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58
Voted
CSDA
2008
59views more  CSDA 2008»
15 years 21 days ago
Multivariate reduced rank regression in non-Gaussian contexts, using copulas
Andréas Heinen, Erick Rengifo
110
Voted
CSDA
2008
117views more  CSDA 2008»
15 years 21 days ago
Parametric and nonparametric Bayesian model specification: A case study involving models for count data
In this paper we present the results of a simulation study to explore the ability of Bayesian parametric and nonparametric models to provide an adequate fit to count data, of the t...
Milovan Krnjajic, Athanasios Kottas, David Draper
66
Voted
CSDA
2008
73views more  CSDA 2008»
15 years 21 days ago
Self-controlled case series analyses: Small-sample performance
We derive second-order expressions for the asymptotic bias and variance of the log relative incidence estimator for the self-controlled case series method in a simplified scenario...
Patrick Musonda, Mounia N. Hocine, Heather J. Whit...
90
Voted
CSDA
2008
102views more  CSDA 2008»
15 years 21 days ago
Confidence intervals for the difference between two means
: Unit nonresponse and item nonresponse in sample surveys are a typical problem of nonresponse which can be handled by weighting adjustment and imputation methods, respectively. Th...
Weiwen Miao, Paul Chiou
CSDA
2008
66views more  CSDA 2008»
15 years 21 days ago
Approximate regenerative-block bootstrap for Markov chains
Patrice Bertail, Stéphan Clémen&cced...
79
Voted
CSDA
2008
98views more  CSDA 2008»
15 years 21 days ago
Bootstrap variants of the Akaike information criterion for mixed model selection
Junfeng Shang, Joseph E. Cavanaugh
CSDA
2008
128views more  CSDA 2008»
15 years 21 days ago
Classification tree analysis using TARGET
Tree models are valuable tools for predictive modeling and data mining. Traditional tree-growing methodologies such as CART are known to suffer from problems including greediness,...
J. Brian Gray, Guangzhe Fan