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Serie: Use r!
paperbackEngels9780387772394
15-8-2008
Bioconductor software has become a standard tool for the analysis and comprehension of data from high-throughput genomics experiments. Its application spans a broad field of technologies used in contemporary molecular biology. Meer
paperbackEngels9780387981840
1-7-2009
Scientists often collect samples of curves and other functional observations, and develop models where parameters are also functions. This volume in the UseR! Meer
paperbackEngels9780387922973
15-5-2009
There has been dramatic growth in the development and application of Bayesian inference in statistics. Berger (2000) documents the increase in Bayesian activity by the number of published research articles, the number of books,andtheextensivenumberofapplicationsofBayesianarticlesinapplied disciplines such as science and engineering. Meer
paperbackEngels9780387772370
2-6-2009
State space models have gained tremendous popularity in recent years in as disparate fields as engineering, economics, genetics and ecology. After a detailed introduction to general state space models, this book focuses on dynamic linear models, emphasizing their Bayesian analysis. Meer
paperbackEngels9780387747309
19-3-2008
The R language provides a rich environment for working with data, especially data to be used for statistical modeling or graphics. Coupled with the large variety of easily available packages, it allows access to both well-established and experimental statistical techniques. Meer
paperbackEngels9780387773162
28-8-2008
R is a language and environment for data analysis and graphics. It may be considered an implementation of S, an award-winning language initially - veloped at Bell Laboratories since the late 1970s. Meer
paperbackEngels9780387938363
1-7-2009
Based on their extensive experience with teaching R and statistics to applied scientists, the authors provide a beginner's guide to R. To avoid the difficulty of teaching R and statistics at the same time, statistical methods are kept to a minimum. Meer
paperbackEngels9781461404057
10-8-2011
The practice of business is changing. More and more companies are amassing larger and larger amounts of data, and storing them in bigger and bigger data bases. Meer
paperbackEngels9781461444749
1-9-2012
Many of the commonly used methods for modeling and fitting psychophysical data are special cases of statistical procedures of great power and generality, notably the Generalized Linear Model (GLM). Meer
paperbackEngels9781461412373
16-11-2011
This book is written for behavioral scientists who want to consider adding R to their existing set of statistical tools, or want to switch to R as their main computation tool. Meer
paperbackEngels9781461422983
18-2-2012
Graphical models in their modern form have been around since the late 1970s and appear today in many areas of the sciences. Along with the ongoing developments of graphical models, a number of different graphical modeling software programs have been written over the years. Meer
paperbackEngels9781461420347
17-11-2011
This book covers competing risks and multistate models, sometimes summarized as event history analysis. These models generalize the analysis of time to a single event (survival analysis) to analysing the timing of distinct terminal events (competing risks) and possible intermediate events (multistate models). Meer
paperbackEngels9781461413646
23-11-2011
R by Example is an example-based introduction to the statistical computing environment that does not assume any previous familiarity with R or other software packages. Meer
paperbackEngels9781461417422
5-11-2011
The increasing availability of molecular and genetic databases coupled with the growing power of computers gives biologists opportunities to address new issues, such as the patterns of molecular evolution, and re-assess old ones, such as the role of adaptation in species diversification. Meer
paperbackEngels9783030728182
31-7-2021
The goal of this book is to gather in a single work the most relevant concepts related in optimization methods, showing how such theories and methods can be addressed using the open source, multi-platform R tool. Meer
gebondenEngels9783031014383
29-6-2022
This book discusses mixture and hidden Markov models for modeling behavioral data. Mixture and hidden Markov models are statistical models which are useful when an observed system occupies a number of distinct “regimes” or unobserved (hidden) states. Meer
gebondenEngels9783030825676
20-11-2021
This book provides a guided approach to the geostatistical modelling of compositional spatial data. These data are data in proportions, percentages or concentrations distributed in space which exhibit spatial correlation. Meer
paperbackEngels9783030825706
21-11-2022
This book provides a guided approach to the geostatistical modelling of compositional spatial data. These data are data in proportions, percentages or concentrations distributed in space which exhibit spatial correlation. Meer
paperbackEngels9783030291822
7-10-2019
This book discusses the modeling and analysis of magnetic resonance imaging (MRI) data acquired from the human brain. The data processing pipelines described rely on R. Meer
paperbackEngels9783030564841
11-9-2020
This book offers an application-oriented guide to random forests: a statistical learning method extensively used in many fields of application, thanks to its excellent predictive performance, but also to its flexibility, which places few restrictions on the nature of the data used. Meer