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Graduate School of Economics and Management, Tohoku University
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Challenges for Big Data in our Society: Statistical Analysis of Large Scale, High Dimensional Data for Socio-Economic Problems
International Conference on Statistical Analysis of Large Scale High Dimensional Socio-Economics Data
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iNov 6-7, 2014j
Opening Address
Nobuhiko Terui
(Tohoku University, DSSR director)
Finance
Takeaki Kariya
(Meiji University)@
"An efficiency of a GLSE in regression model with AR errors and its application to Kariya's bond pricing model"
Hongwei Chuang
(Tohoku University)@
"Time series residual momentum and momentum crash"
Yoshinori Kawasaki
(The Institute of Statistical Mathematics)
"Predictive modeling in socio-economic data using smooth-thresholding"
Atsuyuki Kogure
(Keio University)
"A Bayesian two-factor Lee-Carter model for stochastic mortality: with applications to longevity risk management"
Ryozo Miura
(Tohoku University)
"R-estimators for generalized Lehmannfs alternative models when observations are a weakly dependent sequence: the cases of residuals in a linear regression"
MarketingT
Greg Allenby
(Ohio State University)
"Latent topic modeling of consumer reviews: linking text evaluations to customer satisfaction and brands"
Jaehwan Kim
(Korea University)
"A direct utility model for economies of scope"
Keynote Lectures
George Tiao
(University of Chicago)
"Panel data, Bayesian analysis, forecasting, outliers and future development of statistical methods "
Tomoyuki Higuchi
(The Institute of Statistical Mathematics)
"Big data and personalization technology: Imputation, Linkage, and Stream computing"
MarketingU
Dominique M. Hanssens
(UCLA)
"Performance growth and vigilant marketing spending"
Michael Trusov
(University of Maryland)
"Crumbs of the cookie: user profiling in customer-base analysis and behavioral targeting"
Yusuke Kumagae
(NTT Corporation)
"View and purchase: purchase behavior analysis via topic model"
Tsukasa Ishigaki
(Tohoku University)
"A dynamic marketing model based on topic modeling for large-scale customer data"
Economic Time Series
Piotr Fryzlewicz
(LSE)
"The use of randomness in time series analysis"
Yoshihiro Yajima
(University of Tokyo)
"On statistical testing for spatio-temporal stationary random fields"
Yasumasa Matsuda
iTohoku University)
"Wavelet analysis of land price data in Tokyo"
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