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Computational Statistics
2004 - 2012
Edited by Friedrich Leisch
from Springer
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Volume 27, issue 1 , 2012
Inference for Cox’s regression models via adjusted empirical likelihood pp. 1-12 Yichuan Zhao and Ali Jinnah Efficient simulated maximum likelihood estimation through explicitly parameter dependent importance sampling pp. 13-28 Christian N. Brinch Computing multiple-output regression quantile regions from projection quantiles pp. 29-49 Davy Paindaveine and Miroslav Šiman A generalized log-normal distribution and its goodness of fit to censored data pp. 51-67 Bhupendra Singh , K. Sharma , Shubhi Rathi and Gajraj Singh Goodness-of-fit for a concentrated von Mises-Fisher distribution pp. 69-82 Adelaide Figueiredo Functional outlier detection with robust functional principal component analysis pp. 83-102 Pallavi Sawant , Nedret Billor and Hyejin Shin A graphical tool for selecting the number of slices and the dimension of the model in SIR and SAVE approaches pp. 103-125 Benoît Liquet and Jérôme Saracco Reusable components in decision tree induction algorithms pp. 127-148 Milija Suknovic , Boris Delibasic , Milos Jovanovic , Milan Vukicevic , Dragana Becejski-Vujaklija and Zoran Obradovic Variational Markov chain Monte Carlo for Bayesian smoothing of non-linear diffusions pp. 149-176 Yuan Shen , Dan Cornford , Manfred Opper and Cedric Archambeau A short note on parameter approximation for von Mises-Fisher distributions: and a fast implementation of I s (x) pp. 177-190 Suvrit Sra Volume 26, issue 4 , 2011
Data Viz VI pp. 561-565 Adalbert Wilhelm and Lars Linsen Quality-aware visual data analysis pp. 567-584 Matthew Ward , Zaixian Xie , Di Yang and Elke Rundensteiner Graphs as navigational infrastructure for high dimensional data spaces pp. 585-612 C. Hurley and R. Oldford Eulerian tour algorithms for data visualization and the PairViz package pp. 613-633 C. Hurley and R. Oldford Visual software analytics for the build optimization of large-scale software systems pp. 635-654 Alexandru Telea and Lucian Voinea Visualizing high density clusters in multidimensional data using optimized star coordinates pp. 655-678 Tran Van Long and Lars Linsen Linked treemap: a 3D treemap-nodelink layout for visualizing hierarchical structures pp. 679-697 Lars Linsen and Sabine Behrendt Exploratory analysis of benchmark experiments an interactive approach pp. 699-710 Manuel Eugster and Friedrich Leisch Interactive visualization in multiclass learning: integrating the SASSC algorithm with KLIMT pp. 711-731 Claudio Conversano Volume 26, issue 3 , 2011
Statistics in the computer age: personal reflections pp. 371-379 Tue Tjur iPlots eXtreme: next-generation interactive graphics design and implementation of modern interactive graphics pp. 381-393 Simon Urbanek Prospects and challenges in R package development pp. 395-404 Stefan Theußl , Uwe Ligges and Kurt Hornik Mutable objects in R pp. 405-418 Hadley Wickham Reproducible statistical analysis with multiple languages pp. 419-426 Russell Lenth and Søren Højsgaard Aspects of CXXR internals pp. 427-442 Andrew Runnalls maxLik: A package for maximum likelihood estimation in R pp. 443-458 Arne Henningsen and Ott Toomet Moments of the generalized hyperbolic distribution pp. 459-476 David Scott , Diethelm Würtz , Christine Dong and Thanh Tran Nonlinear regression modeling and detecting change points via the relevance vector machine pp. 477-490 Shohei Tateishi and Sadanori Konishi Partially smooth tail-index estimation for small samples pp. 491-505 Samuel Müller and Houng Chhay Likelihood inferences for the link function without knowing the true underlying distributions pp. 507-519 Tsung-Shan Tsou Semiparametric analysis of transformation models with left-truncated and right-censored data pp. 521-537 Pao-sheng Shen Solving genetic heterogeneity in extended families by identifying sub-types of complex diseases pp. 539-560 Arafat Tayeb , Aurélie Labbe , Alexandre Bureau and Chantal Mérette Volume 26, issue 2 , 2011
Estimating summary functionals in multistate models with an application to hospital infection data pp. 181-197 Arthur Allignol , Martin Schumacher and Jan Beyersmann Modelling non-stationary dynamic gene regulatory processes with the BGM model pp. 199-218 Marco Grzegorczyk , Dirk Husmeier and Jörg Rahnenführer Hands-on tutorial for parallel computing with R pp. 219-239 Manuel Eugster , Jochen Knaus , Christine Porzelius , Markus Schmidberger and Esmeralda Vicedo A primer on disease mapping and ecological regression using $${\texttt{INLA}}$$ pp. 241-258 Birgit Schrödle and Leonhard Held Empirical study for the agreement between statistical methods in quality assessment and control of microarray data pp. 259-277 Markus Schmidberger , Esmeralda Vicedo and Ulrich Mansmann Feature clustering for instrument classification pp. 279-291 Uwe Ligges and Sebastian Krey The benefit of data-based model complexity selection via prediction error curves in time-to-event data pp. 293-302 Christine Porzelius , Martin Schumacher and Harald Binder Search heuristics and the influence of non-perfect randomness: examining Genetic Algorithms and Simulated Annealing pp. 303-319 M. Maucher , U. Schöning and H. Kestler On the fusion of threshold classifiers for categorization and dimensionality reduction pp. 321-340 Hans Kestler , Ludwig Lausser , Wolfgang Lindner and Günther Palm Multi-objective selection for collecting cluster alternatives pp. 341-353 Johann Kraus , Christoph Müssel , Günther Palm and Hans Kestler Classification of repeated measurements data using tree-based ensemble methods pp. 355-369 Werner Adler , Sergej Potapov and Berthold Lausen Volume 26, issue 1 , 2011
Bayesian subset selection for threshold autoregressive moving-average models pp. 1-30 Cathy W. S. Chen , Feng Liu and Richard Gerlach Copula parameter estimation by maximum-likelihood and minimum-distance estimators: a simulation study pp. 31-54 Gregor Weiß Testing the equality of several gamma means: a parametric bootstrap method with applications pp. 55-76 Ching-Hui Chang , Jyh-Jiuan Lin and Nabendu Pal Detecting and modeling nonlinearity in the gas furnace data pp. 77-93 Houston H. Stokes and Melvin Hinich A multinomial tree model for pricing credit default swap options pp. 95-120 Yi-Ping Chang , Ming-Chin Hung and Yi-Chen Ko Bayesian approach to analysing longitudinal bivariate binary data with informative dropout pp. 121-144 Jennifer S.K. Chan and Wai Wan Nonparametric estimation with doubly censored and truncated data pp. 145-157 Pao-sheng Shen Prediction interval for disease mapping using hierarchical likelihood pp. 159-179 Youngjo Lee , Myoungjin Jang and Woojoo Lee
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