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Statistical Inference: General Concepts, Parameter Estimation, Confidence Intervals, and Testing of Hypotheses

In: Managing SMEs in Times of Rapid Change, Uncertainty, and Disruption

Author

Listed:
  • Herfried Kohl

Abstract

Key Topics in This Chapter: Mainly Quantitative This chapter contains important aspects of dealing with data. The topics include: Characteristics and distributions of sample data. Estimation of distribution parameters: Maximum likelihood, method of moments, Bayesian approach. Determination of confidence intervals for distribution parameters. Estimation of the CDF and of quantiles. Formulation of statistical tests. Graphical goodness of fit tests.

Suggested Citation

Handle: RePEc:spr:fuobcp:978-3-031-71272-2_14
DOI: 10.1007/978-3-031-71272-2_14
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