Design and Analysis of Experiments and Observational Studies Using RКНИГИ » ПРОГРАММИНГ
Название: Design and Analysis of Experiments and Observational Studies Using R Автор: Nathan Taback Издательство: CRC Press Год: 2022 Формат: True PDF Страниц: 293 Размер: 10 Mb Язык: English
Introduction to Design and Analysis of Scientific Studies exposes undergraduate and graduate students to the foundations of classical experimental design and observational studies through a modern framework - The Rubin Causal Model. A causal inference framework is important in design, data collection and analysis since it provides a framework for investigators to readily evaluate study limitations and draw appropriate conclusions. R is used to implement designs and analyse the data collected. Features: Classical experimental design with an emphasis on computation using tidyverse packages in R. Applications of experimental design to clinical trials, A/B testing, and other modern examples. Discussion of the link between classical experimental design and causal inference. The role of randomization in experimental design and sampling in the big data era. Exercises with solutions.
Уважаемый посетитель, Вы зашли на сайт как незарегистрированный пользователь.
С этой публикацией часто скачивают:
Experiments: Planning, Analysis, and Optimization Название: Experiments: Planning, Analysis, and Optimization Автор: C. F. Jeff Wu and Michael S. Hamada Издательство: Wiley Год: 2021 Формат: PDF...
A Guide to Experimental Algorithmics Название: A Guide to Experimental Algorithmics Автор: Catherine C. McGeoch Издательство: Cambridge University Press Год: 2012 Страниц: 272 Формат:...
Design of experiments by examples using MATLAB Автор: Perez C. Название: Design of experiments by examples using MATLAB Издательство: Amazon Digital Services LLC Год: 2017 ASIN: B076KSNJGK Язык:...
Advanced Analysis of Variance Название: Advanced Analysis of Variance (Wiley Series in Probability and Statistics) Автор: Chihiro Hirotsu Издательство: Wiley Год: 2017 Формат:...
Информация
Посетители, находящиеся в группе Гости, не могут оставлять комментарии к данной публикации.
Навигация
Вход на сайт
Реклама
Design and Analysis of Experiments and Observational Studies Using R 
