Data Science Symposium - Statistical Analysis of Distributional Data

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Book of Abstracts

Program

TimeSpeaker / Title
09:20–09:30Boris Béranger (UNSW Sydney)
Opening remarks
09:30–10:00Lynne Billard (University of Georgia)
Analyses of Contemporary Data Sets
10:00-10:30Jennifer Le-Rademacher (Mayo Clinic)
Symbolic Data Methods for Evaluating Center-Level Factors in Care Delivery Research.
10:30-11:00Break
11:00-11:30Hanlin Shang (Macquarie University)
Visualizing and forecasting subnational life-table death counts: Gap forecasting methods.
11:30-12:00Jake Olivier (UNSW Sydney)
Meta-analysis using the Ex-Gaussian Distribution.
12:00-12:30Takuro Matsubara (Univeristy of Sydney)
Wasserstein Exponential Smoothing
12:30-13:30Lunch
13:30-14:00S. Yaser Samadi (Southern Illinois University)
Heteroscedastic Interval-Valued Autoregressive Models
14:00-14:30Jaejik Kim (Sungkyunkwan University)
Random Forests for Histogram-valued Responses with Symbolic Mixed-type Predictors
14:30-15:00Conor Murphy (UNSW Sydney)
Bayesian mixture models for ultrafine particle concentrations using histogram-valued data
15:00-15:30Break
15:30-16:00Jiazhen Xu (Macquarie University)
Spherically Embedded Time Series with Unknown Trend and Periodic Components
16:00-16:30Kai (David) Du (University of Wollongong)
Spatial Stochastic Frontier Model with Latent Classes