Patrick Krennmair
Patrick Krennmair
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R package SAEforest
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Recent & Upcoming Talks
2022
SAE 2022 - Small Area Estimation of (Non-Linear) Indicators Using Mixed Effects Random Forests
I discuss a SAE method for the estimation of non-linear poverty and inequality indicators based on MERFs. We apply the method to a consumption survey in Mozambique.
May 23, 2022 — May 27, 2022
University of Maryland / Online
DAGStat 2022 - Analysing Opportunity Cost of Care Work using MERFs under Aggregated Census Data
I summarized current findings of the use of Mixed Effects Random Forests under limited auxilliary information.
Mar 28, 2022 — Apr 1, 2022
UKE Hamburg Eppendorf
2021
SAE 2021 - Using Random Forests in Small Area Estimation
I presented current findings of the use of Mixed Effects Random Forests for Small Area Estimation.
Sep 20, 2021 — Sep 24, 2021
Online
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