Search Results for author: Agnieszka Werpachowska

Found 3 papers, 2 papers with code

Prediction intervals for neural network models using weighted asymmetric loss functions

no code implementations9 Oct 2022 Milo Grillo, Yunpeng Han, Agnieszka Werpachowska

We propose a simple and efficient approach to generate a prediction intervals (PI) for approximated and forecasted trends.

Prediction Intervals

Forecasting the impact of state pension reforms in post-Brexit England and Wales using microsimulation and deep learning

1 code implementation6 Feb 2018 Agnieszka Werpachowska

We employ stochastic dynamic microsimulations to analyse and forecast the pension cost dependency ratio for England and Wales from 1991 to 2061, evaluating the impact of the ongoing state pension reforms and changes in international migration patterns under different Brexit scenarios.

Econometrics General Finance

Microsimulations of demographic changes in England and Wales under different EU referendum scenarios

1 code implementation15 Jun 2016 Agnieszka Werpachowska, Roman Werpachowski

The migration patterns between England and Wales and the remaining EU countries are modified according to the possible scenarios of their future relations.

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