Design and Analysis of Experiments and Observational Studies using R, By Nathan Taback

Автор: Angela M. Dean; Daniel Voss
Название: Design and Analysis of Experiments
ISBN: 1475772920 ISBN-13(EAN): 9781475772920
Издательство: Springer
Рейтинг:
Цена: 46570.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Our initial motivation for writing this book was the observation from various students that the subject of design and analysis of experiments can seem like "a bunch of miscellaneous topics. "Webelievethattheidenti?cationoftheobjectivesoftheexperimentandthepractical considerations governing the design form the heart of the subject matter and serve as the link between the various analytical techniques. We also believe that learning about design and analysis of experiments is best achieved by the planning, running, and analyzing of a simple experiment. With these considerations in mind, we have included throughout the book the details of the planning stage of several experiments that were run in the course of teaching our classes. The experiments were run by students in statistics and the applied sciences and are suf?ciently simple that it is possible to discuss the planning of the entire experiment in a few pages, and the procedures can be reproduced by readers of the book. In each of these experiments, we had access to the investigators' actual report, including the dif?culties they came across and how they decided on the treatment factors, the needed number of observations, and the layout of the design. In the later chapters, we have included details of a number of published experiments. The outlines of many other student and published experiments appear as exercises at the ends of the chapters. Complementing the practical aspects of the design are the statistical aspects of the anal ysis. We have developed the theory of estimable functions and analysis of variance with somecare, butatalowmathematicallevel.

Автор: Sandip K. Chakrabarti
Название: Observational Evidence for Black Holes in the Universe
ISBN: 9401059950 ISBN-13(EAN): 9789401059954
Издательство: Springer
Рейтинг:
Цена: 46570.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Proceedings of a conference held in Calcutta, India, January 10-17, 1998

Автор: Paul R. Rosenbaum
Название: Design of Observational Studies
ISBN: 1461424860 ISBN-13(EAN): 9781461424864
Издательство: Springer
Рейтинг:
Цена: 121110.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Observational studies are common in most fields that study the effects of treatments on people. This book is both an introduction to statistical inference in observational studies and a discussion of the principles guiding the design of observational studies.

Автор: Mark J. van der Laan; Sherri Rose
Название: Targeted Learning
ISBN: 1461429110 ISBN-13(EAN): 9781461429111
Издательство: Springer
Рейтинг:
Цена: 130430.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: As the size of data sets grows ever larger, the need for valid statistical tools is greater than ever. This book introduces super learning and the targeted maximum likelihood estimator, and discusses complex data structures and related applied topics.

Название: Probability Theory and Statistical Inference
ISBN: 0521424089 ISBN-13(EAN): 9780521424080
Издательство: Cambridge Academ
Рейтинг:
Цена: 48570.00 T
Наличие на складе: Поставка под заказ.
Описание: This major new textbook from a distinguished econometrician is intended for students taking introductory courses in probability theory and statistical inference. No prior knowledge other than a basic familiarity with descriptive statistics is assumed. The primary objective of this book is to establish the framework for the empirical modelling of observational (non-experimental) data. This framework known as 'Probabilistic Reduction' is formulated with a view to accommodating the peculiarities of observational (as opposed to experimental) data in a unifying and logically coherent way. Probability Theory and Statistical Inference differs from traditional textbooks in so far as it emphasizes concepts, ideas, notions and procedures which are appropriate for modelling observational data. Aimed at students at second-year undergraduate level and above studying econometrics and economics, this textbook will also be useful for students in other disciplines which make extensive use of observational data, including finance, biology, sociology and psychology and climatology.

Автор: Aris Spanos
Название: Probability Theory and Statistical Inference: Empirical Modeling with Observational Data
ISBN: 1107185149 ISBN-13(EAN): 9781107185142
Издательство: Cambridge Academ
Рейтинг:
Цена: 109830.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Doubt over the trustworthiness of published empirical results is often a result of statistical mis-specification or invalid probabilistic assumptions. This course in empirical research methods enables the specification and validation of statistical models, facilitating their informed implementation and giving rise to trustworthy evidence.

Автор: Aris Spanos
Название: Probability Theory and Statistical Inference: Empirical Modeling with Observational Data
ISBN: 1316636372 ISBN-13(EAN): 9781316636374
Издательство: Cambridge Academ
Рейтинг:
Цена: 57030.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Doubt over the trustworthiness of published empirical results is often a result of statistical mis-specification or invalid probabilistic assumptions. This course in empirical research methods enables the specification and validation of statistical models, facilitating their informed implementation and giving rise to trustworthy evidence.

Автор: Rosenbaum Paul R.
Название: Design of Observational Studies
ISBN: 3030464040 ISBN-13(EAN): 9783030464042
Издательство: Springer
Рейтинг:
Цена: 102480.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This second edition of Design of Observational Studies is both an introduction to statistical inference in observational studies and a detailed discussion of the principles that guide the design of observational studies.

Автор: Nauta Jozef
Название: Statistics in Clinical and Observational Vaccine Studies
ISBN: 3030376923 ISBN-13(EAN): 9783030376925
Издательство: Springer
Рейтинг:
Цена: 93160.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book offers an overview of the statistical methods used in clinical and observational vaccine studies. Pursuing a practical rather than theoretical approach, it presents a range of real-world examples with SAS codes, making the application of the methods straightforward. This revised edition has been significantly expanded to reflect the current interest in this area. It opens with two introductory chapters on the immunology of vaccines to provide readers with the necessary background knowledge. It then continues with an in-depth exploration of the analysis of immunogenicity data. Discussed are, amongst others, maximum likelihood estimation for censored antibody titers, ANCOVA for antibody values, analysis of data of equivalence, and non-inferiority immunogenicity studies. Other topics covered include fitting protection curves to data from vaccine efficacy studies, and the analysis of vaccine safety data. In addition, the book features four new chapters on vaccine field studies: an introductory one, one on randomized vaccine efficacy studies, one on observational vaccine effectiveness studies, and one on the meta-analysis of vaccine efficacy studies. The book offers useful insights for statisticians and epidemiologists working in the pharmaceutical industry or at vaccines institutes, as well as graduate students interested in pharmaceutical statistics.

Автор: Nauta Jozef
Название: Statistics in Clinical and Observational Vaccine Studies
ISBN: 3030376958 ISBN-13(EAN): 9783030376956
Издательство: Springer
Цена: 93160.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание:

1.The Interplay Between Microorganisms and the Immune System.- 2. Analysis of Immunogenicity Data.- 3. Vaccine Field Studies.- 4. Correlates of Protection.- 5. Analysis of Vaccine Safety Data.

Автор: Rosenbaum Paul R.
Название: Design of Observational Studies
ISBN: 3030464075 ISBN-13(EAN): 9783030464073
Издательство: Springer
Цена: 130430.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This second edition of Design of Observational Studies is both an introduction to statistical inference in observational studies and a detailed discussion of the principles that guide the design of observational studies.

Автор: Rosenbaum, Paul
Название: Replication and evidence factors in observational studies
ISBN: 0367483882 ISBN-13(EAN): 9780367483883
Издательство: Taylor&Francis
Рейтинг:
Цена: 117390.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: "Concepts and Applications": readable by most people who use statistical methods for empirical research on human beings - epidemiologists, medical researchers, social scientists."Theory": readable to people with a PhD in statistics. The goal is to make the subject accessible without specialized knowledge, something not possible in articles.