2024 | OriginalPaper | Chapter
14. Statistical Inference: General Concepts, Parameter Estimation, Confidence Intervals, and Testing of Hypotheses
Author : Herfried Kohl
Published in: Managing SMEs in Times of Rapid Change, Uncertainty, and Disruption
Publisher: Springer Nature Switzerland
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Key Topics in This Chapter: Mainly Quantitative
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Characteristics and distributions of sample data.
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Estimation of distribution parameters: Maximum likelihood, method of moments, Bayesian approach.
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Determination of confidence intervals for distribution parameters.
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Estimation of the CDF and of quantiles.
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Formulation of statistical tests.
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Graphical goodness of fit tests.