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Counting and Exploring Sizes of Markov Equivalence Classes of Directed Acyclic Graphs
Directed acyclic graphs Markov equivalence class Size distribution Causal- ity
2016/1/26
When learning a directed acyclic graph (DAG) model via observational data, one gener-ally cannot identify the underlying DAG, but can potentially obtain a Markov equivalence class. The size (the numbe...
Counting and Exploring Sizes of Markov Equivalence Classes of Directed Acyclic Graphs
Directed acyclic graphs Markov equivalence class Size distribution Causal- ity
2016/1/20
When learning a directed acyclic graph (DAG) model via observational data, one gener-ally cannot identify the underlying DAG, but can potentially obtain a Markov equivalence class. The size (the numbe...
Counting solutions to binomial complete intersections
Affine systems algebraically closed field characteristics of zero
2014/12/25
We study the problem of counting the total number of affine solutions of a system of n binomials in n variables over an algebraically closed field of characteristic zero. We show that we may decide in...
Counting processes for correlated binary responses
Continuous-time Markov process dependent Bernoulli trials developmental toxicity famil-ial disease clustering probabilistic embedding teratology
2013/6/14
We propose a class of continuous-time Markov counting processes for analyzing correlated binary data and establish a correspondence between these models and sums of dependent Bernoulli random variable...
Distinct counting with a self-learning bitmap
Distinct counting sampling streaming data bitmap
2011/7/19
Counting the number of distinct elements (cardinality) in a dataset is a fundamental problem in database management. In recent years, due to many of its modern applications, there has been significant...
Fractional counting of authorship to quantify scientific research output
Fractional counting authorship quantify scientific research output
2011/7/6
We investigate the problem of counting co-authorhip in order to quantify the impact and relevance of scientific research output through normalized \textit{h-index} and \textit{g-index}.
Compound Markov counting processes and their applications to modeling infinitesimally over-dispersed systems
continuous time counting Markov process birth-death process environmental stochasticity infinitesimal over-dispersion
2010/3/11
We propose an infinitesimal dispersion index for Markov counting processes. We show that, under standard moment
existence conditions, a process is infinitesimally (over-) equi-dispersed if, and only ...
FORTY-THREE AND COUNTING: EEOC’S CHALLENGES AND SUCCESSES AND EMERGING TRENDS IN THE EMPLOYMENT ARENA
EEOC’S CHALLENGES SUCCESSES EMERGING TRENDS
2009/11/13
“Injustice anywhere is a threat to justice everywhere. We are
caught in an inescapable network of mutuality, tied in a single
garment of destiny. Whatever affects one directly, affects all
indirect...
Statistical Analysis for Longitudinal Counting Data in the Presence of a Covariate Considering Different
Statistical Analysis Longitudinal Counting Data
2009/9/17
Statistical Analysis for Longitudinal Counting Data in the Presence of a Covariate Considering Different "Frailty" Models。