool for deriving trading signals. This book approaches TA in a systematic way utilizing all the available estimation theory and tests. This is achieved through the developing of novel rule-based pattern recognizers, and the implementation of statistical tests for assessing the importance of realized returns. More emphasis is given to technical patterns where subjectivity in their identification process is apparent. Our proposed methodology is based on the algorithmic and thus unbiased pattern recognition. The unified methodological framework presented in this book can serve as a benchmark for both future academic studies that test the null hypothesis of the weak-form EMH and for practitioners that want to embed TA within their trading/investment decision making processes.      ​

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

The main purpose of this book is to resolve deficiencies and limitations that currently exist when using Technical Analysis (TA). Particularly, TA is being used either by academics as an “economic test” of the weak-form Efficient Market Hypothesis (EMH) or by practitioners as a main or supplementary tool for deriving trading signals. This book approaches TA in a systematic way utilizing all the available estimation theory and tests. This is achieved through the developing of novel rule-based pattern recognizers, and the implementation of statistical tests for assessing the importance of realized returns. More emphasis is given to technical patterns where subjectivity in their identification process is apparent. Our proposed methodology is based on the algorithmic and thus unbiased pattern recognition. The unified methodological framework presented in this book can serve as a benchmark for both future academic studies that test the null hypothesis of the weak-form EMH and for practitioners that want to embed TA within their trading/investment decision making processes.      ​

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