## 3,953 Citations

All of Statistics: A Concise Course in Statistical Inference

- Computer Science, Mathematics
- 2004

This book covers a much wider range of topics than a typical introductory text on mathematical statistics, and includes modern topics like nonparametric curve estimation, bootstrapping and classification, topics that are usually relegated to follow-up courses.

Applied Multivariate Statistics with R

- Computer Science
- 2015

Using the open source, shareware program R, Professor Zelterman demonstrates the process and outcomes for a wide array of multivariate statistical applications, making these analytical methods accessible without lengthy mathematical derivations.

N ov 2 00 6 High Dimensional Statistical Inference and Random Matrices

- Mathematics
- 2006

Multivariate statistical analysis is concerned with observations on several variables which are thought to possess some degree of inter-dependence. Driven by problems in genetics and the social…

The foundations of statistical science: A history of textbook presentations

- EducationBrazilian Journal of Probability and Statistics
- 2021

We discuss how the foundations of statistical science have been presented historically in textbooks, with focus on the first half of the twentieth century after the field had become better defined by…

Book Review

- Education
- 2003

This is the fourth edition of Stevens’s text on applied multivariate statistics. As was the case with previous editions, this text is targeted toward those who wish to develop a strong conceptual…

A survey on multivariate chi-square distributions and their applications in testing multiple hypotheses

- Mathematics
- 2014

We are concerned with three different types of multivariate chi-square distributions. Their members play important roles as limiting distributions of vectors of test statistics in several…

Folded Variance Estimators for Stationary Time Series

- Education
- 2005

To my impatient mother, who never understood what was taking me so long. iii ACKNOWLEDGEMENTS I would like to begin by thanking my advisor, Dr. David Goldsman, my mentor, my friend, and the best…

An Overview of Mixture Models

- Computer Science
- 2008

This work attempts to provide a general overview of the subject of mixture models, including the discussion of relevant issues and algorithms, and can hope to gain a broad understanding of concepts in mixture modeling.

Simultaneous Confidence Tubes in Multivariate Linear Regression

- Mathematics
- 2016

Simultaneous confidence bands have been shown in the statistical literature as powerful inferential tools in univariate linear regression. While the methodology of simultaneous confidence bands for…

Likelihood Ratio Test in Multivariate Linear Regression: from Low to High Dimension

- Computer ScienceStatistica Sinica
- 2021

The first part of this work gives the asymptotic boundary where the classical LRT fails and develops the corrected limiting distribution of the LRT for a general asymPTotic regime and proposes a two-step testing procedure by first performing dimension reduction and then applying the proposed LRT.