Hsinchu, 30013
Taiwan
http://www.iss.nthu.edu.tw
Institute of Service Science, National Tsing Hua University, Taiwan
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Explanatory models, causality, predictive modeling, predictive power, statistical strategy, data mining, scientific research
linear regression, linear probability model, binary outcome, selection bias, estimation, inference, prediction, big data, logit, probit
predictive models, inference, information systems, statistical methods
data, statistical modeling, data analytics, data mining, study design, study goal, data quality
large samples, p-values, statistical significance, practical significance
Conway-Maxwell Poisson distribution, dispersion, generalized linear models
randomized experiments, causal inference, randomized clinical trials, causal diagrams
eBay, sniping, highest bid, Weibull distribution
eBay, sniping, highest bid, consumer surplus
Partial Least Squares, Path Modeling, Prediction, Predictive Performance, Out-of-sample prediction, Casewise Prediction
transportability, causal inference, causal diagrams, work-from-home productivity
large datasets, inference, p-values
over-dispersion, under-dispersion, predictive distribution, mean versus median predictions, ensembles
customer retention, product assortment, efficient assortment, category management, variety
CART, causality, data mining, conditional-inference trees, decision making, aggregation, variable selection
Biosurveillance
big data, human behavior, data mining, statistical methods
time series, Clustering, Model-based Partitioning Tree, Linear Regression, Autoregressive integrated moving average (ARIMA), Forecasting
Data Privacy, Regulation, Data Science, GDPR
Predictive Validity, Composites, Partial Least Squares (PLS) path modeling, Structural Equation Modeling (SEM)
functional data analysis, clustering, differential equations, electronic commerce, online auction, eBay, price dynamics, auction types
Online auctions, consumer surplus, eBay, sniping
Functional regression analysis, data smoothing, eBay, online auction, auction dynamics, electronic commerce
Auction dynamics, functional data analysis, differential equation, price curve, multiple comparisons
Non-homogenous Poisson process,online auction,bid data, self-similarity, bidding dynamics
Early detection, autocorrelation, disease outbreak, syndromic data, discrete wavelet transform
Conway-Maxwell-Poisson (COM-Poisson) regression, mixture model, negative binomial regression, over dispersion, under-dispersion
digital platforms, academic research, machine learning, AI, behavior modification, reinforcement learning
InfoQ, survey data, decision making, industry
eBay, functional forecasting, functional data, Kullback-Leibler distance, Beta distribution, dynamics
Data Mining, Ethics, Big Data, Data Analysis
Bernoulli process, Poisson process, count process, waiting time, dispersion, dependence, Conway-Maxwell-Poisson (COM-Poisson)
Nonparametric model, distance measure, dissimilarity, spatial model, timelag, mixed model, online auction, E-Bay
personalized prediction, medicine, clinical prediction rules
online dating, anonymity, weak-signaling, randomized trial, field experiment
Selection bias, Pre-transplant survival rate, Kidney allocation, Propensity scores, Survival analysis, Simulation
data tranformation, too-frequent values, jittering, local-regeneration, max-bin histogram, online auction, eBay
Structural causal models, PLS-PM, CB-SEM, causal diagrams
Smart devices, Error Analysis, Time Series, Forecasting, Regression Tree, Machine Learning, Predictive Analytics, Artificial Intelligence, LLM, Explainable AI
PLS-SEM, partial least squares, structural equation modeling, PLSpredict, out-of-sample prediction, predictive power
