pdf | 21.08 MB | English | Isbn: 978-0471594314 | Author: Administrator | Year: 1996

Statistical Digital Signal Processing and Modeling M Hayes Wiley 1996

pdf | 21.08 MB | English | Isbn: 978-0471594314 | Author: Administrator | Year: 1996

pdf | 21.08 MB | English | Isbn: 978-0471594314 | Author: Administrator | Year: 1996

An Introduction to Statistical Learning: with Applications in R

English | 2021 | ISBN: 1071614177 | 616 Pages | PDF | 14 MB

An Introduction to Statistical Learning provides an accessible overview of the field of statistical learning, an essential toolset for making sense of the vast and complex data sets that have emerged in fields ranging from biology to finance to marketing to astrophysics in the past twenty years. This book presents some of the most important modeling and prediction techniques, along with relevant applications. Topics include linear regression, classification, resampling methods, shrinkage approaches, tree-based methods, support vector machines, clustering, deep learning, survival analysis, multiple testing, and more. Color graphics and real-world examples are used to illustrate the methods presented. Since the goal of this textbook is to facilitate the use of these statistical learning techniques by practitioners in science, industry, and other fields, each chapter contains a tutorial on implementing the analyses and methods presented in R, an extremely popular open source statistical software platform.

Created by Lavinia Bleoca | Last updated 7/2021

Duration: 5h16m | 5 sections | 29 lectures | Video: 1280×720, 44 KHz | 2.8 GB

Genre: eLearning | Language: English + Sub

Sojourns in Probability Theory and Statistical Physics – II: Brownian Web and Percolation, A Festschrift for Charles M. Newman by Vladas Sidoravicius

English | PDF | 2019 | 261 Pages | ISBN : 9811502978 | 7.3 MB

Charles M. (Chuck) Newman has been a leader in Probability Theory and Statistical Physics for nearly half a century. This three-volume set is a celebration of the far-reaching scientific impact of his work. It consists of articles by Chuck’s collaborators and colleagues across a number of the fields to which he has made contributions of fundamental significance. This publication was conceived during a conference in 2016 at NYU Shanghai that coincided with Chuck`s 70th birthday.

Sojourns in Probability Theory and Statistical Physics – I: Spin Glasses and Statistical Mechanics, A Festschrift for Charles M. Newman by Vladas Sidoravicius

English | PDF | 2019 | 338 Pages | ISBN : 9811502935 | 20 MB

Charles M. (Chuck) Newman has been a leader in Probability Theory and Statistical Physics for nearly half a century. This three-volume set is a celebration of the far-reaching scientific impact of his work. It consists of articles by Chuck’s collaborators and colleagues across a number of the fields to which he has made contributions of fundamental significance. This publication was conceived during a conference in 2016 at NYU Shanghai that coincided with Chuck`s 70th birthday.

Georg Junker, "Supersymmetric Methods in Quantum, Statistical and Solid State Physics "

English | ISBN: 0750320249 | 2019 | 250 pages | PDF | 15 MB

Building on

Sojourns in Probability Theory and Statistical Physics – III: Interacting Particle Systems and Random Walks, A Festschrift for Charles M. Newman by Vladas Sidoravicius

English | PDF | 2019 | 327 Pages | ISBN : 981150301X | 5.8 MB

Charles M. (Chuck) Newman has been a leader in Probability Theory and Statistical Physics for nearly half a century. This three-volume set is a celebration of the far-reaching scientific impact of his work. It consists of articles by Chuck’s collaborators and colleagues across a number of the fields to which he has made contributions of fundamental significance. This publication was conceived during a conference in 2016 at NYU Shanghai that coincided with Chuck`s 70th birthday.

Handbook of Statistical Methods for Randomized Controlled Trials

pdf | 13.91 MB | English | Isbn: B09B4T23L5 | Author: KyungMann Kim | Year: 2021

pdf | 13.91 MB | English | Isbn: B09B4T23L5 | Author: KyungMann Kim | Year: 2021

Statistical Analysis With Excel For Dummies

pdf | 12.31 MB | English | Isbn: 978-1118464311 | Author: Joseph Schmuller | Year: 2013

pdf | 12.31 MB | English | Isbn: 978-1118464311 | Author: Joseph Schmuller | Year: 2013

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

Statistical concepts provide scientific framework in experimental studies, including randomized controlled trials. In order to design, monitor, analyze and draw conclusions scientifically from such clinical trials, clinical investigators and statisticians should have a firm grasp of the requisite statistical concepts. TheHandbook of Statistical Methods for Randomized Controlled Trialspresents these statistical concepts in a logical sequence from beginning to end and can be used as a textbook in a course or as a reference on statistical methods for randomized controlled trials.

Part I provides a brief historical background on modern randomized controlled trials and introduces statistical concepts central to planning, monitoring and analysis of randomized controlled trials. Part II describes statistical methods for analysis of different types of outcomes and the associated statistical distributions used in testing the statistical hypotheses regarding the clinical questions. Part III describes some of the most used experimental designs for randomized controlled trials including the sample size estimation necessary in planning. Part IV describe statistical methods used in interim analysis for monitoring of efficacy and safety data. Part V describe important issues in statistical analyses such as multiple testing, subgroup analysis, competing risks and joint models for longitudinal markers and clinical outcomes. Part VI addresses selected miscellaneous topics in design and analysis including multiple assignment randomization trials, analysis of safety outcomes, non-inferiority trials, incorporating historical data, and validation of surrogate outcomes.