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Causal Analysis

Encyclopedia of Social Network Analysis and Mining. 2nd Ed., 2018
J. Antonakis, T. Kleinbauer
semanticscholar   +3 more sources

Medicolegal causal analysis

Physical Medicine and Rehabilitation Clinics of North America, 2002
This article reviews basic tort law concepts, which medical evaluators should be familiar with when working in the medicolegal environment. To facilitate medicolegal causal analysis, the concept of the health claim statement or argument is proposed. We describe medicolegal causal analysis model, which should assist the medical evaluator's determination
Michel, Lacerte, Pierre, Forcier
openaire   +2 more sources

Causal Network Analysis

Annual Review of Sociology, 2022
Fueled by recent advances in statistical modeling and the rapid growth of network data, social network analysis has become increasingly popular in sociology and related disciplines. However, a significant amount of work in the field has been descriptive and correlational, which prevents the findings from being more rigorously translated into practices
Weihua An   +2 more
openaire   +1 more source

Scientist's guide to developing explanatory statistical models using causal analysis principles.

Ecology, 2019
Recent discussions of model selection and multimodel inference highlight a general challenge for researchers, which is how to clearly convey the explanatory content of a hypothesized model or set of competing models.
J. Grace, K. Irvine
semanticscholar   +1 more source

A critical realist approach to thematic analysis: producing causal explanations

Journal of Critical Realism, 2022
Thematic analysis (TA) is one of the most popular methods in social science. There are several different approaches to TA that hold different ontological commitments, ranging from positivistic coding reliability TA to constructivist reflexive TA. However,
T. Fryer
semanticscholar   +1 more source

Nonprobability Sampling and Causal Analysis

Annual Review of Statistics and Its Application, 2019
The long-standing approach of using probability samples in social science research has come under pressure through eroding survey response rates, advanced methodology, and easier access to large amounts of data.
Ulrich Kohler   +3 more
semanticscholar   +1 more source

Causal inference for time series analysis: problems, methods and evaluation

Knowledge and Information Systems, 2021
Time series data are a collection of chronological observations which are generated by several domains such as medical and financial fields. Over the years, different tasks such as classification, forecasting and clustering have been proposed to analyze ...
Raha Moraffah   +7 more
semanticscholar   +1 more source

Adoption behavior towards the use of nuclear technology in agriculture: A causal analysis

Technology and Society, 2018
Simultaneous achievement of sustainability, profitability, and productivity in the agricultural sector requires the development and utilization of appropriate technologies derived from agricultural research and extension of technological innovations in ...
Elaheh Ebrahimi Sarcheshmeh   +2 more
semanticscholar   +1 more source

Causal mediation analysis in economics: Objectives, assumptions, models

Journal of economic surveys (Print), 2021
The aim of mediation analysis is to identify and evaluate the mechanisms through which a treatment affects an outcome. The goal is to disentangle the total treatment effect into two components: the indirect effect that operates through one or more ...
Viviana Celli
semanticscholar   +1 more source

Maximal Causality Analysis

Fifth International Conference on Application of Concurrency to System Design (ACSD'05), 2006
Perfectly synchronous systems immediately react to the inputs of their environment, which may lead to so-called causality cycles between actions and their trigger conditions. Algorithms to analyze the consistency of such cycles usually extend data types by an additional value to explicitly indicate unknown values.
K. Schneider   +3 more
openaire   +1 more source

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