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Shaleen Swarup
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Published in Towards Data Science

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Anomaly Detection with GESD (Generalized Extreme Studentized Deviate) in Python

Understand GESD and implement it in Python — Anomaly detection plays a very important role in a wide variety of use cases. Typically, anomalous data can be connected to some kind of problem or rare event such as e.g. bank fraud, medical problems, structural defects, malfunctioning equipment, etc. This connection makes it very interesting to be able to…

Anomaly Detection

6 min read

Anomaly Detection with Generalized Extreme Studentized Deviate in Python
Anomaly Detection with Generalized Extreme Studentized Deviate in Python

Published in Towards Data Science

·May 23, 2021

Understanding Causal Inference with Synthetic Control method and implementing it in Python

Understanding Synthetic Control with an example — What is Synthetic Control? Synthetic Control has been described as the “most important development in program evaluation in the last decade” (Atheyand Imbens 2016). The synthetic control method is a statistical method used to evaluate the effect of an intervention in comparative case studies. It involves the construction of a weighted combination of groups…

Causal Inference

11 min read

Causal Inference with Synthetic Control in Python
Causal Inference with Synthetic Control in Python
Shaleen Swarup

Shaleen Swarup

Business Intelligence Engineer II at Amazon

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