Standard Error of Estimate A random sample of 118 different female statistics students is obtained and their weights are measured in kilograms and in pounds. Using the 118 paired weights (weight in kg, weight in lb), what is the value of se? For a female statistics student who weighs 100 lb, the predicted weight in kilograms is 45.4 kg. What is the 95% prediction interval?
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: Proportion2h 10m
- 9. Hypothesis Testing for One Sample5h 8m
- Steps in Hypothesis Testing1h 6m
- Performing Hypothesis Tests: Means1h 4m
- Hypothesis Testing: Means - Excel42m
- Performing Hypothesis Tests: Proportions37m
- Hypothesis Testing: Proportions - Excel27m
- Performing Hypothesis Tests: Variance12m
- Critical Values and Rejection Regions28m
- Link Between Confidence Intervals and Hypothesis Testing12m
- Type I & Type II Errors16m
- 10. Hypothesis Testing for Two Samples5h 37m
- 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
- Two Variances and F Distribution29m
- Two Variances - Graphing Calculator16m
- 11. Correlation1h 24m
- 12. Regression3h 33m
- Linear Regression & Least Squares Method26m
- Residuals12m
- Coefficient of Determination12m
- Regression Line Equation and Coefficient of Determination - Excel8m
- Finding Residuals and Creating Residual Plots - Excel11m
- Inferences for Slope31m
- Enabling Data Analysis Toolpak1m
- Regression Readout of the Data Analysis Toolpak - Excel21m
- Prediction Intervals13m
- Prediction Intervals - Excel19m
- Multiple Regression - Excel29m
- Quadratic Regression15m
- Quadratic Regression - Excel10m
- 13. Chi-Square Tests & Goodness of Fit2h 21m
- 14. ANOVA2h 28m
3. Describing Data Numerically
Standard Deviation
Problem 2.4.11a
Textbook Question
Archaeology The depths (in inches) at which 10 artifacts are found are listed.
20.7 24.8 30.5 26.2 36.0 34.3 30.3 29.5 27.0 38.5
a. Find the range of the data set.
Verified step by step guidance1
Step 1: Understand the concept of range. The range of a data set is the difference between the maximum value and the minimum value in the set. It provides a measure of the spread of the data.
Step 2: Identify the maximum value in the data set. Look at the given depths: 20.7, 24.8, 30.5, 26.2, 36.0, 34.3, 30.3, 29.5, 27.0, 38.5. The maximum value is the largest number in this list.
Step 3: Identify the minimum value in the data set. Similarly, find the smallest number in the list of depths provided.
Step 4: Subtract the minimum value from the maximum value. Use the formula: .
Step 5: The result of this subtraction will give you the range of the data set. Ensure the units (inches) are included in the final interpretation of the range.
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Key Concepts
Here are the essential concepts you must grasp in order to answer the question correctly.
Range
The range is a measure of dispersion that indicates the difference between the maximum and minimum values in a data set. It provides a simple way to understand the spread of the data. To calculate the range, subtract the smallest value from the largest value. In this case, it helps to summarize the variability in the depths at which the artifacts were found.
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Data Set
A data set is a collection of related values or observations that can be analyzed statistically. In this context, the data set consists of the depths at which the 10 artifacts were discovered. Understanding the structure of the data set is crucial for performing calculations like the range and for interpreting the results meaningfully.
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Descriptive Statistics
Descriptive statistics are statistical methods that summarize and describe the main features of a data set. This includes measures such as mean, median, mode, and range. These statistics provide insights into the central tendency and variability of the data, making it easier to understand the overall pattern and characteristics of the artifacts' depths.
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