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Handle missing values, eliminate duplicate entries, and detect outliers that could skew results.

The third edition updates classic statistical theories to match the speed of modern digital computing. Key advancements in this updated text include:

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Time-series analysis evaluates data points collected at consistent intervals over time to identify seasonal trends and cyclical patterns.

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Quantitative techniques act as a scientific supplement to judgment and intuition. In a business context, these techniques help: Quantitative statistical techniques - Van Schaik Publishers

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Evaluation of skewness and kurtosis to determine normality, which dictates whether parametric or non-parametric tests are appropriate. 2. Inferential Statistics and Hypothesis Testing

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: Covers essential operations, functions, differentiation, integration, and matrix algebra to prepare students for higher-level modeling. Decision-Making Models