True or False: When conducting a cluster sample, it is better to have fewer clusters with more individuals when the clusters are heterogeneous.
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
1. Intro to Stats and Collecting Data
Sampling Methods
Problem 1.4.28a
Textbook Question
Systematic Sample To predict the outcome of a county election, a newspaper obtains a list of all 945,035 registered voters in the county and wants to conduct a systematic sample.
Determine k if the sample size is 130.
Verified step by step guidance1
Understand that in systematic sampling, you select every k-th individual from the population list to form your sample.
Identify the population size (N) and the desired sample size (n). Here, N = 945,035 and n = 130.
Calculate the sampling interval k using the formula:
\[k = \frac{N}{n}\]
Substitute the values into the formula:
\[k = \frac{945,035}{130}\]
Interpret the value of k as the step size to select every k-th voter from the list to get a sample of size 130.
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Key Concepts
Here are the essential concepts you must grasp in order to answer the question correctly.
Systematic Sampling
Systematic sampling is a method where you select every k-th individual from a list after choosing a random starting point. It is used to ensure a spread-out sample across the population, making it easier and quicker than simple random sampling while maintaining representativeness.
Recommended video:
Sampling Distribution of Sample Proportion
Sample Size (n)
Sample size refers to the number of individuals or observations selected from the population for analysis. It affects the accuracy and reliability of the results; in this question, the sample size is given as 130, which determines how frequently individuals are selected in the systematic sample.
Recommended video:
Sampling Distribution of Sample Proportion
Sampling Interval (k)
The sampling interval k is the fixed step size used in systematic sampling, calculated by dividing the population size (N) by the sample size (n). It indicates that every k-th individual on the list is chosen, ensuring the sample is evenly distributed across the population.
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Sampling Distribution of Sample Proportion
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