23: During one of the field case-control study of smoking and lung cancer. A historically important study published compared the smoking histories of group of people cases with lung cancer to group of people controls without cancer. Data on average use of tobacco during the past 20 years where classes Number of cigarettes per day, F Number of people with lung cancer_ G-Number of people without lung cancer, was classified as follows: Distribution\Smokers Non-smoker Moderately or Light smoker classes 0-4 5-9 10-14 F 10 12 60 G 97 82 147 Find the following static for number of cigarettes per day: Median of each of F and G. of each of F and G. Heavy smoker 15-19 20-24 71 83 274 60 Mode of each of F and G. Coefficient of variance of G Excessive smoker 25-29 91 50 Chain smoker 30-34 101 40 35-39 177 30 Percentile 50 (P50) 7-score of first class of G.
Q: The Journal de Botanique reported that the mean height of Begonias grown while being treated with a…
A: Given Mean(x)=32standard deviation(s)=11sample size(n)=14α=0.10
Q: A sample of 16 students was taken from LIU university. These students spent an average of $170 on…
A: Givensample size(n)=16Mean(x)=170standard deviation(s)=25.50confidence interval = 98%
Q: The following table shows the results of a survey of authors by a fictitious publishing company.…
A: The set C defines the set of successful authors.
Q: True/False: Answer the questions below by selecting "true" or "false". If the answer is false in the…
A: We know that, Discrete random variable: The random variable which gives the values countable and…
Q: Suppose x has a distribution with μ = 13 and σ = 9. USE SALT (a) If a random sample of size n = 31…
A: Given: μ=13σ=12 Formula: σx¯=σn
Q: The primary difference between an experimental and observational study is:
A: In observational study, the data is collected based on observing the data of interest. In…
Q: Let X denote the waiting time at a bust stop. The waiting time at a bus stop is continuous uniformly…
A: From the provided information, The waiting time at a bus stop is continuous uniformly distributed…
Q: Suppose that (Y,. X,) satisfy the assumptions specified here. A random sample of n = 280 is drawn…
A:
Q: Assume the returns from holding an asset are normally distributed. Also assume the average annual…
A: Given: μ = 0.163 σ = 0.335 Formula Used: "1-NORM.DIST(X, Mean, Standard deviation, True)"
Q: Refer to the sample data for pre-employment drug screening shown below. If one of the subjects is…
A: Solution Given That, Refer to the sample data for pre-employment drug screening shown below. If one…
Q: If a real number x is not a possible value for a random variable x, then it has a probability of…
A: A random variable is a variable that takes numerical values determined by the outcome of a random…
Q: viii. Calculate SD ix. Calculate Variance x. Calculate MSD about 30.
A: Measure of dispersion are used to determine the spread of the data set. It has some measures like…
Q: 1. The foundation for a building is designed to rest on 100 piles based on the individual pile…
A: “Since you have posted a question with multiple sub-parts, we will solve the first three sub-parts…
Q: X 27 12 19 16 17 7 6 6 8 17 18 16 20 15 9 Y X 1982.1 5 420.3 17 1004.66 11 723.26 20 811.9 3 157.7…
A: Introduction: The independent variable is X (Stage, m), and the dependent variable is Y (cumec).
Q: A certain kind of sheet metal has an average of 7 defects per 12 ft². Assuming a Poisson…
A: A discrete random variable X is said to follow Poisson distribution with parameter , if its…
Q: Write a comprehensive note on types of sampling procedure applied for drawing samples.
A: Comment: “Since you have asked multiple questions, we will solve the first question for you. If you…
Q: Recall that Benford's Law claims that numbers chosen from very large data files tend to have "1" as…
A: “Since you have posted a question with multiple sub-parts, we will solve the first three sub-parts…
Q: Quasi experimental design
A: Types of experimental designs: 1. True Experiment: Samples are assigned randomly to experimental…
Q: 1. Calculate the sample correlation coefficient r. r = ____. 2. Determine the critical value
A:
Q: standard deviations-5.8. Does this indicate that the mean P/E ratio of all socially conscious stocks…
A: Solution Given That, Socially conscious investors screen out stocks of alcohol and tobacco makers,…
Q: An electronics manufacturing process has historically had a mean completion time of 70minutes. It is…
A: The following information has been given: μ=70 x¯=62n=10 s=11
Q: While reading about the study in Utah, you noticed that 360 participants reported contact with a…
A: The question is about binomial prob. dist. Given : Total no. of admitted patients were exposed to…
Q: There are 74 players who play a chess game against the Computer. Each player plays 12 times and the…
A: From the given information we find the solution.
Q: A frequency distribution on employment information from Alpha Corporation follows.. Find the…
A: Given data Class frequency 1-5 5 6-10 30 11-15 25 16-20 10 21-25 5 26-30 3…
Q: Toyota 18 Nissan 12 BMW 11 of this distribution is
A: Data which are either numerical or otherwise collected with definite purpose are called data There…
Q: Question 2 A box contains 17 lightbulbs, of which 6 are rated 13-watt, 5 are rated 18-watt, and 6…
A: Given that there are total 17 lightbulb and Number of 13 watt bulb= 6 Number of 18 watt bulb= 5…
Q: Use the normal distribution curve to illustrate your answer. 1. The following simple random sample…
A: GIVEN:- A sample that follows normal distribution such as 4, 6, 3, 5, 9, 3. To construct a…
Q: 4. (a) Indicate the kind of linearity (variables or parameters) the following equations exhibit: 1…
A: i) Linear in both parameters and variables. ii) Linear in variables. iii) Linear in parameters. iv)…
Q: A television station surveys 200 customers and finds that 23% of customers watch the evening news.…
A: Given data n=200 p=23% confidence level=99%
Q: Please answer the following questions. Part 1.1. The probability of committing a Type I error is…
A: Part 1.1 Since we know that the fixed level of Probability of Type I error is called Level of…
Q: 5 Quarterly data from 1960Q1 to 2009Q4, stored in the file consumptn.dat, were used to estimate the…
A:
Q: answer directly Identify each quantitative variables as discrete or continuous. Write D if discrete…
A: A discrete variable takes values that are countable or finite. A continuous variable takes values…
Q: What is the relation between Net Trade Credit and ROA (Dependent variable)? how it affects each…
A: Regression analysis
Q: Suppose that we can describe the world using two states and that two assets are available, asset K…
A: Risk Neutral Probability: In Risk Neural Probability prices of the assets is given as the its…
Q: 1. Using the stratified sampling technique, compute for the sample size at a 5% margin of error for…
A:
Q: Type I error is when you end up rejecting the null hypothesis as a result of the statistical…
A: Here we have to fill blank space of a given sentence "Type I error is when you end up rejecting the…
Q: A study was conducted to investigate the interactions between California sheephead, macroalgae, and…
A: Direct effect = if there is not any intermediate. Indirect = if one intermediate is present Spurious…
Q: Develop an operating charac drawn from lots of 500 items. if no more than 4 defects is fc
A: A sampling plan is used for decision about the acceptance or rejection of a sample lot This is…
Q: Assume that a randomly selected subject is given a bone density test. Those test scores are normally…
A: Assume that z is a random variable, which defines the bone density test score.
Q: Q: The distribution of heights (c.m.) of 135 individuals is shown below. 131 144 145 - 158 159 - 172…
A: Frequency Distribution The multitude of times a quantity emerges in a collection is its frequency.…
Q: In a certain college, 33% of the physics majors belong to ethnic minorities If 10 students are…
A: Givenprobability of the physics majors belong to ethnic minorities(p)=33%=0.33sample size(n)=10Let…
Q: Data collected by a psychology professor over a four-year period examined the relationship between…
A: a. Coefficiient of detrmination is the square of coefficient of correlation. Data collected by a…
Q: Question: During a single day at radio station WMZH, the probability that a particular song is…
A: Given,n=7p=37q=1-37=47A random variable X~Binomial(n=7 , p=37)P(X=x)=Cx37x477-x ;…
Q: The table contains a subset of data published by the American Institutes for Research in 2013. These…
A: Regression equation are used to predict future value. It explain the relationship between the…
Q: 30% of consumers prefer to purchase electronics online you randomly select eight consumers find the…
A: The question is about discrete prob. dist. Given : Randomly selected no. of consumers ( n ) = 8…
Q: Use technology to construct the confidence intervals for the population variance σ2 and the…
A: Given data c=0.90 s2=8.41 n=25
Q: A Binomial distribution is symmetric at p =1/2 and approaches symmetry when n approaches infinity…
A: Given: p = 12 = 0.5 n→∞ Formula Used: If a random variable X follows Binomial distribution then its…
Q: iv. How many students have got marks more than 20? v. Find median marks and discuss the class…
A: iv) 30 V) M=30+20-1812*10=30+1.67=31.67
Q: a) A random sample of 400 people is interviewed for a relative position. Suppose that 20% of the…
A: Hello. Since your question has multiple, we will solve first question for you. If you want remaining…
Q: 3. Mr. Blue and wife were about to celebrate their 15th wedding anniversary. To reserve a hall, they…
A: Given that: 5 equations are presented as: Y=KXY=X2Y=-XY=MX+BY=2X
Step by step
Solved in 4 steps
- To check the activation level of data scientists, a population of data scientists was asked to play games for a fixed time duration and their brain activation levels were tested. The outcome of this research stated that playing the mobile games for a fixed time duration improved the concentration level with an average brain activation level of 100 units. If a sample of 12 data scientists were tested for the same experiment, the brain activation levels were reported as follows: 105, 90, 91, 96, 96, 91, 100, 105, 99, 107, 103 and 92 a. Does this data suggest that the population mean reading for the brain activation level under the given conditions differs from 100? State and test the appropriate hypotheses using a significance level of 0.05. b. Find the 90% confidence interval, and check whether the above given sample lies within this interval or not?A recent drug survey showed an increase in the use of drugs and alcohol among local high school seniors as compared to the national percent. Suppose that a survey of 100 local seniors and 100 national seniors is conducted to see if the proportion of drug and alcohol use is higher locally than nationally. Locally, 67 seniors reported using drugs or alcohol within the past month, while 61 national seniors reported using them. Conduct a hypothesis test at the 5% level.NOTE: If you are using a Student's t-distribution for the problem, including for paired data, you may assume that the underlying population is normally distributed. (In general, you must first prove that assumption, though.) State the distribution to use for the test. (Round your answers to four decimal places.) P'local − P'national ~ ,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 biologist wished to study the effects of ethanol on sleep time. A sample of 80 rats, matched for age and other characteristics, was selected, and each rat was given an oral injection having a particular concentration of ethanol per body weight. The rapid eye movement (REM) sleep time for each rat was then recorded for a 24-hour period. The results are summarized in the side-by-side boxplots below. How is the amount of ethanol given related to the median REM sleep time? Does the amount of ethanol given affect the variability of REM sleep time? What amount of ethanol given leads to the most skewed distribution of sleep times? Is the distribution of REM sleep times for the rats given 2 g/kg ethanol symmetric, skewed left, or skewed right?The director of an obesity clinic in a large northwestern city believes that drinking soft drinks contribute to obesity in children. To determine whether a relationship exists between these two variables, she conducts the following pilot study. Eight- 12-year-old male volunteers are randomly selected from children attending a local junior high school. Parents of the children are asked to monitor the number of soft drinks consumed by their child over a one week period. The children are weighed at the end of the week and their weights converted into body mass index (BMI) values. The BMI is a common index used to measure obesity and takes into account both height and weight. An individual is considered obese if they have a BMI value 30. The following data or collected: child. # of soft drinks consumed BMI 1 3 20 2 1 18 3…A group of students in Methods of Social Research wanted to study the relationship between GPA and participation in athletics among ENC traditional undergraduates. Other researchers have found that students involved in Division III athletics often have higher GPAs than the rest of the student body, so the group of students in Methods wanted to know whether this was true for ENC students. They were able to gather data on 160 ENC students (80 athletes and 80 non-athletes) and found that, among this group, the 80 athletes had slightly higher GPAs on average than the 80 students who were not athletes. In this study, who makes up the sample? Who makes up the population? Suppose they found in the sample data that the overall GPA for ENC athletes was 3.35 and for the ENC non-athletes was 3.21. Are these statistics or parameters?
- In a study of 301 Hispanic women living in San Antonia, Texas, one variable of interest was the percentage of subjects with impaired fasting glucose (IFG). IFG refers to a metabolic stage intermediate between normal glucose homeostasis and diabetes. In the study, 24 women were classified in the IFG stage. The article cites population estimates for IFG among Hispanic women in Texas as 6.3%. Is there sufficient evidence to indicate the population of Hispanic women in San Antonio has a prevalence of IFG higher than 6.3%? Use 95% confidence level and the p -value method to form your conclusion. Answer the problem in a complete sentence.The department of education ran a very comprehensive study in the 1990's to determine the GPA of first generation college students (those who are the first in their family to go to college) in their freshman year. The mean GPA for first generation college students was stated in teh report to be 2.37 for males and 2.21 for females. In 2018, a consumer advocacy group is interested in whether the average GPA for first generation college females was still smaller than their male counterparts. Assume the GPA's are normally distributed. A. State the null hypothesis and the alternative hypothesis. Is the advocacy group interested in a one tail or two tail test (brief explanation)? B. Find the value of the test statistic and an associated p-value (or a range for teh p-value) if 25 males SAR yielded an average GPA 2.46 with a standard deviation of 0.16 and 25 females SAR yeilded an average GPA 2.39 with a standard deviation of 0.12. C. Determine if the test requires use of the Z table or…A recent drug survey showed an increase in the use of drugs and alcohol among local high school seniors as compared to the national percentage. Suppose that a survey of 100 local seniors and 100 national seniors is conducted to see if the proportion of drug and alcohol use is higher locally than nationally. Locally, 65 seniors reported using drugs or alcohol within the past month, while 60 national seniors reported using them. Conduct a hypothesis test at the 5% level.NOTE: If you are using a Student's t-distribution for the problem, including for paired data, you may assume that the underlying population is normally distributed. (In general, you must first prove that assumption, though.) Part (a) State the null hypothesis. H0: plocal ≠ pnational H0: plocal > pnational H0: plocal = pnational H0: plocal < pnational Part (b) State the alternative hypothesis. Ha: plocal < pnational Ha: plocal = pnational Ha: plocal ≠ pnational Ha: plocal > pnational…
- The 5-year incidence of cardiovascular disease (CVD) in relation to smoking status was determined in a population sample of 1000 men, 18 years and older. At baseline, 30% of the men were classified as being current smokers and 70% as being non-smokers. At the end of the follow-up, 60 CVD events had occurred among the smokers and 70 events among the non-smokers. Construct a 2 x 2 table based on the data providedA recent drug survey showed an increase in use of drugs and alcohol among local high school seniors as compared to the national percent. Suppose that a survey of 100 local seniors and 100 national seniors is conducted to see if the percentage of drug and alcohol use is higher locally than nationally. Locally, 68 seniors reported using drugs or alcohol within the past month, while 63 national seniors reported using them. Conduct a hypothesis test at the 5% level.NOTE: If you are using a Student's t-distribution for the problem, including for paired data, you may assume that the underlying population is normally distributed. (In general, you must first prove that assumption, though.) State the distribution to use for the test. (Round your answers to four decimal places.)An important issue is whether there are racial differences in hypertension among children. We define hypertension as being above the 95th percentile for either systolic blood pressure (SBP) or diastolic blood pressure (DBP) among children of the same age, height, and sex. Since some of the children were observed at multiple visits, a GEE model was run of hypertension on ethnic group. There were three ethnic groups considered: Caucasian, African American, and Hispanic. The results among boys are given in Table 13.54. TABLE 13.54 Relationship between hypertension and ethnic group among 27,009 boys in the Pediatric Task Force Data Variable Regression Coefficient SE Intercept -2.07 0.026 African American 0.049 0.041 Hispanic 0.328 0.059 What is the estimated OR for hypertension comparing Hispanic boys vs. Caucasian boys? (Call this OR1.) What is a 95% CI for this estimate?