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Center for Statistical Consulting
Augusta University
School of Public Health
BDSE
Resourses
Resourses
All of Statistics: A Concise Course in Statistical Inference
Author: Larry Wasserman
Course Name: Advanced Inference
ISBN: 978-0387402727 or 978-1441923226
All of Statistics: A Concise Course in Statistical Inference
An Introduction to Linear Statistical Models, Vol 1
Author: Franklin A. Graybill
(Library)
Applied Predictive Modeling
Authors: Max Kuhn & Kjell Johnson
ISBN: 978-1461468493
Applied Predictive Modeling
Bayesian Nonparametrics
Editors: Nils Lid Hjort, Chris Holmes, Peter Müller, Stephen G. Walker
Course Name: Nonparametric Statistics
ISBN: 978-0521513463
Bayesian Nonparametrics
Biostatistics: A Foundation for Analysis in the Health Sciences (11th Edition)
Authors: Daniel and Cross
(Library)
Categorical Data Analysis (3rd Edition)
Author: Alan Agresti
Categorical Data Analysis (3rd Edition)
Computational Bayesian Statistics: An Introduction
Authors: M. Antónia Amaral Turkman, Carlos Daniel Paulino, Peter Müller
Course Name: Bayesian Inference
ISBN: 978-1108703741
Computational Bayesian Statistics: An Introduction
Data Analysis Using Regression and Multilevel/Hierarchical Models
Authors: Andrew Gelman and Jennifer Hill
(Library)
Course Name: Applied Regression
ISBN: 978-0521867061
Data Science & Predictive Analytics
Author: Dinov
Data Science & Predictive Analytics
Data Science and Machine Learning: Mathematical and Statistical Methods
Authors: Dirk P. Kroese, Zdravko Botev, Thomas Taimre, Radislav Vaisman
ISBN: 1138492531
Data Science and Machine Learning: Mathematical and Statistical Methods
Deep Learning
Authors: Ian Goodfellow, Yoshua Bengio, Aaron Courville
Deep Learning
Epidemiology
Author: Gordis
(Library)
Epidemiology by Design
Author: Westreich
Epidemiology by Design
Epidemiology for Public Health Practice
Authors: Friis & Sellers
Epidemiology for Public Health Practice
Essentials of Infectious Disease Epidemiology
Authors: Lisa M. Lee, Deborah A., Johan Giesecke
(Library)
Essentials…
Author: Sullivan
Essentials…
Explanations…
Author: VanderWeele
Explanations…
Fundamentals of Biostatistics
Author: Rosner
Fundamentals of Biostatistics
Fundamentals of Nonparametric Bayesian Inference
Authors: Subhashis Ghosal and Aad van der Vaart
Course Name: Bayesian Inference
Fundamentals of Nonparametric Bayesian Inference
Infectious Disease Epidemiology
Authors: Kenrad E. Nelon and Carolyn Masters Williams
Infectious Disease Epidemiology
Intuitive Biostatistics
Author: Motulsky
Intuitive Biostatistics
Linear Statistical Inference and Its Applications (2nd Edition)
Author: C. Radhakrishna Rao
Course Name: Linear Models, Multivariate Analysis
ISBN: 978-0471708223, 978-0471218753
Linear Statistical Inference and Its Applications (2nd Edition)
Monte Carlo Statistical Methods (2nd Edition)
Authors: Christian P. Robert, George Casella
Monte Carlo Statistical Methods (2nd Edition)
Multiple Testing Procedures with Applications to Genomics
Authors: Sandrine Dudoit and Mark van der Laan
Course Name: STAT 7850
Multiple Testing Procedures with Applications to Genomics
Numerical Bayesian Methods Applied to Signal Processing
Authors: Joseph J.K. O Ruanaidh, William J. Fitzgerald
Numerical Bayesian Methods Applied to Signal Processing
Python Machine Learning - Second Edition
Authors: Sebastian Raschka & Vahid Mirjalili
ISBN: 978-1787126022
Python Machine Learning - Second Edition
Statistical Genomics
Authors: Brooke Fridley & Xuefeng Wang
ISBN: 978-1-0716-2986-4
(Library)
Statistical Learning in Genetics: An Introduction Using R
Author: Daniel Sorensen
Course Name: STAT7750
ISBN: 3031358503
Statistical Learning in Genetics: An Introduction Using R
Statistical Rethinking: A Bayesian Course with Examples in R and STAN (2nd Edition)
Author: Richard McElreath
Course Name: Bayesian Inference
ISBN: 978-0367139919
Statistical Rethinking: A Bayesian Course with Examples in R and STAN (2nd Edition)
Statistical Thinking through Media Examples
Author: Anthony Donoghue
ISBN: 978-1793541963
Statistical Thinking through Media Examples
The Bayesian Choice (2nd Edition)
Author: Christian P. Robert
Course Name: Bayesian Inference
The Bayesian Choice (2nd Edition)
Veridical Data Science
Authors: Bin Yu & Rebecca L. Barter
ISBN: 9780262379700
(Library)
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