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Ingredients for Responsible Machine Learning: A Commented Review of The Hitchhiker’s Guide to Responsible Machine Learning
In The hitchhiker’s guide to responsible machine learning , Biecek, Kozak, and Zawada (here BKZ) provide an illustrated and engaging step-by-step...
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Two sample tests for Semi-Markov processes with parametric sojourn time distributions: an application in sensory analysis
Develo** statistical approaches that are able to compare the probability law of qualitative trajectories can be of real interest in many fields of...
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Correlation
Moneyball is a 2011 movie about baseball and statistics. A movie about statistics that received six Academy Award nominations: best picture, best...
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Investigating heterogeneity in meta-analysis of studies with rare events
In many meta-analyses, the variable of interest is frequently a count outcome reported in an intervention and a control group. Single- or double-zero...
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Research on Hamacher Operations for q-rung Orthopair Fuzzy Information
Research on q-rung orthopair fuzzy information aggregation serves as a significant part of the q-rung orthopair fuzzy set theory. Note that the...
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The MOGN Distribution Applied to Medical Imagery Processing
The generalized normal (GN) distribution is one of the most used models for imagery feature processing. Alternatives more flexible than the GN are...
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A hybrid landmark Aalen-Johansen estimator for transition probabilities in partially non-Markov multi-state models
Multi-state models are increasingly being used to model complex epidemiological and clinical outcomes over time. It is common to assume that the...
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Fast generation of Gaussian random fields for direct numerical simulations of stochastic transport
We propose a novel discrete method of constructing Gaussian Random Fields based on a combination of modified spectral representations, Fourier and...
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Population Statistics and the Final Solution Under National Socialism
National Socialist rulers in Germany used census results for the planning and implementation of the Holocaust between 1933 and 1945. The Holocaust...
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Wim van der Linden
Wim J. van der Linden is professor emeritus of measurement and data analysis at the University of Twente and was president of the Psychometric...
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A statistical learning view of simple Kriging
In the Big Data era, with the ubiquity of geolocation sensors in particular, massive datasets exhibiting a possibly complex spatial dependence...
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Testing the equality of a large number of populations
Given k independent samples with finite but arbitrary dimension, this paper deals with the problem of testing for the equality of their distributions...
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A Note on the Dependence Structure of Hierarchical Completely Random Measures
Hierarchical models offer a principled framework to make inference and predictions on different (groups of) observations by leveraging their common...
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A test procedure for distinguishing logarithmically decaying tail from polynomially decaying tail
A new statistical test is proposed to distinguish between the distributions having logarithmically decaying upper tail from polynomially decaying...
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The estimations under power normalization for the tail index, with comparison
It is well known that the max-stable laws under power normalization attract more distributions than that under linear normalization. This fact...
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Different Views of Interpretability
Interpretability, in the context of machine learning, means understanding the predictions made by the machine learning algorithm, with the aim to...
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A universal approach to estimate the conditional variance in semimartingale limit theorems
The typical central limit theorems in high-frequency asymptotics for semimartingales are results on stable convergence to a mixed normal limit with...
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Good Clinical Practice
Good clinical practice (GCP) is an international quality standard that is provided by the International Council on Harmonization (ICH), an...
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Limit laws for the diameter of a set of random points from a distribution supported by a smoothly bounded set
We study the asymptotic behavior of the maximum interpoint distance of random points in a d -dimensional set with a unique diameter and a smooth...
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What drives population ageing? A cointegration analysis
While “classical” demography imputes population ageing to low fertility, a recent “revisionist” line of thinking signals the emergence of ageing...
