Technical Issues in the Interpretation of S-values and Their Relation to Other Information Measures

08/29/2020
by   Zad Rafi, et al.
0

An extended technical discussion of S-values and unconditional information can be found in Greenland, 2019. Here we briefly cover several technical topics mentioned in our main paper, Rafi Greenland, 2020: Different units for (scaling of) the S-value besides base-2 logs (bits); the importance of uniformity (validity) of the P-value for interpretation of the S-value; and the relation of the S-value to other measures of statistical information about a test hypothesis or model.

READ FULL TEXT

page 1

page 2

page 3

page 4

research
03/01/2022

A safe Hosmer-Lemeshow test

This technical report proposes an alternative to the Hosmer-Lemeshow (HL...
research
01/10/2020

PIR Codes with Short Block Length

In this work private information retrieval (PIR) codes are studied. In a...
research
02/06/2022

Unnormalized Measures in Information Theory

Information theory is built on probability measures and by definition a ...
research
07/23/2021

Joint Shapley values: a measure of joint feature importance

The Shapley value is one of the most widely used model-agnostic measures...
research
08/08/2018

The roll call interpretation of the Shapley value

The Shapley value is commonly illustrated by roll call votes in which pl...
research
06/27/2023

Identifying Practical Challenges in the Implementation of Technical Measures for Data Privacy Compliance

Modern privacy regulations provide a strict mandate for data processing ...
research
06/14/2021

On Declare MAX-SAT and a finite Herbrand Base for data-aware logs

This technical report provides some lightweight introduction motivating ...

Please sign up or login with your details

Forgot password? Click here to reset