Fundamentals of causal inference
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Fundamentals of Causal Inference
Explains and relates different methods of confounding adjustment in terms of potential outcomes and graphical models, including standardization, diffe
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Causal Inference in Python
In this book, author Matheus Facure explains the untapped potential of causal inference for estimating impacts and effects.
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Causal Inference in Statistics
Many of the concepts and terminology surrounding modern causal inference can be quite intimidating to the novice. Judea Pearl presents a book ideal fo
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Artificial Intelligence and Causal Inference
Artificial Intelligence and Causal Inference address the recent development of relationships between artificial intelligence (AI) and causal inference
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Causal Inference Taylor & Francis Ltd
The application of causal inference methods is growing exponentially in fields that deal with observational data. Written by pioneers in the field, this practical book presents an authoritative yet accessible overview of the methods and applications of causal inference. With a wide range of detailed, worked examples using real epidemiologic data as well as software for re...
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SAGE Handbook of Regression Analysis and Causal Inference
Covering both general and advanced aspects of multivariate methods, this handbook focuses on regression analysis of cross-sectional and longitudinal d
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Handbook of Matching and Weighting Adjustments for Causal Inference Taylor & Francis Ltd
This handbook provides a comprehensive survey of the most recent methods of adjustment by matching, weighting, machine learning and their combinations. When used alone, matching and weighting do not use outcome information, so they are part of the design of an observational study. When used in conjunction with models for the outcome, matching and weighting may enhance the...
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Stata Companion for The Fundamentals of Social Research
This workbook teaches students how to use the popular Stata statistical software program to assess causal relationships using real data. It parallels
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SPSS Companion for The Fundamentals of Social Research
This workbook teaches students how to use the popular SPSS statistical software program to assess causal relationships using real data. It parallels t
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SPSS Companion for the Third Edition of The Fundamentals of Political Science Research
This workbook teaches students how to use the popular SPSS statistical software program to assess causal relationships using real political science da
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Design and Analysis of Experiments and Observational Studies using R
It exposes students to the foundations of classical experimental design and observational studies through a modern framework. A causal inference frame
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Digital Image Processing Taylor & Francis Ltd
The book´s primary objective is to offer an overview to the elementary concepts and practices appropriate to DIP. It starts with an expanded coverage of the fundamentals to provide a more comprehensive and cohesive coverage of the topics. The video lectures for specific topics through YouTube enable easy inference for the readers. The addition of contents at the end of ea...
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Rationality : What It Is, Why It Seems Scarce, Why It Matters - Stabenow Cornelia, Pinker Steven, Pinker Steven
Anotace: In the twenty-first century, humanity is reaching new heights of scientific understanding - and at the same time appears to be losing its mind. How can a species that discovered vaccines for Covid-19 in less than a year produce so much fake news, quack cures and conspiracy theorizing?In Rationality, Pinker rejects the cynical cliche that humans are simply an irr...
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Rationality : What It Is, Why It Seems Scarce, Why It Matters - Steven Pinker
<p>In the twenty-first century, humanity is reaching new heights of scientific understanding - and at the same time appears to be losing its mind. How can a species that discovered vaccines for Covid-19 in less than a year produce so much fake news, quack cures and conspiracy theorizing? In Rationality, Pinker rejects the cynical cliche that humans are simply an ir...
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