Basilio de Braganca Pereira's Books

Model Choice in Nonnested Families

By: Basilio de Bragança Pereira,Carlos Alberto de Bragança Pereira

Write a review Read reviews Take a Quiz Solve Book Puzzle

Model Choice in Nonnested Families

By: Basilio de Bragança Pereira,Carlos Alberto de Bragança Pereira

This book discusses the problem of model choice when the statistical models are separate, also called nonnested. Chapter 1 provides an introduction, motivating examples and a general overview of the problem. Chapter 2 presents the classical or frequentist approach to the problem as well as several alternative procedures and their properties. Chapter 3 explores the Bayesian approach, the limitations of the classical Bayes factors and the proposed alternative Bayes factors to overcome these limitations. It also discusses a significance Bayesian procedure. Lastly, Chapter 4 examines the pure likelihood approach. Various real-data examples and computer simulations are provided throughout the text.

Average ratings

N/A

Write a review

Solve jigsaw puzzle

Age

Page Count

105

Publisher

Springer

Published Date

ISBN 10

3662537362

ISBN 13

9783662537367

Statistical Learning Using Neural Networks

A Guide for Statisticians and Data Scientists with Python

By: Basilio de Braganca Pereira,Calyampudi Radhakrishna Rao,Fabio Borges de Oliveira

Write a review Read reviews Take a Quiz Solve Book Puzzle

Statistical Learning Using Neural Networks

A Guide for Statisticians and Data Scientists with Python

By: Basilio de Braganca Pereira,Calyampudi Radhakrishna Rao,Fabio Borges de Oliveira

Statistical Learning using Neural Networks: A Guide for Statisticians and Data Scientists with Python introduces artificial neural networks starting from the basics and increasingly demanding more effort from readers, who can learn the theory and its applications in statistical methods with concrete Python code examples. It presents a wide range of widely used statistical methodologies, applied in several research areas with Python code examples, which are available online. It is suitable for scientists and developers as well as graduate students. Key Features: Discusses applications in several research areas Covers a wide range of widely used statistical methodologies Includes Python code examples Gives numerous neural network models This book covers fundamental concepts on Neural Networks including Multivariate Statistics Neural Networks, Regression Neural Network Models, Survival Analysis Networks, Time Series Forecasting Networks, Control Chart Networks, and Statistical Inference Results. This book is suitable for both teaching and research. It introduces neural networks and is a guide for outsiders of academia working in data mining and artificial intelligence (AI). This book brings together data analysis from statistics to computer science using neural networks.

Average ratings

N/A

Write a review

Solve jigsaw puzzle

Age

Page Count

234

Publisher

CRC Press

Published Date

ISBN 10

0429775555

ISBN 13

9780429775550

Statistical Learning Using Neural Networks

A Guide for Statisticians and Data Scientists with Python

By: Basilio de Braganca Pereira,Calyampudi Radhakrishna Rao,Fabio Borges de Oliveira

Write a review Read reviews Take a Quiz Solve Book Puzzle

Statistical Learning Using Neural Networks

A Guide for Statisticians and Data Scientists with Python

By: Basilio de Braganca Pereira,Calyampudi Radhakrishna Rao,Fabio Borges de Oliveira

Average ratings

N/A

Write a review

Solve jigsaw puzzle

Age

Page Count

234

Publisher

CRC Press

Published Date

ISBN 10

0429775555

ISBN 13

9780429775550

Model Choice in Nonnested Families

By: Basilio de Bragança Pereira,Carlos Alberto de Bragança Pereira

Write a review Read reviews Take a Quiz Solve Book Puzzle

Model Choice in Nonnested Families

By: Basilio de Bragança Pereira,Carlos Alberto de Bragança Pereira

Average ratings

N/A

Write a review

Solve jigsaw puzzle

Age

Page Count

105

Publisher

Springer

Published Date

ISBN 10

3662537362

ISBN 13

9783662537367

Book's by Basilio de Braganca Pereira

Model Choice in Nonnested Families

Model Choice in Nonnested Families

Statistical Learning Using Neural Networks

Statistical Learning Using Neural Networks

Statistical Learning Using Neural Networks

Statistical Learning Using Neural Networks

Model Choice in Nonnested Families

Model Choice in Nonnested Families

Username

Password

Username

Password

Password again

Birthday

Email