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aggutils (version 1.0.2)

Utilities for Aggregating Probabilistic Forecasts

Description

Provides several methods for aggregating probabilistic forecasts. You have a group of people who have made probabilistic forecasts for the same event. You want to take advantage of the "wisdom of the crowd" and combine these forecasts in some sensible way. This package provides implementations of several strategies, including geometric mean of odds, an extremized aggregate (Neyman, Roughgarden (2021) ), and "high-density trimmed mean" (Powell et al. (2022) ).

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Install

install.packages('aggutils')

Monthly Downloads

350

Version

1.0.2

License

MIT + file LICENSE

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Maintainer

Molly Hickman

Last Published

August 22nd, 2023

Functions in aggutils (1.0.2)

soften_mean

Soften the mean.
trim

Trimmed mean
geoMeanOfOddsCalc

Geometric Mean of Odds
geoMeanCalc

Geometric Mean
hd_trim

Highest-Density Trimmed Mean
neymanAggCalc

Neyman Aggregation (Extremized)
preprocess

Preprocessing function for agg methods