Statistical Methods

Handbook of Statistical Methods for Randomized Controlled Trials  eBooks & eLearning

Posted by yoyoloit at July 24, 2021
Handbook of Statistical Methods for Randomized Controlled Trials

Handbook of Statistical Methods for Randomized Controlled Trials
by KyungMann Kim

English | 2021 | ISBN: 1032009101 | 655 pages | True PDF | 13.9 MB

Robust and Multivariate Statistical Methods: Festschrift in Honor of David E. Tyler  eBooks & eLearning

Posted by AvaxGenius at April 21, 2023
Robust and Multivariate Statistical Methods: Festschrift in Honor of David E. Tyler

Robust and Multivariate Statistical Methods: Festschrift in Honor of David E. Tyler by Mengxi Yi, Klaus Nordhausen
English | PDF,EPUB | 2023 | 500 Pages | ISBN : 3031226860 | 76.4 MB

This book presents recent developments in multivariate and robust statistical methods. Featuring contributions by leading experts in the field it covers various topics, including multivariate and high-dimensional methods, time series, graphical models, robust estimation, supervised learning and normal extremes. It will appeal to statistics and data science researchers, PhD students and practitioners who are interested in modern multivariate and robust statistics. The book is dedicated to David E. Tyler on the occasion of his pending retirement and also includes a review contribution on the popular Tyler’s shape matrix.

Statistical Methods in Quantum Optics 2: Non-Classical Fields  eBooks & eLearning

Posted by AvaxGenius at June 26, 2022
Statistical Methods in Quantum Optics 2: Non-Classical Fields

Statistical Methods in Quantum Optics 2: Non-Classical Fields by Howard J. Carmichael
English | PDF(True) | 2008 | 551 Pages | ISBN : 3540713190 | 9.3 MB

Statistical Methods in Quantum Optics 2 - Non-Classical Fields continues the development of the methods used in quantum optics to treat open quantum systems and their fluctuations. Its early chapters build upon the phase-space methods introduced in the first volume Statistical Methods in Quantum Optics 1 - Matter Equations and Fokker-Planck Equations: the difficulties these methods face in treating non-classical light are exposed, where the regime of large fluctuations – failure of the system size expansion – is shown to be particularly problematic. Cavity QED is adopted as a natural vehicle for extending quantum noise theory into this regime. In response to the issues raised, the theory of quantum trajectories is presented as a universal approach to the treatment of fluctuations in open quantum systems.

Statistical Methods and Analyses for Medical Devices  eBooks & eLearning

Posted by AvaxGenius at April 26, 2023
Statistical Methods and Analyses for Medical Devices

Statistical Methods and Analyses for Medical Devices by Scott A. Pardo
English | PDF,EPUB | 2023 | 384 Pages | ISBN : 3031261380 | 45 MB

This book provides a reference for people working in the design, development, and manufacturing of medical devices. ​While there are no statistical methods specifically intended for medical devices, there are methods that are commonly applied to various problems in the design, manufacturing, and quality control of medical devices. The aim of this book is not to turn everyone working in the medical device industries into mathematical statisticians; rather, the goal is to provide some help in thinking statistically, and knowing where to go to answer some fundamental questions, such as justifying a method used to qualify/validate equipment, or what information is necessary to support the choice of sample sizes.

A First Course in Bayesian Statistical Methods (Repost)  eBooks & eLearning

Posted by AvaxGenius at April 20, 2020
A First Course in Bayesian Statistical Methods (Repost)

A First Course in Bayesian Statistical Methods by Peter D. Hoff
English | PDF | 2009 | 270 Pages | ISBN : 0387922997 | 2.74 MB

This book provides a compact self-contained introduction to the theory and application of Bayesian statistical methods. The book is accessible to readers having a basic familiarity with probability, yet allows more advanced readers to quickly grasp the principles underlying Bayesian theory and methods. The examples and computer code allow the reader to understand and implement basic Bayesian data analyses using standard statistical models and to extend the standard models to specialized data analysis situations.

Statistical Methods for Handling Incomplete Data  eBooks & eLearning

Posted by Jeembo at Oct. 16, 2019
Statistical Methods for Handling Incomplete Data

Statistical Methods for Handling Incomplete Data by Jae Kwang Kim, Jun Shao
English | 2013 | ISBN: 1439849633 | 223 Pages | PDF | 26.8 MB

Due to recent theoretical findings and advances in statistical computing, there has been a rapid development of techniques and applications in the area of missing data analysis.

Statistical Methods in Online A/B Testing  eBooks & eLearning

Posted by eBookRat at July 29, 2023
Statistical Methods in Online A/B Testing

Statistical Methods in Online A/B Testing: Statistics for data-driven business decisions and risk management in e-commerce by Georgi Z. Georgiev
English | Sep. 27, 2019 | ISBN: 0003684466 | eISBN: 1230003684467 | 304 Pages | EPUB | 5.8 MB

"Statistical Methods in Online A/B Testing" is a comprehensive guide to statistics in online controlled experiments, a.k.a. A/B tests, that tackles the difficult matter of statistical inference in a way accessible to readers with little to no prior experience with it.

Statistical Methods for Forecasting  eBooks & eLearning

Posted by AvaxGenius at Oct. 9, 2022
Statistical Methods for Forecasting

Statistical Methods for Forecasting by Bovas Abraham, Johannes Ledolter
English | PDF | 1983 | 458 Pages | ISBN : 0471867640 | 22.8 MB

Statistical Methods for Forecasting is a comprehensive, readable treatment of statistical methods and models used to produce short-term forecasts. The interconnections between the forecasting models and methods are thoroughly explained, and the gap between theory and practice is successfully bridged. Special topics are discussed, such as transfer function modeling; Kalman filtering; state space models; Bayesian forecasting; and methods for forecast evaluation, comparison, and control. The book provides time series, autocorrelation, and partial autocorrelation plots, as well as examples and exercises using real data. Statistical Methods for Forecasting serves as an outstanding textbook for advanced undergraduate and graduate courses in statistics, business, engineering, and the social sciences, as well as a working reference for professionals in business, industry, and government.

Statistical Methods for the Analysis of Repeated Measurements  eBooks & eLearning

Posted by AvaxGenius at Aug. 1, 2022
Statistical Methods for the Analysis of Repeated Measurements

Statistical Methods for the Analysis of Repeated Measurements by Charles S. Davis
English | PDF(True) | 2002 | 434 Pages | ISBN : 0387953701 | 3.8 MB

This book provides a comprehensive summary of a wide variety of statistical methods for the analysis of repeated measurements. It is designed to be both a useful reference for practitioners and a textbook for a graduate-level course focused on methods for the analysis of repeated measurements.

Robust Statistical Methods  eBooks & eLearning

Posted by AvaxGenius at Aug. 6, 2023
Robust Statistical Methods

Robust Statistical Methods by William J. J. Rey
English | PDF | 1978 | 134 Pages | ISBN : 3540090916 | 4.7 MB

During the last nine years, several problems in the statistical processing of biomedical data have been encountered by the author. These problems had in common the fact that most of the usual assumptions were without any solid basis. Poor quality samples drawn from unknown distributions, usually non-normal and frequently non-stationary, were the ordinary lot; nevertheless, sophisticated parameters had to be reliably estimated and the scatter of the estimators was needed to permit comparison of the results. This has been partly solved by application of robust methods.