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Statistical Approaches to Causal Analysis, Matthew McBee


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Автор: Matthew McBee
Название:  Statistical Approaches to Causal Analysis
ISBN: 9781529711127
Издательство: Sage Publications
Классификация: ISBN-10: 1529711126
Обложка/Формат: Ebook
Страницы: 264
Вес: 0.00 кг.
Дата издания: 15.03.2022
Серия: Reference/Librarianship
Язык: English
Размер: 186 x 233 x 23
Читательская аудитория: College/higher education
Ключевые слова: Research & information: general,Research methods: general,Social research & statistics
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Поставляется из: Англии
Описание:

This book provides an up-to-date and accessible introduction to causal inference in quantitative research. Featuring worked example datasets throughout, it clearly outlines the steps involved in carrying out various types of statistical causal analysis. In turn, helping you apply these methods to your own research.

It contains guidance on:

  • Selecting the most appropriate conditioning method for your data.
  • Applying the Rubin’s Causal Model to your analysis, a mathematical framework for understanding and ensuring accurate causation inferences.
  • Utilising various techniques and designs, such as propensity scores, instrumental variables analysis, and regression discontinuity designs, to better synthesise and analyse different types of data.

Part of The SAGE Quantitative Research Kit, this book will give you the know-how and confidence needed to succeed on your quantitative research journey.



Counterfactuals and Causal Inference

Автор: Morgan
Название: Counterfactuals and Causal Inference
ISBN: 1107694167 ISBN-13(EAN): 9781107694163
Издательство: Cambridge Academ
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Цена: 38010.00 T
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Описание: Cause-and-effect questions are the motivation for most research in the social, demographic, and health sciences. The counterfactual approach to causal analysis represents a unified framework for the prosecution of these questions. This second edition aims to convince more social scientists to take this approach when analyzing these core empirical questions.

Introduction to Statistical Decision Theory: Utility Theory and Causal Analysis

Автор: Silvia Bacci, Bruno Chiandotto
Название: Introduction to Statistical Decision Theory: Utility Theory and Causal Analysis
ISBN: 1138083569 ISBN-13(EAN): 9781138083561
Издательство: Taylor&Francis
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Цена: 117390.00 T
Наличие на складе: Невозможна поставка.
Описание: This book provides the theoretical background to approach decision theory from a statistical perspective. It covers both traditional approaches, in terms of value theory and expected utility theory, and recent developments, in terms of causal inference.

Statistical Causal Inferences and Their Applications in Public Health Research

Автор: He Hua, Wu Pan, Chen Ding-Geng (Din)
Название: Statistical Causal Inferences and Their Applications in Public Health Research
ISBN: 3319823086 ISBN-13(EAN): 9783319823089
Издательство: Springer
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Цена: 93160.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book compiles and presents new developments in statistical causal inference. The book brings together experts engaged in causal inference research to present and discuss recent issues in causal inference methodological development.

Handbook of Causal Analysis for Social Research

Автор: Stephen L. Morgan
Название: Handbook of Causal Analysis for Social Research
ISBN: 9401794073 ISBN-13(EAN): 9789401794077
Издательство: Springer
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Цена: 69870.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book reviews the tremendous progress of the past 15 years in the causal analysis of non-experimental data, also known as observational data, and shows how to use state-of-the-art methods for causal analysis in basic and applied empirical scholarship.

Introduction to Statistical Decision Theory: Utility Theory and Causal Analysis

Автор: Bacci Silvia, Chiandotto Bruno
Название: Introduction to Statistical Decision Theory: Utility Theory and Causal Analysis
ISBN: 1032091754 ISBN-13(EAN): 9781032091754
Издательство: Taylor&Francis
Рейтинг:
Цена: 50010.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book provides the theoretical background to approach decision theory from a statistical perspective. It covers both traditional approaches, in terms of value theory and expected utility theory, and recent developments, in terms of causal inference.

Causality and Causal Modelling in the Social Sciences

Автор: Federica Russo
Название: Causality and Causal Modelling in the Social Sciences
ISBN: 9048179963 ISBN-13(EAN): 9789048179961
Издательство: Springer
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Цена: 139750.00 T
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Описание: This investigation into causal modelling presents the rationale of causality; i.e. what guides reasoning in causal modeling. In contrast to the dominant paradigm, it argues that causal models are governed by a variation, rather than regularity or invariance.

Statistical Causal Inferences and Their Applications in Public Health Research

Автор: He
Название: Statistical Causal Inferences and Their Applications in Public Health Research
ISBN: 3319412574 ISBN-13(EAN): 9783319412573
Издательство: Springer
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Цена: 102480.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book compiles and presents new developments in statistical causal inference. The accompanying data and computer programs are publicly available so readers may replicate the model development and data analysis presented in each chapter. In this way, methodology is taught so that readers may implement it directly. The book brings together experts engaged in causal inference research to present and discuss recent issues in causal inference methodological development. This is also a timely look at causal inference applied to scenarios that range from clinical trials to mediation and public health research more broadly. In an academic setting, this book will serve as a reference and guide to a course in causal inference at the graduate level (Master's or Doctorate). It is particularly relevant for students pursuing degrees in statistics, biostatistics, and computational biology. Researchers and data analysts in public health and biomedical research will also find this book to be an important reference.

Explanation in Action Theory and Historiography: Causal and Teleological Approaches

Автор: Gunnar Schumann
Название: Explanation in Action Theory and Historiography: Causal and Teleological Approaches
ISBN: 1138584401 ISBN-13(EAN): 9781138584402
Издательство: Taylor&Francis
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Цена: 148010.00 T
Наличие на складе: Невозможна поставка.
Описание: Is the appropriate form of human action explanation causal or rather teleological? This volume brings together causalists and anti-causalists to address enduring philosophical questions at the heart of this debate, as well as their implications for the practice of historiography.

Hamas and Suicide Terrorism: Multi-causal and Multi-level Approaches

Автор: Rashmi Singh
Название: Hamas and Suicide Terrorism: Multi-causal and Multi-level Approaches
ISBN: 0415832284 ISBN-13(EAN): 9780415832281
Издательство: Taylor&Francis
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Цена: 46950.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book analyses the root causes of suicide terrorism at both the elite and rank-and- file levels of the Hamas and also explains why this tactic has disappeared in the post-2006 period.

Max Weber`s Comparative-Historical Sociology Today: Major Themes, Mode of Causal Analysis, and Applications

Автор: Stephen Kalberg
Название: Max Weber`s Comparative-Historical Sociology Today: Major Themes, Mode of Causal Analysis, and Applications
ISBN: 1409432238 ISBN-13(EAN): 9781409432234
Издательство: Taylor&Francis
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Цена: 40820.00 T
Наличие на складе: Невозможна поставка.
Описание: Bringing together the author`s major scholarly work on Max Weber, this title addresses major themes in Weber`s thought, whilst also examining the mode of analysis practised in his comparative-historical writings. By exploring Weber`s concepts and procedures, it conveys the rigor of his research strategies, demonstrating their uniqueness.

C-5 Channel Delays: Analysis of Potential Causal Factors

Автор: Vann Matthew T.
Название: C-5 Channel Delays: Analysis of Potential Causal Factors
ISBN: 128839568X ISBN-13(EAN): 9781288395682
Издательство: Неизвестно
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Цена: 71050.00 T
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Analysis of the Causal Factors Behind the United States Navy`s Warship-Building Programs from 1933 to 1941

Автор: Barrett John Michael
Название: Analysis of the Causal Factors Behind the United States Navy`s Warship-Building Programs from 1933 to 1941
ISBN: 1249403987 ISBN-13(EAN): 9781249403982
Издательство: Неизвестно
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Цена: 71050.00 T
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