The ________ ________ is the range of the middle 50% of the observations in a data set.
Table of contents
- 1. Intro to Stats and Collecting Data1h 14m
- 2. Describing Data with Tables and Graphs1h 55m
- 3. Describing Data Numerically2h 5m
- 4. Probability2h 16m
- 5. Binomial Distribution & Discrete Random Variables3h 6m
- 6. Normal Distribution and Continuous Random Variables2h 11m
- 7. Sampling Distributions & Confidence Intervals: Mean3h 23m
- Sampling Distribution of the Sample Mean and Central Limit Theorem19m
- Distribution of Sample Mean - Excel23m
- Introduction to Confidence Intervals15m
- Confidence Intervals for Population Mean1h 18m
- Determining the Minimum Sample Size Required12m
- Finding Probabilities and T Critical Values - Excel28m
- Confidence Intervals for Population Means - Excel25m
- 8. Sampling Distributions & Confidence Intervals: Proportion1h 25m
- 9. Hypothesis Testing for One Sample3h 29m
- 10. Hypothesis Testing for Two Samples4h 50m
- Two Proportions1h 13m
- Two Proportions Hypothesis Test - Excel28m
- Two Means - Unknown, Unequal Variance1h 3m
- Two Means - Unknown Variances Hypothesis Test - Excel12m
- Two Means - Unknown, Equal Variance15m
- Two Means - Unknown, Equal Variances Hypothesis Test - Excel9m
- Two Means - Known Variance12m
- Two Means - Sigma Known Hypothesis Test - Excel21m
- Two Means - Matched Pairs (Dependent Samples)42m
- Matched Pairs Hypothesis Test - Excel12m
- 11. Correlation1h 24m
- 12. Regression1h 50m
- 13. Chi-Square Tests & Goodness of Fit2h 21m
- 14. ANOVA1h 57m
3. Describing Data Numerically
Percentiles & Quartiles
Problem 3.4.36
Textbook Question
Mensa is an organization designed for people of high intelligence. One qualifies for Mensa if one’s intelligence is measured at or above the 98th percentile. Explain what this means.
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Understand that a percentile indicates the relative standing of a value within a data set. The 98th percentile means that a score is higher than or equal to 98% of all scores in the distribution.
Recognize that qualifying for Mensa at or above the 98th percentile means a person’s intelligence score is greater than or equal to 98% of the population's intelligence scores.
Interpret this as being in the top 2% of the population in terms of intelligence, since 100% - 98% = 2%.
Note that the intelligence scores are typically assumed to follow a certain distribution, often a normal distribution, which allows us to identify the cutoff score corresponding to the 98th percentile.
Summarize that to qualify for Mensa, a person must have an intelligence score that is at least as high as the score that separates the top 2% from the rest of the population.
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Key Concepts
Here are the essential concepts you must grasp in order to answer the question correctly.
Percentiles
A percentile indicates the relative standing of a value within a data set. Being at the 98th percentile means scoring higher than 98% of the population, placing the individual among the top 2% in intelligence scores.
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Intelligence Measurement
Intelligence is often measured using standardized tests that produce scores reflecting cognitive abilities. These scores are compared across a population to determine where an individual ranks.
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Qualification Criteria
Organizations like Mensa set specific cutoff points, such as the 98th percentile, to define eligibility. This ensures that only individuals with exceptionally high intelligence scores qualify for membership.
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