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Statistical Planning and Inference
This book introduces statistical planning and inference, presenting both classical theory and the major developments in the field. Each chapter presents problems and their …
Statistical Inference Based on the likelihood
The Likelihood plays a key role in both introducing general notions of statistical theory, and in developing specific methods. This book introduces likelihood-based statistical …
Statistical Inference
In many ways, estimation by an appropriate minimum distance method is one of the most natural ideas in statistics. However, there are many different ways of constructing an …
Bayesian nonparametrics for causal inference and missing data
Bayesian Nonparametrics for Causal Inference and Missing Data provides an overview of flexible Bayesian nonparametric (BNP) methods for modeling joint or conditional distributions …