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ECN 221: Exam #1 – Arizona State University – Data Types, Descriptive Statistics, and Probability Review

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ECN 221: Exam #1 – Arizona State University – Data Types, Descriptive Statistics, and Probability Review Difference between Covariance and Correlation Coefficient? Covariance is r squared Correlation Coefficient is just r Coefficient of Correlation Cannot be larger than 1 How to tell if you are using sample or population equation? Sample : n-1 Population : N The variance of a sample was reported to be 144. The report indicated that ____= 7200. What is the sample size? (7200/144) + 1 = 51

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ECN 221: Exam #1 – Arizona State University –
Data Types, Descriptive Statistics, and
Probability Review

Difference between Covariance and Correlation Coefficient? Covariance is r squared

Correlation Coefficient is just r



Coefficient of Correlation Cannot be larger than 1



How to tell if you are using sample or population equation? Sample : n-1

Population : N



The variance of a sample was reported to be 144. The report indicated that ____= 7200.



What is the sample size? (7200/144) + 1 = 51



Empirical Rule states: for data having a bell-shaped distribution, the percentage of data values
being within two standard deviation of the mean is approximately? 95%



Empirical Rule: 1 standard deviation from mean= 68%

2 " " = 95%

3 " " = 98.7%



Coefficient of Variation indicates how large the standard deviation is relative to the
MEAN

, Two events are mutually exclusive if they have no sample points in common



Posterior Probabilities are computed using Baye's Theorem



Baye's Theorem Equation



Mutually Exclusive events Equation



Non Mutually exclusive events Equation



Variance Equations 1. population

2. sample size



Z-score Equation



Unions of Events Equations 1. mutually exclusive

2.non mutually exclusive



Chebyshev's Theorem Equation



Population Equation



Sample Size Equation

Types of Data 1. Qualitative/Quantitative

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