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Building a Platform for Data-Driven Pandemic Prediction
This book is about building platforms for pandemic prediction. It provides an overview of probabilistic prediction for pandemic modeling based on a data-driven approach. It also provides guidance on building platforms with currently available technology using tools such as R, Shiny, and interactive plotting programs. The focus is on the integration of statistics and computing tools rather than on an in-depth analysis of all possibilities on each side. Readers can follow different reading paths through the book, depending on their needs. The book is meant as a basis for further investigation of statistical modelling, implementation tools, monitoring aspects, and software functionalities. Feat...
Building a Platform for Data-Driven Pandemic Prediction
This book is about building platforms for pandemic prediction. It provides an overview of probabilistic prediction for pandemic modeling based on a data-driven approach. It also provides guidance on building platforms with currently available technology using tools such as R, Shiny, and interactive plotting programs. The focus is on the integration of statistics and computing tools rather than on an in-depth analysis of all possibilities on each side. Readers can follow different reading paths through the book, depending on their needs. The book is meant as a basis for further investigation of statistical modelling, implementation tools, monitoring aspects, and software functionalities. Feat...
Vinicius de Moraes
None
The Air You Breathe
"[A] glorious, glittery saga of friendship and loss... I read The Air You Breathe in two nights. (One might say I inhaled it.)." --NPR "Echoes of Elena Ferrante resound in this sumptuous saga."--O, The Oprah Magazine "Enveloping...Peebles understands the shifting currents of female friendship, and she writes so vividly about samba that you close the book certain its heroine's voices must exist beyond the page." -People The story of an intense female friendship fueled by affection, envy and pride--and each woman's fear that she would be nothing without the other. Some friendships, like romance, have the feeling of fate. Skinny, nine-year-old orphaned Dores is working in the kitchen of a sugar...
Becoming Brazilian
This book examines how Gilberto Freyre's notion of mestiçagem (race mixing) became the overwhelmingly dominant narrative of national identity in twentieth-century Brazil. It will be of interest to scholars and students interested in Brazil, Latin America, race, nationalism, national identity, and popular culture.
Wavelet Methods in Statistics with R
This book contains information on how to tackle many important problems using a multiscale statistical approach. It focuses on how to use multiscale methods and discusses methodological and applied considerations.
Functional Data Analysis with R and MATLAB
The book provides an application-oriented overview of functional analysis, with extended and accessible presentations of key concepts such as spline basis functions, data smoothing, curve registration, functional linear models and dynamic systems Functional data analysis is put to work in a wide a range of applications, so that new problems are likely to find close analogues in this book The code in R and Matlab in the book has been designed to permit easy modification to adapt to new data structures and research problems
Brazilian Railway Culture
Brazilian Railway Culture examines the cultural relationship Brazil has had with its railways since tracks were first laid by British, American and French engineers in the nineteenth century. ‘Railway’ and ‘Brazil’ are words not often found in the same sentence. Yet each year over seven hundred million passengers are carried by train in the major urban centres, and tens of thousands of visitors enjoy heritage steam rides at over a dozen restored lines and museums. Brazilian Railway Culture starts from the premise that Brazilian society and culture is not just samba, football and sex. The book takes a journey through Brazilian cultural output from 1865 to the present day, examining no...
Computational Statistics
Computational inference is based on an approach to statistical methods that uses modern computational power to simulate distributional properties of estimators and test statistics. This book describes computationally intensive statistical methods in a unified presentation, emphasizing techniques, such as the PDF decomposition, that arise in a wide range of methods.
Frailty Models in Survival Analysis
The concept of frailty offers a convenient way to introduce unobserved heterogeneity and associations into models for survival data. In its simplest form, frailty is an unobserved random proportionality factor that modifies the hazard function of an individual or a group of related individuals. Frailty Models in Survival Analysis presents a comprehensive overview of the fundamental approaches in the area of frailty models. The book extensively explores how univariate frailty models can represent unobserved heterogeneity. It also emphasizes correlated frailty models as extensions of univariate and shared frailty models. The author analyzes similarities and differences between frailty and copu...
