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Worksheets5 STATISTICS AND PROBABILITY
Total questions: 165
Worksheet time: 3hrs 45mins
A point estimate of a population consists of how many numbers?
1
2
10
infinite
Which statement is true?
A. Estimation is a procedure where a numerical value or values are assigned to the population parameter based on the information collected from a sample.
B. Estimation is a procedure where numerical value or values are assigned to the sample statistic based on the information collected from a sample.
Statement A only
Statement B only
Statements A and B
Neither A nor B
What is a point estimate?
average of sample values
average of population values
a single value that represents the unknown sample statistic
a single value that represents the unknown population parameter
It refers to a range of values that contains the parameter value
confidence limit
confidence interval
confidence coefficient
confidence level
A property of a point estimator that occurs whenever a large sample sizes tend to provide point estimates closer to the population parameter
efficiency
unbiased
consistency
relative estimation
A random sample of 121 bottles of cologne showed an average content of 4 ounces. It is known that the population standard deviation of the contents is 0.22 ounces. In this problem, the 4 ounces is?
A parameter
A statistic
The standard error of the mean
The average content of colognes in the long run
When a 99% confidence interval is calculated instead of a 95% confidence interval with n being the same, the maximum error of estimate will be?
smaller
larger
the same
not be determined
Given the information that n=60 σ=0.25 , and xbar = 25 , find the 95% confidence interval of the population mean
64.94 to 65.06
64.92 to 65.08
24.94 to 25.06
24.92 to 25.08
The scores of a random sample of 100 high school students on a standardized mathematics test in school A gave a mean of 78 and a standard deviation of 20.
What is the best point estimate of the true average score in this standardized mathematics test?
20
78
95
100
The scores of a random sample of 100 high school students on a standardized mathematics test in school A gave a mean of 78 and a standard deviation of 20.
Find the 95% confidence interval estimate for the true average score in mathematics in this standardized test.
1.96 to 3.92
76 to 80
74.08 to 81.92
74.80 to 81.29
Which of the following DOES NOT belong to the group?
μ
x
s
s2
Which is the basis for estimating a parameter value?
sample statistics
sample parameter
population statistics
population parameter
It is an estimate of a parameter which uses a specific numerical value.
interval estimate
exact estimate
point estimate
mean estimate
Which of the following illustrates interval estimate?
more than 12 hours
exactly 12.8 hours
about 8 to 12 hours
less than 8 hours
In a survey conducted by a researcher in economics, 5 groups of residents of Masagana City were asked about their expenses in a day. The mean expenses in pesos for each group are as follows: 588, 632, 575, 740, and 610.
What is the point estimate of the population mean?
P786.25
P629
P524.16
P449.28
In a survey conducted by a researcher in economics, 5 groups of residents of Masagana City were asked about their expenses in a day. The mean expenses in pesos for each group are as follows: 588, 632, 575, 740, and 610.
What is the point estimate of the population standard deviation?
P3,457.60
P4,322.00
P58.80
P65.74
It is the probability that the interval estimate contains the parameter.
confidence level
confidence coefficient
confidence interval
confidence mean
What are the critical values for a 90% confidence level?
±1.32
±1.65
±1.96
±2.58
What will happen to the confidence coefficient if the confidence level decreases?
increase
decrease
nothing
cannot be determined
What is the confidence level if the confidence coefficient is ?
90%
95%
98%
99%
The mean heights of selected 80 male students in Matalino University is 1.65 meters with a standard deviation of 0.12 meters.
Which of the given confidence coefficient should be used if you want to be 99% confidence in your estimation?
±1.32
±1.65
±1.96
±2.58
The mean heights of selected 80 male students in Matalino University is 1.65 meters with a standard deviation of 0.12 meters.
With 99% confidence interval, what is the margin of error?
0.034
0.026
0.022
0.017
The mean heights of selected 80 male students in Matalino University is 1.65 meters with a standard deviation of 0.12 meters.
What is the 99% confidence interval for the population mean?
1.616<μ<1.684
1.624<μ<1.676
1.628<μ<1.672
1.633<μ<1.677
Which distribution is used in estimating parameters when the population standard deviation is unknown and the sample size is less than 30?
e-distribution
f-distribution
t-distribution
z-distribution
Which of the given statements DOES NOT describe a t-distribution?
The variance is greater than 1.
The curve touches the -axis or the baseline.
It is a family of curves based on degrees of freedom.
As the sample size increases, the distribution approaches the normal distribution.
Using the t-table, what is the confidence coefficient t2a for a sample size of 28 at 90% confidence level?
2.052
2.048
1.703
1.701
For a sample of 25 households in Mabilis City, the mean internet speed is 73.8 Mbps with a standard deviation of 5.2 Mbps.
What is the degree of freedom?
26
25
24
23
For a sample of 25 households in Mabilis City, the mean internet speed is 73.8 Mbps with a standard deviation of 5.2 Mbps.
What is the confidence coefficient t2a at 95% confidence level?
1.708
1.711
2.060
2.064
For a sample of 25 households in Mabilis City, the mean internet speed is 73.8 Mbps with a standard deviation of 5.2 Mbps.
What is the 95% confidence interval of the true mean of the internet speed in Mabilis City?
71.66<μ<75.94
71.65<μ<75.95
71.64<μ<75.97
71.63<μ<75.98
Given that E=0.24, σ=1.5, and cl=90%. What is the minimum sample size?
106
107
150
151
Parameters are
numerical characteristics of a sample.
numerical characteristics of a population.
the averages taken from a sample.
numerical characteristics of either a sample or a population.
Sampling distribution ΣXi/n is
probability distribution of the sample average
probability distribution of the sample proportion.
mean of the sample.
mean of the population
A simple random sample of 100 observations was taken from a large population. The sample average and the sample standard deviation were determined to be 80 and 12 respectively. The standard deviation of the sample average is
1.20
0.12
8
0.8
A simple random sample of 144 observations was taken from a large population. The sample average and the sample standard deviation were determined to be 1234 and 120 respectively. The standard deviation of the sample average is
1234±120
120
1440
10
The following data was collected from a simple random sample of a population.
13 15 14 16 12
The mean of the population
is 14.
is 15.
is 15.1581
could be any value.
In a local university, 40% of the students live in the dormitories. A random sample of 80 students is selected for a particular study. The probability that the sample proportion (the proportion living in the dormitories) is between 0.30 and 0.50 is
0.4664
0.9328
0.0336
0.0672
Random samples of size 17 are taken from a population that has 200 elements, a mean of 36, and a standard deviation of 8. Which of the following best describes the form of the sampling distribution of the sample average for this situation?
Approximately normal because the sample size is small relative to the population size
Approximately normal because of the central limit theorem
Exactly normal
None of these alternatives is correct
The following data was collected from a simple random sample of a population.
13 15 14 16 12
The point estimate of the population standard deviation is
2.5
1.581
2.
1.414
A population has a standard deviation of 50. A random sample of 100 items from this population is selected. The sample mean is determined to be 600. At 95% confidence, the margin of error is
8.225
8.3
9.8
9.92
The t value for a 95% confidence interval estimation with 24 degrees of freedom is
1.711
2.064
2.492
2.069
A sample of 75 information systems managers had an average hourly income of $40.75 with a standard deviation of $7.00. The value of the margin of error at 95% confidence is
80.83
7.0
0.81
1.58
A claim or a conjecture that may either be true or false is referred to as ____________.
Hypothesis
Proportion
Inference
Conclusion
Which of the following would be an appropriate null hypothesis?
The sample mean is equal to 11.
The population mean is equal to 11.
The population mean is not equal to 11.
The sample mean is not equal to 11.
3. Which of the following would be an appropriate alternative hypothesis?
The population mean is equal to 11.
The sample mean is equal to 11.
The sample mean is greater than 11.
The population mean is greater than 11.
Which of the following would be an appropriate null hypothesis?
A. The sample proportion is equal to 43%.
B. The sample proportion is not equal to 43%.
C. The population proportion is equal to 43%.
D. The population proportion is not equal to 43%.
A significance level of 0.05 corresponds to what critical value(s) of the z-statistic in a non-directional test?
±1.645
±1.96
±2.326
±2.576
The power of the statistical test, or the probability of a correct decision when the null hypothesis is false, is given by ____________.
1-α
1-ß
1-σ
1-µ
What is the probability of an incorrect decision when the null hypothesis is true?
A. µ
B. σ
C. ß
D. α
Which of the following is a procedure based on a random sample of observations with a given level of probability of committing an error in making the decision, whether the hypothesis is true or false?
Test of hypothesis
Random sampling
Survey of respondents
Practical research
The statement “There is no significant difference between the average height of the High School learners at Pangasinan National High School and 1.65 meters.” is an example of ____________.
type I error
type II error
null hypothesis
alternative hypothesis
A point estimate of a population consists of how many numbers?
1
2
10
infinite
Which statement is true?
A. Estimation is a procedure where a numerical value or values are assigned to the population parameter based on the information collected from a sample.
B. Estimation is a procedure where numerical value or values are assigned to the sample statistic based on the information collected from a sample.
Statement A only
Statement B only
Statements A and B
Neither A nor B
What is a point estimate?
average of sample values
average of population values
a single value that represents the unknown sample statistic
a single value that represents the unknown population parameter
It refers to a range of values that contains the parameter value
confidence limit
confidence interval
confidence coefficient
confidence level
A property of a point estimator that occurs whenever a large sample sizes tend to provide point estimates closer to the population parameter
efficiency
unbiased
consistency
relative estimation
A random sample of 121 bottles of cologne showed an average content of 4 ounces. It is known that the population standard deviation of the contents is 0.22 ounces. In this problem, the 4 ounces is?
A parameter
A statistic
The standard error of the mean
The average content of colognes in the long run
When a 99% confidence interval is calculated instead of a 95% confidence interval with n being the same, the maximum error of estimate will be?
smaller
larger
the same
not be determined
Given the information that n=60 σ=0.25 , and xbar = 25 , find the 95% confidence interval of the population mean
64.94 to 65.06
64.92 to 65.08
24.94 to 25.06
24.92 to 25.08
The scores of a random sample of 100 high school students on a standardized mathematics test in school A gave a mean of 78 and a standard deviation of 20.
What is the best point estimate of the true average score in this standardized mathematics test?
20
78
95
100
The scores of a random sample of 100 high school students on a standardized mathematics test in school A gave a mean of 78 and a standard deviation of 20.
Find the 95% confidence interval estimate for the true average score in mathematics in this standardized test.
1.96 to 3.92
76 to 80
74.08 to 81.92
74.80 to 81.29
Suppose
n1=12, n2=32, which of the following answers is CORRECT for a 95% confidence interval for μ1−μ2 ?(x1−x2)±t0.025, v ...
(x1−x2)±z0.025 ...
(x1−x2)±t0.025, v ×sp...
It is a numerical quantity that is assigned to the outcome of an experiment.
Statistics
Probability
Random Variable
Distribution
It is the set of all possible outcomes in an experiment.
Random Variable
Sample Space
Mean
Data
Two coins are tossed in an experiment. Which of the following list is the sample space?
S= {HH, HT, TH, TT}
S= {HH, TT}
S= { HT, TH, TT}
S= {HH, HT, TT}
Supposed two coins are tossed consecutively and we are interested in the number of heads that will come out. Determine the values of the random variable H (number of heads).
0,2,3,4
0,1,2,3
0,1,2
0,1,2,3,4
Nico label an x- axis with points earned and the corresponding y - axis with the number of players. He plot one against the other and he obtain a bar graph called a what?
(a)
If you had no idea what the answer to this four option multiple choice was and took a wild guess, what is the probability that you are correct?
(a)
Which of the following are the properties of a Normal Probability Distribution.
The distribution curve is bell - shaped.
The curve is symmetric about its center, the mean.
The mean, the median, and the mode coincide at the center.
The area under the curve is 1 or 100%
The tails of the curve is asymptotic to the base line.
TRUE or FALSE: The standard normal distribution of a random variable is a normal distribution with mean =0 and standard deviation =1.
TRUE
FALSE
TRUE or FALSE: The area between 0 and a positive value z is the same as the area between 0 and -z.
TRUE
FALSE
TRUE or FALSE: The area that corresponds to z = 2.58 is the same as the area that corresponds to z = -2.58, which is A = 0.4951
TRUE
FALSE
Find the area that corresponds to z = -1.15
(a)
What is the probability that the value of a standard normal random variable z lies between 0 and 1.28?
(a)
It is the mathematical function that gives the probabilities of occurrence of different possible outcomes for an experiment.
(a)
It is a variable whose value is determined by the outcome of a random experiment.
(a)
It is a random variable whose set of assumed values that is countable.
(a)
A random variable whose set of assumed values that is uncountable, usually arises from measurement.
(a)
It is a number which describes the spread of the distribution.
(a)
The following table represents the probability distribution X, the employment status of adults in a city.
What is the probability that the adults isn't retired?
(a)
If you select one adult at a random from this community, what is the probability that the adults is employed as part -time?
(a)
If you select one adult at a random from this community, what is the probability that the adults is working either part - time or full - time?
(a)
Which choice best represents a parameter?
Which choice best represents a parameter?
Which choice best represents a statistic?
What is a proposed explanation, assertion, or assumption about a population parameter or about the distribution of a random variable?
Decision
Probability
Statistics
Hypothesis
What is the statistical method used in making decisions using experimental data?
Simple analysis
Hypothesis testing
Analytical testing
Experimental testing
What level which describes the probability of committing an incorrect decision about the null hypothesis?
A. Level of error
Level of acceptance
Level of hypothesis
Level of significance
Which of the following describes an alternative hypothesis using two-tailed test?
𝐻𝑎 = 100
𝐻𝑎 > 100
𝐻𝑎 ≠ 100
𝐻𝑎 < 100
In a one-tailed test, in which critical value listed below will the computed z of 2.313 fall in the acceptance region?
1.383
1.533
2.228
2.365
Which of the following would be an appropriate null hypothesis?
The mean of a sample is equal to 75
The mean of a population is equal to 75
The mean of a sample is not equal to 75
The mean of a population is greater than 75
Which of the following must be used as the significance level if we want a lower possibility of correct decision?
1 %
2 %
5 %
10 %
Which of the following would be an appropriate alternative hypothesis for one-tailed test?
𝐻𝑎: 𝜇 = 85
𝐻𝑎: 𝜇 ≥ 85
𝐻𝑎: 𝜇 ≥ 85
𝐻𝑎: 𝜇 < 85
When is a Type I error committed?
We reject a null hypothesis that is true
We reject a null hypothesis that is false
We fail to reject a null hypothesis that is true
We fail to reject a null hypothesis that is false
Which of the following steps is not included in formulating hypothesis?
Identify the claim to be tested
Translate the claim into mathematical symbols / notations
Use the data about sample then compute the test statistic
Formulate first the null hypothesis and then the alternative hypothesis
The sign of the alternative hypothesis in a left-tailed test is always ________.
Equal
Less Than
Greater Than
Not Equal
The null hypothesis is rejected. What does it mean?
The null hypothesis is incorrect
The alternative hypothesis is true
There is enough evidence against the null hypothesis
There is a very small probability that the null hypothesis is true
If the t-computed value is 2.430 and the critical value is 2.011, what will be the decision?
Reject the null hypothesis
Support the null hypothesis
Reject the alternative hypothesis
Do not reject the null hypothesis
Which of the following is the correct symbol for hypothesized proportion?
po
p
Ho
Hp
Before the opening of classes, parents were asked to answer a survey. Those in favor of alternative learning mode were 1,900 out of 5,000 randomly selected parents. Using α = 0.10 level, is there enough evidence to conclude that the percentage of parents who are in favor of alternative learning mode is less than 50%? What is the appropriate alternative hypothesis?
Ha : p > 0.50
Ha : p < 0.50
Ha : p = 0.50
Ha : p ≠ 0.50
“A nutritionist advised his patient that the more protein he consumes, the more weight he will gain.” What are the variables presented on the given statement?
weight and height
weight and calorie intake
protein consumption and weight
protein consumption and visceral fat gain
From an experiment conducted by a group of researchers, they found out that students who perform good in Mathematics also perform good in English based on the results of their test scores. What are the variables involved in the study?
tests in Mathematics and English
insufficient information to determine
scores in Mathematics and English tests
questions on the tests in Mathematics and English
In formulating the alternative hypothesis, what mathematical symbol is applicable to use in the statement,
“The average score of Grade 11 (HUMSS) in Business Statistics is 83?"
>
<
=
≠
A computer store surveys its clients who purchased laptop computers to ask what software the store should include in its computers. Identify the population.
Clients in the store
Computer manufacturers
Clients who are interested in software
Clients who purchased laptop computers
Which of the following statements is true about alternative hypothesis on a population proportion?
It is represented by Ha
It is used as a basis to determine the location of the extreme values
It is the competing claim that the parameter is equal to a specific value
It is a claim that the proportion is equal to the hypothesized proportion
1. In a sample survey, what is the primary purpose of random sampling?
To ensure that all members of the population have an equal chance of being selected
To ensure that the sample accurately reflects the characteristics of the population
To reduce the amount of time and effort required to collect the data
To make the results of the survey more precise and accurate
2. What is the standard deviation of a set of numbers?
The average of the numbers
The average of the absolute values of the numbers
A measure of how spread out the numbers are
The sum of the numbers
3. What is the expected value of a random variable?
The average value of the variable over a large number of observations
The most likely value of the variable
The value of the variable that has the highest probability of occurring
The sum of all possible values of the variable
4. In a normal distribution, what is the probability that a randomly selected observation will fall within one standard deviation of the mean?
Approximately 68%
Approximately 95%
Approximately 99.7%
Approximately 50%
5. Which of the following is an example of a continuous probability distribution?
The number of heads flipped in 10 coin tosses
The number of cars passing by a certain intersection in an hour
The number of people in a room who are taller than 6 feet
The number of dogs in a neighborhood
6. What is the difference between a sample and a population in statistics?
A sample is a subset of a population
A population is a subset of a sample
A population is a larger group than a sample
A sample is a larger group than a population
7. Which of the following is an example of a continuous probability distribution?
The number of heads when flipping a coin three times
The number of students in a classroom
The height of individuals in a population
The number of red cars in a parking lot
8. What is the expected value in a probability distribution?
The most likely outcome
The mean of the distribution
The mode of the distribution
The median of the distribution
9. What is a conditional probability?
The probability of an event given that another event has occurred
The probability of two events occurring at the same time
The probability of an event occurring within a given time frame
The probability of an event occurring in a certain location
10. What is the main difference between statistics and probability?
Statistics is the study of collecting, analyzing, and interpreting data, while probability is the likelihood of an event occurring.
Statistics is the study of random phenomena, while probability is the study of structured, organized data.
Statistics is the study of systematic data, while probability is the study of subjective data.
Statistics is the study of large data sets, while probability is the study of small data sets.
11. Which of the following is NOT a way to measure the spread of a set of data?
Range
Standard deviation
Variance
Average
12. What is the probability of flipping a coin and getting tails?
0
0.5
1
It depends on the type of coin
13. If a deck of cards contains 52 cards, what is the probability of drawing an ace of hearts?
1/52
1/13
1/4
1/2
14. Which of the following is NOT a characteristic of a normal distribution?
The data is symmetrical around the mean
The data is skewed to the right
The data has a bell-shaped curve
The data has a uniform distribution
15. If event A and event B are independent, what is the probability of both events occurring?
The probability of event A multiplied by the probability of event B
The probability of event A divided by the probability of event B
The probability of event A added to the probability of event B
The probability of event A subtracted from the probability of event B
16. If event A and event B are mutually exclusive, what is the probability of either event occurring?
The probability of event A multiplied by the probability of event B
The probability of event A divided by the probability of event B
The probability of event A added to the probability of event B
The probability of event A subtracted from the probability of event B
17. When two events are independent, what is the probability of them occurring together?
1
0
The probability of one event occurring
The product of the probabilities of each event occurring
18. If two events are independent, what is the probability of both events occurring?
The probability of one event occurring
The probability of one event occurring multiplied by the probability of the other event occurring
The probability of one event occurring divided by the probability of the other event occurring
The probability of one event occurring added to the probability of the other event occurring
19. What is the probability of rolling a number greater than 3 on a standard six-sided die?
0.50
0.33
0.25
0.67
20. In a normal distribution with a mean of 100 and a standard deviation of 20, what is the probability of selecting a score greater than 120?
0.13
0.02
0.84
0.47
21. A certain stock has a probability of 0.6 of increasing in value and a probability of 0.4 of decreasing in value. If the stock is currently valued at $100, what is the expected value of the stock after one time period?
$60
$80
$100
$120
Is a statistical procedure used to test an alternative hypothesis against a null hypothesis.
z-test
z-test table
significant differentiation
z-statistics
z-test can be used for?
one-tailed test
two-tailed test
both one-tailed and two-tailed tests.
none of the above
It is a conjecture about the population parameter. This conjecture may or may not be true.
Statistical Hypothesis
Null Hypothesis
Alternative Hypothesis
Claim
It shows that there is no difference between the two population means.
Null Hypothesis
Alternative Hypothesis
Logical Hypothesis
Complex Hypothesis
It shows that there is a difference between the two population means.
Null Hypothesis
Alternative Hypothesis
Logical Hypothesis
Complex Hypothesis
What is rejected when we accept the Null Hypothesis?
None of these choices.
Complex Hypothesis
Logical Hypothesis
Alternative Hypotehsis
A method in which the critical area of a distribution is two-sided and tests whether a sample is greater than or less than a certain range of values.
Two-tailed test
One-tailed test
One-sample z-test
Two-Sample z-test.
Is a statistical test in which the critical area of a distribution is one-sided so that it is either greater than or less than a certain value, but not both. If the sample being tested falls into the one-sided critical area, the alternative hypothesis will be accepted instead of the null hypothesis.
One-tailed test
Two-tailed test
One-sample z-test
Two-sample z-test
When should we use z-test?
When the sample size is lesser than 30.
When the sample size is greater than 30.
When the sample size is greater than or equal to 30.
When the sample mean is lesser than or equal to 30.
The weight of the average 6th grade boy is 89 lbs. The principal of the school feeds them steak for first semester to see if their weight changes. What are the null and alternate hypotheses?
H0: μ = 89
H1: μ > 89
H0: μ = 89
H1: μ < 89
H0: μ = 89
H1: μ = 89
H0: μ = 89
H1: μ ≠ 89
Find the critical value(s) for a two-tailed test with α = 0.05
z = -1.64
z = ±0.06
z = 1.64
z = ±1.96
If you wish to test the claim that the mean of the population is 100, the appropriate alternate hypothesis is
μ>100
x̄=100
μ≠100
μ=100
The value of the coefficient of correlation r lies between:
0 and 1
-1 and 0
-1 and +1
-0.5 and +0.5
As x increases, y decreases.
A) no correlation
B) negative correlation
C) correlation coefficient
D) positive correlation
Describe the correlation in the graph shown.
A) Strong Negative
B) Strong Positive
C) Weak Negative
D) No Correlation
What type of correlation does this graph show?
A) Positive
B) negative
C) none
D) all of the above
As x increases, y increases
A) correlation coefficient
B) causation
C) positive correlation
D) negative correlation
Which of the following best describes this correlation?
Positive, Strong
Negative Strong
Positive Weak
Negative Weak
Amount of Education and Amount of income
Positive Correlation
Negative Correlation
No Correlation
Number of days absent from school vs. math average
Positive Correlation
Negative Correlation
No Correlation
Describe the correlation in the graph shown.
A) Strong Negative
B) Strong Positive
C) Weak Negative
D) No Correlation
Estimate the correlation coefficient for this scatterplot.
A) r = 1.2
B) r = 0.89
C)r = 0
D) r = -0.89
Estimate the correlation coefficient for this scatterplot.
A) r = -0.9
B) r = 1
C) r = 0.9
D) r = -1
What type of correlation does this graph show?
A) Positive
B) negative
C) none
D) all of the above
As x increases, y increases
A) correlation coefficient
B) causation
C) positive correlation
D) negative correlation
What is the chance that you will spin a 6 twice in a row?
1/12
1/3
1/6
1/9
