Is it reasonable to treat the following as a sample from an approximately normal population? Explain. can/cannot for blank parts
Q: Explain the procedure you would follow in constructing the sampling distribution of the difference…
A: The sampling distribution of the difference between two sample proportions based on large samples…
Q: Discuss the random sampling and the sampling distribution of the sample average?
A: Simple random sampling: A simple random sample of size n is collected from a large population where…
Q: Based on the histogram above, what is the class width? Class width = %3D What is the sample size?
A: Given,
Q: Explain the meaning of the specified term Sample distribution
A: The distribution which is used to describe the sample data is called the sample distribution. In…
Q: Explain the basic idea for performing a hypothesis test, based on independent samples, to compare…
A:
Q: Explain Prerequisites of Sampling Distribution of the Mean?
A: The sampling distribution of the sample mean, X̄, based on a sample of size n, taken from a…
Q: Describe how to Convert a Sample Mean to z.
A: z-score denotes the standardized normal score.
Q: Define and distinguish between the sample distribution, the sampling distribution, and the…
A: Sample distribution is the distribution of sample quantities or sample random variables. Sampling…
Q: What is the difference between sample means and a distribution of sample proportions?
A: Given : Sample mean : Average of sample observations is known as "sample mean". Sample proportion :…
Q: Does the sample size ? affect the mean of all possible sample means? Explain your answer.
A: According to central limit theorem, for large sample (>30) or if the population follows normal…
Q: Discuss the characteristics of the basic descriptive statistics: sample size, mean, and standard…
A: Characteristics of mean: Mean represents all the values of the data. Outliers of the data affects…
Q: What is the Sample Variance for the following numbers: 52, 62, 52, 45, 41
A: Solution-: Given data: 52, 62, 52, 45, 41 We want to find the sample variance?
Q: What are some examples of sample statistics
A: Sample: A subpart, portion or subgroup is selected taken from the population is known as sample. It…
Q: 2. What is the importance of getting the sample size?
A:
Q: What is a random sample?
A: Here use definition of random sample
Q: Using a sample to make generalizations about an aspect of a population is called
A: Using a sample to make generalizations about an aspect of a population is called Answer: Statistical…
Q: 9. Under what circumstances will the distribution of sample means be normal?
A:
Q: Explain in your own words: What is sampling error? What is a representative random sample?
A: we explain in the following.
Q: What is the Sample Distribution of means and why is it called a "special Kind of Population"?
A: We have to know about sampling distribution of sample means.We need to understand it in brief.
Q: Distinguish between a distribution of sample means and a distribution of sample proportions.
A: Distribution of sample means and sample proportions are obtained.
Q: What is a sampling distribution of means and what does the standard error of the mean (STEM)…
A: Given, sampling distribution of mean and standard error of the mean To define the sampling…
Q: A professor is curious about the IQ of students at the Mindanao State University. The entire group…
A: We tell the entire group students is an example of a Note: According to bartleby experts question…
Q: Why are sampling distributions important to the study of inferential statistics? In your answer,…
A: The study of inferential statistics necessitates the use of sample distributions. For a variety of…
Q: What is the sampling distribution of a statistic? Why is it important?
A: Sampling distribution of a statistic:The group of all reliable observation of a statistic for the…
Q: 1. what is the sample size of the body?
A: The association exist between the two categorical variable are calculated using chi square test. The…
Q: The sample suggests that the food is safe, but it actually is not safe. type I O type II O not an…
A: Type I error (α) is the probability of rejecting the null hypothesis when it is actually true. Type…
Q: Which of the following sampling methods does not lead to the samples that can represent population?…
A: Solution Answer. 13) Convience sampling Because the convenience sampling may not be a random…
Q: True or False? A smaller sample might provide less sampling error than a larger sample from a given…
A: The sampling method is used to infer the population characteristics that include sampling error. A…
Q: What is the importance of getting a sample from a population? When and why is it necessary?
A: The population is defined as a large group in which the units involved have the same…
Q: What is the difference between a sample and a census? Why can it be advantageous to select a sample…
A: A census is a study of every unit, everyone or everything, in a population. It is known as a…
Q: What is sample size?
A: In this case, we need to define the sample size.
Q: Describe the definition of random sample
A: The random samples can be defined as the samples which are randomly selected from the population and…
Q: Why is sampling often preferable to conducting a census for the purpose of obtaining information…
A: Taking a sample is speedy and more cost effective than carrying out a census, and more knowledge…
Q: 5. The difference between the value of the sample statistic and the value of the corresponding…
A: Sampling error: It is the error which is the difference between the sample statistics and population…
Q: What is the value of SS (sum of squared deviations) for the following sample? Sample: 1, 1, 1, 7
A: The mean of the samples is, Mean=∑xn=1+1+1+74=104=2.5 The mean of the sample is 2.5.
Q: Explain the concept of sampling distribution, standard errors, and statistical inference?
A: Infer means conclusions. Statistical inference draws conclusion about a given population or other…
Q: Does the sample size ? affect the standard deviation of all possible sample means? Explain your…
A: Sampling distribution of the sample mean: If the true population distribution of a random variable,…
Q: What is the value of SS for the following sample? 1,3,2,2?
A: Given, the sample 1,3,2,2 Thus n=4 The mean of the sample is obtained as- x=1+3+2+24=84=2
Q: Find the Mean and variance for the prompts below: State Farm Insurance Company reports that…
A:
Q: Please define the following statistical procedures: -what is an independent samples t-test -what…
A: Solution Statistical procedures define below
Q: Compute the sample mean and sample deviation
A: The table that depicts the calculation is shown below: The mean can be calculated as: The variance…
Q: What is the Sample Standard Deviation for the following numbers: 55, 96, 13, 57, 3
A: It is given that The data is 55, 96, 13, 57, 3 We know that The sample standard deviation is the…
Q: What is the sample and corresponding population in this study ?
A: Introduction: The study assigns ratings to the different social media platforms, depending upon…
Q: What is the population of interest? What is the sample?
A: 41. The study is conducted to determine the number of hours of sleep full-time college students at…
Q: What is the sample for the study
A: The sample is the subset of the population.
Q: What is the symbol for the sample variance?
A: Explanation:
Q: The process of using sample statistics to make conclusions about population parameters is called…
A: In statistics, the population consists of the entire set of entities that are under study, whereas a…
Is it reasonable to treat the following as a sample from an approximately normal population? Explain.
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- A suburban hotel derives its revenue from its hotel and restaurant operations. Theowners are interested in the relationship between the number of rooms occupied on anightly basis and the revenue per day in the restaurant. Below is a sample of 25 days(Monday through Thursday) from last year showing the restaurant income and numberof rooms occupied.A sample of men and women who had passed their driver's test either the first time or the second time were surveyed, with the following results: Results of the driving testGender First time Second timeMen 126 211Women 135 178a) Do these data suggest that there is a relationship between gender and the passing of their driver’s test from which the present sample was drawn? Let alpha=.05An agronomist randomly selected 20 matured calamansi trees of one variety and have a mean height of 10.8ft with standard dev of 1.25ft, while another 12 randomly selected calamansi trees of another variety have a mean height of 9.6ft with standard dev of 1.45ft. Test whether the difference of 2 sample means is significant at α = 5%.
- A outdoor clothing manufacturer buysspecial Gore-Tex fabric by the 100-yardroll from a supplier. For setting up acontrol chart to manage theirregularities, the following data werecollected from a sample provided by thesupplier.(a) Using these data, set up a c-chartwith z = 2.(b) Suppose the next five rolls from thesupplier had three, two, five, three, andseven irregularitiies. Is the supplierprocess under control? Sample Irregularities1 32 53 24 65 56 47 68 39 410 5Recently, the annual number of driver deaths per 100,000 for the selected age groups was as follows: Age Number of Driver Deaths per 100,000 16–19 38 20–24 36 25–34 24 35–54 20 55–74 18 75+ 28 Use the 4 steps of hypothesis testing to see if the prediction is significant with a criteria of alpha=.05 on the following data For each age group, pick the midpoint of the interval for the X value. (For the 75+ group, use 80.)1) A cement producer, manufactures and then fills 40kg-bags of powder cement on twodistinct production tracks located in separate suburbs. To determine whether differencesexist between the average fill rates for the two tracks, a random sample of 25 bags fromTrack 1 and a random sample of 16 bags from Track 2 were recently selected. Each bag’sweight was measured and the following information measures from the samples arereported:Production ProductionTrack 1 Track 2n1 = 25 n2 = 16x2 = 40.02 x1 = 39.87 s1 = 0.59 s2 = 0.88 Supervision believes that the fill rates of the two tracks are normally distributed with equalvariances.Construct a 95% confidence interval estimate of the true mean difference between the twotracks.--------------------------------------------------------------------------------------------------------------2) Two independent simple random samples were selected from two normallydistributed populations with unequal variances yielded the following information:Sample 1…
- A random sample of 50 COS students contained 13 that owned an iPhone. A random sample of 200 Fresno State students contained 70 that owned an iPhone. Use these data to test the claim that the proportion of COS students who own an iPhone is the same as the proportion of Fresno State students who own an iPhone at the 0.05 level of significance.Mendel counted 4000 peas from a dihybrid cross and predicted a 9:3:3:1 phenotypic ratio with the following results. Yellow and smooth peas 2100; yellow and wrinkled peas 700: green and smooth peas 859 and green and wrinkled peas 341. Support or refute these data with a CHI-Square analysis. State the Null hypothesis and its outcome for this set of data.A study was performed on 200 elementary school students to investigate whether regular Vitamin A supplementation was effective in preventing colds during the month of March. 100 were randomized to receive daily Vitamin A supplements during the month of March, and 100 students were randomized to a placebo group (and did not receive Vitamin A) during the same month. The number of students getting at least one cold in March was computed in the two groups, and the results are given in the following 2 X 2 table. Using a 5% level of significance determine whether there is an association between Vitamin A supplementation and prevention of Common Cold ColdNo Cold Vitamin A1585100 Placebo2575100 40160200
- The number of contaminating particles on a silicon waferprior to a certain rinsing process was determined for eachwafer in a sample of size 100, resulting in the followingfrequencies:Number of particles 0 1 2 3 4 5 6 7Frequency 1 2 3 12 11 15 18 10Number of particles 8 9 10 11 12 13 14Frequency 12 4 5 3 1 2 1a. What proportion of the sampled wafers had at leastone particle? At least five particles?b. What proportion of the sampled wafers had betweenfive and ten particles, inclusive? Strictly between fiveand ten particles?c. Draw a histogram using relative frequency on thevertical axis. How would you describe the shape of thehistogram?The librarian at the local elementary school claims that, on average, the books in the library are more than 20 years old. To test this claim, a student takes a sample of n = 30 books and records the publication date for each. The sample produces an average age of M = 23.8 years with a variance of s2 = 67.5. Use this sample to conduct a one-tailed test with α = .01 to determine whether the average age of the library books is significantly greater than 20 years (μ > 20). Show your computations.In 1990, 6.1% of job applicants who were tested for drugs failed the test. At the 0.01 significance level, test the claim that the failure rate is now lower if a simple random sample of 1620 current job applicants results in 68 failures (based on data from the American Management Association). Does the result suggest that fewer job applicants now use drugs? Answer all of the following questions. i. Hypothesis Statements ii. Test Type iii. Conditions iv. Level of Significance v. Critical Value vi. Test Statistic vii. p-value viii. Graph with level of significance, critical value, test statistic and p-value labeled ix. Conclusion with summary x. Possible error