Carry out the statistical test and state your conclusions.
Q: your score in the original distribution?
A: Since , the original distribution has a mean 35 and standard deviation is 8 Also , the new…
Q: The test statistic is enter your response here.
A:
Q: The value of the test statistic is
A:
Q: How would you explain the analysis of variance, assuming that your audience has not had a statistics…
A:
Q: . Are the data consistent?
A: Given: Total no of person =500 Nonof person preferred variety A = 400 Nonof person preferred…
Q: What are the ethical guidelines for statistical practice? How do they help get results for research?
A: Good statistical practice is fundamentally based on transparent assumptions, reproducible results,…
Q: What does a z-score tell you about a data value?
A: Solution: Let X be the random variable. The z-score is the standardized value of the given data.
Q: What is the mean, standard deviation and variance of the time the subjects stayed balanced?
A: We have given that, The data of 8 females. The balance times data is, 34, 38, 29, 23, 33, 28, 32,…
Q: What is meant by a result being statistically significant?
A: There are mainly two important things in any research. Practical significance and statistical…
Q: What statistical tool is appropriate if the number of data is large and O is known?
A: Here we need to find out the statistical tool if the number of data is large and standard deviation…
Q: Describe a business scenario where you would have to test more than two samples of data. What type…
A: Given information: The investigator is specially interested describe a scenario to test more than…
Q: Can you help me determine the test statistic and P-value of the following equation?
A: Hypothesis testing plays a major role in research and development. To diagnose the underlying cause…
Q: For his statistics assignment, Johnson examineddifferences in quality of grades obtained by students…
A: Johnson examined differences in quality of grades obtained by the students on regular program of a…
Q: What is the value of the test statistic, F?
A:
Q: Read the given scenario and pick the correct test procedure. Think about the type of data, how many…
A: Hi! Thank you for the question, As per the honor code, we are allowed to answer only first three…
Q: In this investigation, you learn how to decide if a value of x2 is statistically significant. How…
A: Here we have been provided with two samples falling into various categories. We will use Chi-Square…
Q: For each question, determine whether it is a statistical question. If it is a statistical question,…
A: “Since you have posted a question with multiple sub-parts, we will solve first three subparts for…
Q: Why is it important to know what type of statistical test should be run before data is collected?
A: It is important know what statistical test should be run before data is collected to ensure data…
Q: what are the first, second, and third quartiles?
A: 25) Here , we want to find the first , second and third quartile For that we use the R-software or…
Q: Explain the tests of statistical significance?
A: It is asked to explain the tests of statistical significance.
Q: Using the table, How would you write the results for the statistically significant improvements in…
A: Here, we have a data related to 30 individuals. Studying caregiver's stigma, a few questions have…
Q: What is the mean, variance and Standard Deviation?
A:
Q: using the data below, what are the conclusions of the test?
A: Based on the analysed results above, we see that the data consists of, Contrasts - 1, 2 and 3 ,…
Q: What is the power of the test in the statistical test?
A: Statistical Test: A statistical test is a tool that helps people make analytic conclusions about a…
Q: Distinguish briefly the Population and sample
A: Population : The population is a wider group of people, items, events, etc on the basis of which…
Q: Consider the following scenario: you want to investigate the relationship between the number of…
A: Here we want to see if there is a relationship between 'likes' on Facebook and 'number of friends'…
Q: What is the value of the sample correlation r?
A: It is given that Regression line : y = -3.05 + 0.10x Number of observations n = 13 Number of…
Q: Are the statistical techniques used in the analysis of data appropriate to the levels of measurement…
A: Statistics Statistics is widely used to gathering the different datasets,…
Q: What are the six steps to statistical testing? Explain Each step.
A: The six steps in hypothesis testing.
Q: Calculate the test statistic,
A: Given that sample size is n = 76 And number of peoples who said they are confident of meeting their…
Q: Make a conclusion based on the histogram (attached below)
A: We need to make interpretation based on given Histogram
Q: State one possible advantage of using paired samples instead of independent samples.
A: Provide the possible advantage of using paired samples instead of using independent…
Q: Describe when you would use an analysis of variance versus an independent samples t-test.
A: Analysis of variance (ANOVA) is used when we have more than two independent samples whereas…
Q: Explain why researchers typically focus on statistical independence rather than statistical…
A: Independent Events:The events A and B are said to be independent, if the result of one of the events…
Q: list the number of expenses for each day and create a graphical representation of the gathered data.…
A: list the number of expenses for each day and create a graphical representation of the gathered data.…
Q: The test scores for a class of 155 students are computed. What is the location of the test score…
A: Given that The test scores for a class of 155 students are computed n=155 Find the location of the…
Q: How to decide one or Two Samples?
A: t-test: (i) In the t-test, the sample size of 30 is large enough (n < 30) (ii) Samples are taken…
Q: er, which type of statistical test is most appropriate?
A: There are various statistical test that can help in exploring the relationship between two…
Q: Roughly speaking, what are the normal scores corresponding to a sample of observations?
A: The normal scores corresponding to a sample of observations are observations and expect same sample…
Q: What is meant by the phrase statistically significant?
A: Simple random sampling:Simple random sampling is the process of sampling in which every individual…
Q: Why do you need to understand the question before deciding the statistical tool to be used?
A: Some of the most common and convenient statistical tools to quantify such comparisons are as…
Q: The test scores for a class of 203 students are computed. What is the location of the test score…
A: Third quartile is above 75% of the observations.
Q: ) what is the first quartile? B) % of the data between 30 and 36
A: See the handwritten solution
Q: It is not important to collect samples randomly. True or false
A: Any sample must be collected using the random techniques. If the samples are not collected randomly…
Q: What is statistical significance?
A: Statistical significance: Statistical significance determines that the results obtained in the…
Q: Does the process of statistical analysis stop at the end of the analysis?
A: Introduction:A statistical data analysis procedure can be performed broadly in the steps-…
Q: She made 10
A: Given that A typical 12-ounces serving of beer is said to be 150 calories. The above statement…
Q: ) In APA format, write out the results of your statistical test:
A: Given information: The MINITAB output for one sample t test is given.
Contingency Table
A contingency table can be defined as the visual representation of the relationship between two or more categorical variables that can be evaluated and registered. It is a categorical version of the scatterplot, which is used to investigate the linear relationship between two variables. A contingency table is indeed a type of frequency distribution table that displays two variables at the same time.
Binomial Distribution
Binomial is an algebraic expression of the sum or the difference of two terms. Before knowing about binomial distribution, we must know about the binomial theorem.
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- Find the mean hourly cost when the cell phone described above is used for 240 minutes.A study was carried out to determine the influence of a trace elementfound in soil on the yield of potato plants grown in that soil, defined asthe weight of potatoes produced at the end of the season. A large fieldwas divided up into 14 smaller sections for this experiment. For eachsection, the experimenter recorded the amount of the trace elementfound (in milligrams per metre squared) and the corresponding weightof the potatoes produced (in kilograms). This information is presentedin the worksheet ‘Dataset5’ in the Excel document. Define X as thetrace element amount and Y as the yield.1. Draw a scatterplot of your data set.Page 52. Calculate the coefficients of a linear equation to predict the yieldY as a function of X.3. Calculate the correlation coefficient for the paired data values.4. Set up the framework for an appropriate statistical test to establish if there is a correlation between the amount of the trace element and the yield. Explain how having the scatterplot referredto…A factory deep in a fjord has over a long time released a certain type of heavy metal, and a mappingof the concentration of the heavy metal on the seabed in the area around the factory has been carried out. It's for eachsample recorded heavy metal concentration, distance to the factory (in km) and depth (in meters). You findthe data in the file Heavy metal data.We will initially look at the connection between heavy metal concentration and distance to the factory,and fit a linear regression model Y = α + βx + e where we use heavy metal concentration asY -variable and distance as x-variable.1.) Briefly explain why it is reasonable to use heavy metal concentration as the Y variable and distanceas x-variable and not the opposite.2.) Give practical interpretations of the α-parameter and the β-parameter in the model in this situation.2.) What does it mean in practice in this specific situation if β < 0, if β = 0 and if β > 0?
- Find the mean single charge duration time of a battery.A researcher wants to test the association between 4 stress levels and 8 choices of favorite color in mature adults. The Chi-square value coputed was 30.72. At the 0.5 level what should the researcher conclue. Show work.A photoconductor film is manufactured at a nominal thickness of 25 mils. The product engineer wishes to increase the mean speed of the film, and believes that this can be achieved by reducing the thickness of the film to 20 mils. Eight samples of each film thickness are manufactured in a pilot production process, and the film speed (in microjoules per square inch) is measured. For the 25-mil film, the sample data result is = 1.15 and 81 = 0.11, while for the 20-mil film, the data yield 2 = 1.06 and 82 = 0.09. Note that an increase in film speed vould lower the value of the observation in microjoules per square inch. (a) Do the data support the claim that reducing the film thickness increases the mean speed of the film? Use a = 0.10 and assume that the two population variances are equal and the underlying population of film speed is normally distributed. What is the P-value for this test? Round your answer to three decimal places (e.g. 98.765). The data the claim that reducing the film…
- A photoconductor film is manufactured at a nominal thickness of 25 mils. The product engineer wishes to increase the mean speed of the film, and believes that this can be achieved by reducing the thickness of the film to 20 mils. Eight samples of each film thickness are manufactured in a pilot production process, and the film speed (in microjoules per square inch) is measured. For the 25-mil film, the sample data result is = 1.13 and 81 = 0.11, while for the 20-mil film, the data yield = 1.08 and 82 = 0.09. Note that an increase in film speed wwould lovwer the value of the observation in microjoules per square inch. (a) Do the data support the claim that reducing the film thickness increases the mean speed of the film? Use a = 0.10 and assume that the two population variances are equal and the underlying population of film speed is normally distributed. What is the P-value for this test? Round your answer to three decimal places (e.g. 98.765). The data v the claim that reducing the…A study was conducted on the lengths of the logs from each lot from the question above. Samples were taken and the observations were as follows Lot 1 (in feat) 102, 86, 98, 109, 92 Lot 2 (in fect): 81, 165, 97, 134, 92, 87, 114 (Note that Canvas said critical value NOT EQUAL to +-2,34 or+-2.36) is there a significant difference in log length between the two lots? (use \alpha= 0.05 and assume that \sigma 12 not equal to \sigma 2*2). Show your procedures for the five steps below. Enter your critical value, test statistic and decision in CanvasAccording to the National Health and Nutrition Examination Survey (NHANES) sponsored by the U.S. government, a random sample of 712 males between 20 and 29 years of age and a random sample of 1,001 males over the age of 75 were chosen and the weight of each of the males were recorded (in kg). Do the data provide evidence that the younger male population weighs more (on average) than the older male population? Use “Y” for ages 20-29 and “S” for ages 75+. It was found that x̅Y=83.4, sY=18.7, x̅S=78.5, and sS=19.0. a) Is the normality condition met for this test? (see picture) No, since the histograms show skewness and outliers . Yes, since both sample sizes are larger than 30. No, since both sample sizes, nY and nS, are less than 30. Yes, since it was stated that the two populations are normally distributed. b)What are the correct degrees of freedom for this test? Group of answer choices 999 1000 1712 1711 711
- According to the National Health and Nutrition Examination Survey (NHANES) sponsored by the U.S. government, a random sample of 712 males between 20 and 29 years of age and a random sample of 1,001 males over the age of 75 were chosen and the weight of each of the males were recorded (in kg). Do the data provide evidence that the younger male population weighs more (on average) than the older male population? Use “Y” for ages 20-29 and “S” for ages 75+. It was found that x̅Y=83.4, sY=18.7, x̅S=78.5, and sS=19.0. a)Suppose the test statistic is t = 2.398. What is the associated p-value? Group of answer choices 0.001 < p-value < 0.002 0.005 < p-value < 0.01 0.01 < p-value < 0.02 0.0005 < p-value < 0.001 b) Suppose the p-value is 0.02 < p-value < 0.04. At α = 0.10 what is the appropriate conclusion to make? Group of answer choices Fail to reject H0 and conclude that the mean weight of all males ages 20-29 is greater than the mean weight of all…A report in LTO stated that the average age of taxis in the Philippines is 9 years. An operations manager of a large taxi company selects of 40 taxis and finds the average age of the taxis is 8.2 years. The of the population is 2.3 years. At can it be concluded that the average age of the taxis in his company is less than the national average?An analysis was conducted by the Statistics Consulting Center atVirginia Polytechnic Institute and State University in which acertain treatment was applied to a set of tree stumps. The chemicalGarlon was used the with the purpose of regenerating the roots ofthe stumps. A spray was used with four levels of GarlonPage 23 of 23concentration. After a period of time the height of the shoots wasobserved. Does the concentration of Garlon has a significantimpact on the height of the shoots? Use α = 0.05.