QUESTION IMAGE
Question
chapter 3 - part 1
review
sections 1 & 2
- identify whether each statement represents a
statistic or parameter.
s p data collected from a sample.
s p the average height of all students in athletics.
s p miles driven daily by some texas residents.
s p median income of female teachers.
- which set of data would be expected to have a
higher standard deviation due to there being
more variability?
a. what is the age of high school students?
b. what is the age of sealy residents?
- when the mean is greater than the median,
the data is...
a. skewed left c. bell - shaped / symmetrical
b. skewed right d. uniform
1.
Statement 1:
- Step1: Definition check
A statistic is a characteristic of a sample. Since "Data collected from a sample" refers to a sample - based measure, it is a statistic.
- Step2: Another definition check
A parameter is a characteristic of a population. "The average height of all students in athletics" refers to the entire population of students in athletics, so it is a parameter.
- Step3: Third definition check
"Miles driven daily by some Texas residents" is based on a sample (some residents, not all), so it is a statistic.
- Step4: Fourth definition check
"Median income of female teachers" - if we assume it is based on a sample (unless specified as all female teachers in a particular well - defined population), it is a statistic.
2.
Option A and B comparison
- Step1: Range of data
The age of high - school students is likely to be in a relatively narrow range (e.g., 14 - 18 years old).
- Step2: Another range of data
The age of Sealy residents can range from 0 (newborns) to over 100 years old. A larger range of values generally leads to a higher standard deviation (since standard deviation measures the spread of data). So, the data set of the age of Sealy residents (Option B) has more variability.
3.
Skewness and mean - median relationship
- Step1: Skewness concept
In a right - skewed distribution, there are a few large values (outliers on the right side). These large values pull the mean towards the right (increase the mean).
- Step2: Mean - median comparison
The median is less affected by extreme values. So, when the mean is greater than the median, the data is skewed right.
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1.
- Data collected from a sample: Statistic (S)
- The average height of all students in athletics: Parameter (P)
- Miles driven daily by some Texas residents: Statistic (S)
- Median income of female teachers: Statistic (S)
- B. What is the age of Sealy residents?
- B. skewed right