Using ANOVA example on body temperature for different age groups, test whether these programmers commit same number of errors on average. State Ho vs Ha Test statistic
Q: It stated that there is significant difference between the observed and expected data A. Alternative…
A: Hypothesis :- The statement about population conducting the study design is called as a hypothesis…
Q: A research study wanted to examine whether religious belief and gender are related in their state.…
A: There are two categorical variables which are gender and belief. We have to test whether gender and…
Q: Monday at the local elementary school each grade level was asked their favorite flavor of ice cream-…
A: Given info: Monday at the local elementary school each grade level was asked their favorite flavor…
Q: Engineers are interested in comparing the mean hydrogen production rates per day for three different…
A: a) The variable under study is the mean hydrogen production rates per day. The statistical…
Q: Blinding What does it mean when we say that the study cited in Exercise 1 was “double-blind”?
A: Note:Hey there! Thank you for the question. Since you have not provided the information in Exercise…
Q: Calculate the test statistic and its p-value to test for a difference in the two population means.…
A: Given that For section 1, sample size n1 = 100, sample mean = 34.3 and sample SD = 6.0 For section…
Q: Examine and report on the process of how a researcher would collect data for this study; also…
A: SPC is a technique for determining whether a data are stationary and under control. Simple model…
Q: ase “Heart.Disease”. The researcher wants to find which explanatory variable will be a better…
A: Hi! Thank you for the question, As per the honor code, we are allowed to answer three sub-parts at…
Q: The hypothesis is a statement that the value of a population parameter is equal to some claimed…
A: Solution: Hypothesis testing is used to test the population parameter.
Q: A doctor in Baltimore wants to know whether the average life span for heart disease patients at four…
A: Follow the steps below to get the ANOVA Table in excel: 1) Import the data in the excel and then…
Q: Examples of one way ANOVA Test
A: One-way ANOVA - We use one-way ANOVA when we have just one independent variable (however there can…
Q: Decision making under uncertainty depends on the degree of decision maker's optimis.
A: Decision making under uncertainty depends on the degree of decision maker's optimis
Q: Public Policy Polling recently conducted a survey asking adults across the U.S. about music…
A: Given that
Q: Researchers examined the influence of a television program on children's aggressiveness. The number…
A: Note: Since you have mentioned that “D wasn’t solved”, it is our understanding that you need help…
Q: A researcher is interested in examining how exposure to natural light influences mood. She randomly…
A: Introduction: It is of interest to compare the effect of three different levels of exposure to…
Q: RDB Company produced four types of tires recently, Tires A, B, C, and D. Before this year ends, RDB…
A: Step1: Using SPSS, Firstly write the data in 4 columns as shown in figure. Step2: Then click on…
Q: A cell phone manufacturer tests the battery lifetimes of its cell phones by recording the time it…
A: Introduction: The 100 (1 – α) % confidence interval for the population mean, μ, when the population…
Q: Advantages of using a related sample (either one sample of participants with repeated measures or…
A: When the repeated measure design and matched subjects design are grouped, the related sample designs…
Q: textbook company is conducting research to evaluate the effectiveness of their new curriculum for AP…
A: The power of a test is the probability of making a correct decision when the null hypothesis is…
Q: Scenario: A researcher wants to see whether ESP abilities in psychics differ based on environment.…
A: Given that, Number of paired observations = 30 psychics Environment 1 = Group 1 Environment 2 =…
Q: The hypothesis is a statement that the value of a population parameter is equal to some claimed…
A: In this case, we need find the correct answer.
Q: A study done to see if hair colour and pain tolerance is related Does the information given show…
A: In order to determine whether there is significant difference in between the mean pain tolerance…
Q: Selection bias and individual differences are both potential problems dealing with the participants…
A: a.
Q: Researchers examined the influence of a television program on children's aggressiveness. The number…
A: Since you have posted question with multiple subparts,we will solve first three subparts for you.To…
Q: Applying the Concepts-Basic 10.24 Safety of hybrid cars. According to the Highway Loss NW Data…
A: From the given data, a) b)
Q: Data are collected in a clinical trial evaluates a new compound designed to improve wound healing in…
A:
Q: Excessive fertilizer and surface runoff can result in heavy phosphorus concentrations and reduced…
A: Given that,mean(x)=9.5standard deviation , s.d1=1.14number(n1)=15mean(y)=8.8standard deviation, s.d2…
Q: A researcher has a hypothesis that a specific drug may have a higher prevalence of side effects…
A: Answer:- (D) Stratification The arrangement or classification of something into two different…
Q: A particular moth can infest avocado trees and potentially damage the avocado fruit. A farmer plans…
A: Given, mean μ= 59 standard deviation = 24.
Q: A research study wanted to examine whether religious belief and gender are related in their state.…
A: It is needed to test whether religious belief and gender are related in their state.
Q: A researcher wants to test the effectiveness of a new drug to treat asthma. One hundred patients…
A: Answer : ANOVA
Q: A statistician is advising the government on policy that aims to benefit small bakers. Before going…
A: It is given that: n sample size=300p0 claimed proportion=60%p^ sample proportion=65%.
Q: The education department has conducted a survey to review student's language ability. A sample of 40…
A: There are two independent samples which are boys and girls. We have to construct 95% confidence…
Q: The education department has conducted a survey to review student’s language ability. A sample of 40…
A: We have given that x1 = 28 x2 = 32 n1 = 40 n2 = 40
Q: A clinical trial is run to assess the efficacy of a new drug to reduce high blood pressure. Patients…
A: We have to find prevalence of hypertension of patients at the end of the trial.
Q: What is the prevalence of hypertension at the end of the trial? A)12% B)28% C)60% D)50%
A: There are totally 100 randomized participates in which 40 are hyper tension at 12 weeks. The number…
Q: Statistical significance and economic significance are cannot determine the same don't know…
A: Economic significance includes not just the statistical significance of a decision, but also the…
Q: A clinical trial is run to assess the efficacy of a new drug to reduce high blood pressure. Patients…
A: Point prevalence = (Number of persons with hypertension at the end of the trial ÷ Number of persons…
Q: What is the research hypothesis? a) The stress task will not lead to an increase in stress…
A: The research hypothesis is the expectation which will be tested by research.
Q: Scenario: Suppose participants complete an experiment where ads are presented subliminally during a…
A: Here's we can see that men is independent variable and women is dependent variable.
Q: A scientist wanted to study the effect of eating habits on the risk of developing diabetes at older…
A: 1. The correct choice is : (b) Observational: retrospective study. A retrospective or retrospective…
Q: Two hundred people were randomly selected from a list of all people living in Minneapolis who…
A: Given Information: 200 people were randomly selected from a list of all people living in Minneapolis…
Q: In one-way ANOVA, identify the statistic used a. as a measure of variation among the sample means.…
A: Solution. In one way anova total sum of squares is written as a sum of sum of sqaures between…
Q: _________ error is the difference between a sample statistic and a population parameter that occurs…
A: The difference that occurs between the population parameter and the sample statistic due to chance…
Q: Invoice totals for insurance are determined by actuaries who study the likelihood of the company…
A: As given above: Total number of claims are: C=825+105+50+20C=1000 Probability for each claim is::…
Q: Immuno-oncologists wanted to examine whether combination therapy with nivolumab and ipilimumab…
A: 2. Experimental design is the correct answer.
Q: Excessive fertilizer and surface runoff can result in heavy phosphorus concentrations and reduced…
A: Given that,mean(x)=9.5standard deviation , s.d1=1.14number(n1)=15mean(y)=8.8standard deviation, s.d2…
Q: 6. Advantages and disadvantages of the related-samples design Disadvantages of using a related…
A: The objective is to identify the disadvantage of using a related sample versus using two independent…
Step by step
Solved in 3 steps
- Calculate the incidence rate of prostate cancer in this population A population of 200 healthy men was followed up for the development of prostate cancer. 10 men were followed-up for 1 year and were then lost to follow-up. After being followed-up for 5 years, 10 men developed prostate cancer. The remaining men who never developed prostate cancer were followed for 10 years.a. steady-state value of capital-labor ratio?b. steady-state value of output per worker?c. steady-state value of consumption per worker?Fertility Rates. From the U.S. Census Bureau, in the document International Data Base, we obtained data on the total fertility rates for women in various countries. Those data are presented on the WeissStats site. The total fertility rate gives the average number of children that would be born if all women in a given country lived to the end of their childbearing years and, at each year of age, they experienced the birth rates occurring in the specified year. Use the technology of your choice to decide whether total fertility rates for countries appear to be approximately normally distributed. Explain your answer.
- A health officer is trying to study the malaria situation of Zambia. From the records of seasonal blood survey (SBS) results he came to understand that the proportion of people having malaria in Zambia was 3.8% in 2015. The size of the sample considered was 15,000. He also realized that during the year that followed (2016), blood samples were taken from 10,000 randomly selected persons. The result of the 2016 seasonal blood survey showed that 200 persons were positive for malaria. Help the Health officer in testing the hypothesis that the malaria situation of 2016 did not show any significant difference from that of 2015 (take the 5% level of significance).Blood Test Measure (x) Age in Years (y) -15.49 78.2 -11.04 51.3 -13.62 70.1 -7.79 7.6 -14.84 77.9 -8.3 20.1 -9.83 24.4 -15.12 65.7 -13.31 55 -14.66 72.5 -15.77 63 -15 64.7 -10.45 38.7 -7.68 26.1 -15.93 76.2 -6.06 17.3 -16.82 77.6 -16.74 68.1 -14.83 80.5 -8.82 27.7 -9.72 32.2 -15.54 79.9 -7.5 14.3 -6.55 15.4 -12.21 56.8 -10.57 51.4 -11.12 42.3 -5.92 5 -8.03 18.5 -7.72 23 -5.04 2.9 -5.98 4.8 -8.06 10.1 -9.55 39.9 -6.14 11.1 -15.3 81.4 -9.55 20.3 -13.03 52.1 -6.42 7.7 -11.92 59.8 -6.8 22.3 -13.38 53.4 -12.92 64.8 -15.49 72.2 -12.97 66.1 -12.53 39 -12.22 65 -9.6 29 -11.42 24.6 -16.3 88.6 -10.16 46.2 -15.13 66.9 -10.42 23.8 -8.94 22.3 -6.76 16.7 -5.13 1.7 -13.74 64.1 -15.41 62.7 -9.8 27.3 -8 32.8 -9.43 25.4 -13.14 52.9 -15.58 62.9 -6.85 3.3 -8.11 27.2 -15.89 78.7 -14.95 59 -11.92 58 -7.56 31.7 -14.65 77.1 -16.08 80.9 -10.8 55.5 -15.83 48.8…A country club wants to exam the effects of a new marketing campaign that attempts to get more people within the community to become members. In many communities, when people buy a house in the area, they receive a “Welcome Wagon” gift basket containing coupons to local restaurants. The idea of the marketing campaign is to include a free two month membership to the country club in the gift basket with the hope that once “new” residents try the country club then at least a certain proportion will want to become real members. One member of the Club’s Executive Council believes that at least 79% of the people who receive the coupons for the free membership will use the coupon. In a sample of 204 new residents who received the coupon for the two month free membership, there were 144 people who actually took advantage of the free two month membership. When testing the hypothesis that at least 79% of the people that receive the coupon actually use it, what is the test statistic? (please…
- A country club wants to exam the effects of a new marketing campaign that attempts to get more people within the community to become members. In many communities, when people buy a house in the area, they receive a “Welcome Wagon” gift basket containing coupons to local restaurants. The idea of the marketing campaign is to include a free two month membership to the country club in the gift basket with the hope that once “new” residents try the country club then at least a certain proportion will want to become real members. One member of the Club’s Executive Council believes that at least 79% of the people who receive the coupons for the free membership will use the coupon. In a sample of 204 new residents who received the coupon for the two month free membership, there were 137 people who actually took advantage of the free two month membership. When testing the hypothesis that at least 79% of the people that receive the coupon actually use it, what is the test statistic?Suppose a researcher conducts an experiment to assess the measuring capabilities of a new device aimed at detecting the boiling point of a chemical. The chemical has a known boiling point of 120 degrees Fahrenheit. His measurement device is tested 10 times, and results in the following measurements for boiling point. What can we say about the device with regards to its precision, accuracy, and potential bias? Measurement Boiling Point (degrees Fahrenheit) 1 129 2 137 3 136 4 141 5 139 6 142 7 136 8 127 9 143 10 123239 251 292 287 264 209 279 229 225 231 224 258 255 269 259 219 249 206 263 278 249 243 130 256 312 254 240 272 273 228 300 265 290 233 286 263 295 252 232 239 244 284 270 210 316 278 232 247 235 191 The insurance Institute for Highway safety regularly conduct studies to increase public safety on the country highways. One important study that happens every year is the measure of stopping (in feet) from 60 miles an hour (including reaction time). The date it for 50 midsize sedan's is given above. a) Create a histogram of the data provided above. b) Describe its main features. Shape: Peaks: Center: Spread: Outlier: c) which numerical summary would you choose for these data? Calculate your chosen summary. How does it reflect the Skewness of the distribution?
- Murder was committed in an air-conditioned laboratory. Dr. Quincy, the medical examiner, was summoned to the scene of the crime. One of the first things he did was to take the temperature of the corpse. At 9:23 PM, he recorded the temperature to be 20.1oC and at 9:53 Pm to be 18.7oC. He further observed that the thermostat of the air-conditioning unit was set at 16oC. After gathering all pertinent data and analyzing them for sometime, he submitted a preliminary report stating that the victim was murdered between 7 PM and 8 PM. Was Dr. Quincy's report correct? At what approximate time did the victim die? Assume that the normal body temperature of a human being, alive and well, is 37oC.1.Carbon dioxide is known to have a critical effect on microbiological growth. Small amounts of CO2 stimulate growth of some organisms, whereas high concentrations inhibit the growth of most. The latter effect is used commercially when perishable food products are stored. A study is conducted to investigate the effect of CO2 on the growth rate of pseudomonas fragi, a food-spoiling organism. Carbon dioxide is administered at five predetermined different atmospheric pressures. The response measured was the percentage change in cell mass after 1-hour growing time. Ten cultures were used at each atmospheric pressure level, resulting in the following data: 0.0 .083 .29 .50 .86 62.6 50.9 45.5 29.5 24.9 59.6 44.3 41.1 22.8 17.2 64.5 47.5 29.8 19.2 7.8 59.3 49.5 38.3 20.6 10.5 58.6 48.5 40.2 29.2 17.8 64.6 50.4 38.5 24.1 22.1 50.9 35.2 30.2 22.6 22.6 56.2 49.9 27.0 32.7 16.8 52.3…Hydraulic fracturing, or “fracking”, is the process of drilling below the surface of the earth and injecting liquid at high pressure into rock formations to extract oil and natural gas. As more states have approved fracking, an increasing number of U.S. adults have expressed concerns about its safety. A 2016 Gallup survey asked U.S. adults, “Do you favor or oppose hydraulic fracturing, or fracking, as a means of increasing the production of natural gas and oil in the U.S.?” The survey results are shown below. Support 36% Oppose 51% No Opinion 13% Which of the following scenarios would be the best use of a chi-square goodness-of-fit test? a. Researchers want to determine the proportions of all U.S. adults who support, oppose, or have no opinion about the increase of fracking in the U.S.b. Researchers want to determine if U.S. adults’ views towards fracking in 2018 are different than U.S. adults’ views towards fracking were in 2016.c. Researchers want to determine if the proportion of…