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Modern Methodology and Applications in Spatial-Temporal Modeling
This book provides a modern introductory tutorial on specialized methodological and applied aspects of spatial and temporal modeling. The areas covered involve a range of topics which reflect the diversity of this domain of research across a number of quantitative disciplines. For instance, the first chapter deals with non-parametric Bayesian inference via a recently developed framework known a…
- Edition
- 1
- ISBN/ISSN
- 978-4-431-55338-0
- Collation
- XV, 111
- Series Title
- SpringerBriefs in Statistics
- Call Number
- -
Model-Free Prediction and Regression
The Model-Free Prediction Principle expounded upon in this monograph is based on the simple notion of transforming a complex dataset to one that is easier to work with, e.g., i.i.d. or Gaussian. As such, it restores the emphasis on observable quantities, i.e., current and future data, as opposed to unobservable model parameters and estimates thereof, and yields optimal predictors in diverse set…
- Edition
- 1
- ISBN/ISSN
- 978-3-319-21346-0
- Collation
- XVII, 246
- Series Title
- Frontiers in Probability and the Statistical Sciences
- Call Number
- -
Modeling Binary Correlated Responses using SAS, SPSS and R
Statistical tools to analyze correlated binary data are spread out in the existing literature. This book makes these tools accessible to practitioners in a single volume. Chapters cover recently developed statistical tools and statistical packages that are tailored to analyzing correlated binary data. The authors showcase both traditional and new methods for application to health-related resear…
- Edition
- 1
- ISBN/ISSN
- 978-3-319-23804-3
- Collation
- XXIII, 264
- Series Title
- ICSA Book Series in Statistics
- Call Number
- -
Modeling Discrete Time-to-Event Data
This book focuses on statistical methods for the analysis of discrete failure times. Failure time analysis is one of the most important fields in statistical research, with applications affecting a wide range of disciplines, in particular, demography, econometrics, epidemiology and clinical research. Although there are a large variety of statistical methods for failure time analysis, many techn…
- Edition
- 1
- ISBN/ISSN
- 978-3-319-28156-8
- Collation
- X, 247
- Series Title
- Springer Series in Statistics
- Call Number
- -
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