Tag: Decision Theory
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Gall’s Law
Gall’s Law posits that effective complex systems evolve from simpler, functional predecessors. Widely applied in fields like engineering and organizational design, the principle advocates for an iterative development process that starts with basic, operational systems.
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Sensitivity Analysis
Sensitivity Analysis quantifies the impact of variable changes on a specific outcome within a model. Employed across various disciplines, it aids in risk assessment, model validation, and decision-making, offering metrics to represent sensitivity.
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Expected Value
Expected value, a cornerstone of statistics and probability, indicates the average outcome of repeated events. Despite its ubiquity in fields such as economics and decision-making, it doesn’t predict individual outcomes and can be skewed by outliers. Its broad applications necessitate considering ethical implications due to potential unequal impacts.
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Null Hypothesis
In statistical hypothesis testing, the null hypothesis asserts a lack of effect and serves as a baseline for evaluation. Specific tests are employed to assess evidence, leading to either the rejection or the failure to reject this initial assumption. This methodology is pivotal in both scientific inquiry and rational decision-making.