In: Statistics and Probability
1-We wish to estimate what percent of adult residents in a certain county are parents. Out of 200 adult residents sampled, 76 had kids. Based on this, construct a 95% confidence interval for the proportion p of adult residents who are parents in this county. Provide the point estimate and margin of error. Give your answers as decimals, to three places.
p = ±
2- If n=16n=16, ¯x=48x¯=48, and s=20s=20, construct a confidence
interval at a 90% confidence level. Assume the data came from a
normally distributed population.
Give your answers to one decimal place.
< μ <
3- You measure 30 turtles' weights, and find they have a mean
weight of 31 ounces. Assume the population standard deviation is
9.1 ounces. Based on this, determine the point estimate and margin
of error for a 95% confidence interval for the true population mean
turtle weight.
Give your answers as decimals, to two places
μ=± ounces
4-
You intend to estimate a population mean μμ from the following sample.
84.1 | 80 | 70.1 | 83.4 |
82.5 | 100 | 88.8 | 68.2 |
69.7 | 80.3 | 66.6 | 74.2 |
94.3 | 86 | 73.1 | 98.6 |
74.6 | 88.2 | 83.7 | 78.1 |
66.7 | 71.8 | 78.1 | 79.1 |
83.5 | 84.2 | 74.8 | 76.6 |
96.9 | 83 |
Find the 99.9% confidence interval. Enter your answer accurate to
two decimal place (because the sample data are reported accurate to
one decimal place).
<μ<
1-We wish to estimate what percent of adult residents in a certain county are parents. Out of 200 adult residents sampled, 76 had kids. Based on this, construct a 95% confidence interval for the proportion p of adult residents who are parents in this county. Provide the point estimate and margin of error. Give your answers as decimals, to three places.
We have n > 30 that is it large
x: No. of residents having kids
x= 76 n = 200
Sample proportion = 0.38 ( x / n)
We will approximate it to normal distribution.
95% confidence interval for population proportion
Where the alpha = 1- 95% = 0.05
Using the normal distribution percentage tables
= 1.96
The interval is
2- If n=16n=16, ¯x=48x¯=48, and s=20s=20, construct a confidence interval at a 90% confidence level. Assume the data came from a normally distributed population.
We do not have the population SD so we will use the t-dist
90% confidence interval for population mean
Where alpha = 1 - 90% = 0.10
Critical value at 0.10
= 1.753 ...................t-dist tables p = 0.05, df = 15
90% interval
3- You measure n =30 turtles' weights, and find they have a mean weight of = 31ounces. Assume the population standard deviation is = 9.1 ounces. Based on this, determine the point estimate and margin of error for a 95% confidence interval for the true population mean turtle weight.
We have the population SD so we will use normal distribution to calculate the critical values
95% confidence interval for population mean
Where alpha = 1 - 95% = 0.05
Critical value at 0.05
= 1.96 ...................normal percentage tables with p = 0.025
95% interval
4-
You intend to estimate a population mean μμ from the following sample.
84.1 | 80 | 70.1 | 83.4 |
82.5 | 100 | 88.8 | 68.2 |
69.7 | 80.3 | 66.6 | 74.2 |
94.3 | 86 | 73.1 | 98.6 |
74.6 | 88.2 | 83.7 | 78.1 |
66.7 | 71.8 | 78.1 | 79.1 |
83.5 | 84.2 | 74.8 | 76.6 |
96.9 | 83 |
Here again we will use the t-dist since we do not have population SD
n = 30
Find the 99.9% confidence interval. Enter your answer
accurate to two decimal place (because the sample data are reported
accurate to one decimal place).
99.9% confidence interval for population mean
Where alpha = 1 - 99.9% = 0.001
Critical value at 0.001
= 3.659 ...................t-dist tables p = 0.0005, df = 29
99.9% interval