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What is ATM Cash Withdrawal Forecasting about?

This document summarizes an analysis of ATM cash withdrawal forecasting using calendar effects and model combination. Key points include: 1) The goal is to predict withdrawal amounts from 10,626 ATMs over the next 7 days using historical data from 83 days. 2) Exploratory data analysis found weekly and monthly seasonal patterns including higher withdrawals on paydays, weekends, and the first/last weeks of the month. 3) Various preprocessing techniques were tested, including lag features, dummy variables

Author

widi learning email

Language

EN