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SAC
2015
ACM
10 years 1 months ago
Restricted likelihood ratio tests for linearity in scalar-on-function regression
We propose a procedure for testing the linearity of a scalar-on-function regression relationship. To do so, we use the functional generalized additive model (FGAM), a recently dev...
Mathew W. McLean, Giles Hooker, David Ruppert
SAC
2015
ACM
10 years 1 months ago
Information matrix for hidden Markov models with covariates
For a general class of hidden Markov models that may include time-varying covariates, we illustrate how to compute the observed information matrix, which may be used to obtain sta...
Francesco Bartolucci, Alessio Farcomeni
SAC
2015
ACM
10 years 1 months ago
Group descent algorithms for nonconvex penalized linear and logistic regression models with grouped predictors
Penalized regression is an attractive framework for variable selection problems. Often, variables possess a grouping structure, and the relevant selection problem is that of selec...
Patrick Breheny, Jian Huang
SAC
2015
ACM
10 years 1 months ago
Sequential Monte Carlo methods for Bayesian elliptic inverse problems
Alexandros Beskos, Ajay Jasra, Ege A. Muzaffer, An...
SAC
2015
ACM
10 years 1 months ago
Comparing composite likelihood methods based on pairs for spatial Gaussian random fields
in Atti di convegno P. Bortot, C. Gaetan. A latent process model for temporal extremes SCANDINAVIAN JOURNAL OF STATISTICS, xxx; pp. 16 Articolo in rivista Bacro J-N , Gaetan C.. Es...
Moreno Bevilacqua, Carlo Gaetan