Robust Methods for Anomaly Detection in Econometrics

Name: Robust Methods for Anomaly Detection in Econometrics
Brand: IGI Global
SKU: 9798337382975
Price: 1030.98 PLN
Availability: InStock

Autor: Mohieddine Rahmouni

Język:

Oprawa: Twarda

Wydawca: IGI Global

Dostępność: Dostępna u dostawcy

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Anomaly detection plays a critical role in econometrics by identifying unusual patterns and data irr...

Informacje o książce

Autor

Mohieddine Rahmouni

Język

Angielski

Oprawa

Książka - Twarda

Data wydania

2026

strony

600

EAN

9798337382975

Enbook ID

51334436

Wydawca

IGI Global

Waga

1250

Wymiary

178 x 254 x 33

Pełny opis

Anomaly detection plays a critical role in econometrics by identifying unusual patterns and data irregularities that can distort inference and lead to misleading conclusions. Economic data is often noisy and affected by reporting errors and rare but impactful events, making traditional detection methods insufficient. Robust methods for anomaly detection seek to address these challenges by remaining reliable while preserving interpretability and statistical validity. Developing and applying such methods is essential for improving the accuracy of econometric analysis and supporting sound economic policy and decision-making. Robust Methods for Anomaly Detection in Econometrics explores innovations surrounding anomalous observations in modern quantitative research. It examines influential observations in complex, high-volume, and high-velocity data settings. Covering topics such as econometrics, robust methods, and research, this book is an excellent resource for academicians, researchers, policy makers, software engineering, and graduate students.

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