Confidence distributions for change-points and regime shifts

C Cunen, G Hermansen, NL Hjort - Journal of Statistical Planning and …, 2018 - Elsevier
Abstract Suppose observations y 1,…, yn stem from a parametric model f (y, θ), with the
parameter taking one value θ L for y 1,…, y τ and another value θ R for y τ+ 1,…, y n. This …

Tracking the evolution of literary style via Dirichlet–multinomial change point regression

GJ Ross - Journal of the Royal Statistical Society Series A …, 2020 - academic.oup.com
It is typical in stylometry to assume that authors have a unique writing style which is common
to all their published writings and is constant over time. Based on this assumption, statistical …

[PDF][PDF] Authorship attribution and statistical text analysis

RM Dabagh - Metodoloski zvezki, 2007 - old.stat-d.si
In the study of ancient literature, a major problem is to deal with uncertain authorship.
Ambiguity about authorship is not limited to the works from remote era. Different reasons …

Diversity of vocabulary and homogeneity of literary style

A Riba, J Ginebra - Journal of Applied Statistics, 2006 - Taylor & Francis
To help settle the debate around the authorship of Tirant lo Blanc, we analyse the evolution
of the diversity of the vocabulary used in that book, as measured through eight different …

Change-Point Detection in a High-Dimensional Multinomial Sequence Based on Mutual Information

X Xiang, B Jin, Y Wu - Entropy, 2023 - mdpi.com
Time-series data often have an abrupt structure change at an unknown location. This paper
proposes a new statistic to test the existence of a change-point in a multinomial sequence …

[HTML][HTML] Bayesian Analysis of the Heterogeneity of Literary Style

M Font, X Puig, J Ginebra - Revista Colombiana de Estadística, 2016 - scielo.org.co
We proposed statistical analysis of the heterogeneity of literary style in a set of texts that
simultaneously use different stylometric characteristics, like word length and the frequency of …

Revisiting Authorship Attribution of Tirant lo Blanc Using Parts of Speech n-grams

Y Kawasaki - Proceedings of the Joint 3rd International …, 2023 - aclanthology.org
Tirant lo Blanc (TLB) is a masterpiece of medieval Catalan chivalric romance. Regarding its
authorship, two hypotheses exist: the single-authorship hypothesis claims in agreement with …

Non-parametric change-point detection using string matching algorithms

O Johnson, D Sejdinovic, J Cruise, A Ganesh… - arXiv preprint arXiv …, 2011 - arxiv.org
Given the output of a data source taking values in a finite alphabet, we wish to detect change-
points, that is times when the statistical properties of the source change. Motivated by ideas …

Outlier detection for multivariate categorical data

X Puig, J Ginebra - Quality and Reliability Engineering …, 2018 - Wiley Online Library
The detection of outlying rows in a contingency table is tackled from a Bayesian perspective,
by adapting the framework adopted by Box and Tiao for normal models to multinomial …

Non-parametric change-point estimation using string matching algorithms

O Johnson, D Sejdinovic, J Cruise, R Piechocki… - … and Computing in …, 2014 - Springer
Given the output of a data source taking values in a finite alphabet, we wish to estimate
change-points, that is times when the statistical properties of the source change. Motivated …