Do a one-way anova to test the hypothesis

Assignment Help Advanced Statistics
Reference no: EM1382794

1. For each of the following t values, indicate whether the t is statistically significant for a two-tailed test, at the specified alphas:

a. t = 2.90, df = 25, α = 0.01

b. t = 2.00, dr = 25, α = 0.05

c. t = 5.52, df = 10, α = 0.01

d. t = 2.02, df = 150,  α = 0.05

1. For each of the following situations, indicate whether ANOVA is appropriate; if not appropriate, the reason why not; and, if appropriate, the type of ANOVA that would be used (i.e., one-way, repeated measures, etc.)

a.  The IVs are ethnicity (Asian, White, African American, Hispanic) and gender (male vs female); the DV is serum cholesterol levels.

b.  The IV is smoking status - smokers vs non-smokers; the DV is health-related hardiness as measured on a 20-item scale.

c.  The IV is maternal breast feeding status (breastfeeds daily vs breastfeeds at least 1-3 times/week vs doesn't breastfeed); the DV is maternal bonding with infant, as measured on a 20-item self-report scale.

d. The IV is treatment group for patients with drug-induced shivering (extremity wraps vs high room temp vs normal room temp without wraps) same patient used for each treatment; the DV is myocardial oxygen consumption, measured before and after treatment.

e. The IV is length of gestation (preterm vs term vs postterm); the DV is delivery type (vaginal vs Caesarean).

2. Suppose we wanted to compare the somatic complaints (as measured on a scale known as the Physical Symptom Scale or PSS) of three groups of people: non-smokers, smokers, and people who recently quit smoking.   Using the following data for PSS, do a one-way ANOVA to test the hypothesis that the population means are equal:

                            Nonsmokers                   Smokers                     Quitters

                                    19                                31                                30

                                    28                                29                                22

                                    17                                22                                23

                                    20                                24                                22

                                    25                                19                                17

Using StatCrunch, determine the means for the three groups and compute the sums of squares, degrees of freedom, and mean squares for these data.  What is the value of F?  Using an alpha of 0.05, is the F statistic significant?  Why?  Copy and Paste your work from StatCrunch into your Word document submission.

3. A new motorcycle is being developed to meet new gas mileage standards recently passed by the federal government.  An engineer tested three model designs by randomly assigning the motorcycles in a blind study (the riders recorded the mileage but did not know the design of the motorcycle, only its code). The data in miles per gallon (MPG) for the three designs is listed below:

X-1

B-1

Z-1

45

55

54

62

55

52

50

54

41

65

44

35

62

52

38

50

69

41

50

58

51

58

45

44

      Using StatCrunch, determine the means for the three groups and compute the sums of squares, degrees of freedom, and mean squares for these data.  What are the hypotheses to be tested here? What is the value of F?  Using an alpha of 0.05, is the F statistic significant?  Why?  Copy and Paste your work from StatCrunch into your Word document submission for full credit.

4. For each of the following F values, indicate whether the F is statistically significant at the specified alpha level:

a. F = 4.80, df = 4, 40  α = 0.01

b. F = 5.02, df = 3, 60, α = 0.001

c. F = 3.45, df = 3, 27, α = 0.05

d. F = 4.99, df = 2, 150, α = 0.01

e. F = 2.09, df = 2, 250, α = 0.05

Reference no: EM1382794

Questions Cloud

Define kinetic friction between wheel and wet rag : A potter's wheel having a radius 0.450m and a moment of inertia 15 kg•m2 is rotating freely at 45 rev/min. The potter can stop the wheel in 7.50 s by pressing a wet rag against the rim and exerting a radically inward force of 68 N.
A company has a factory that is designed : A company has a factory that is designed so that it is most efficient (average unit cost is minimized) when producing 28,500 units of output each month.
How write the program to calculate simple matrix : How to write the program to calculate simple 3x3 spreadsheet containing integers and strings. First, input spreadsheet source values from console.
Elucidate how would you advise her to proceed : The bank manager refuses to display it for fear of offending non-Christians. After Maria writes to the bank headquarters, she is terminated. Elucidate how would you advise her to proceed.
Do a one-way anova to test the hypothesis : Do a one-way ANOVA to test the hypothesis that the population means are equal and what are the hypotheses to be tested here? What is the value of F ?
Base of each standpipe : Determine: a) the height of the water, with respect to the base of each standpipe, and b) the effective stress at the depth of each standpipe, at the following times:
What is the radius of the track : While a woman stands with two feet on a scale, the scale reads 490 N. When she lifts one foot, scale reads more or less.
A local fast-food restaurant processes several customer : A local fast-food restaurant processes several customer orders at once. Services clerks cross paths, sometimes nearly colliding, while they trace different paths to fill customer orders
Stephanie cans no longer type she was terminated : She has requested a transfer to a position with comparable pay, but none are available. Because Stephanie cans no longer type, she was terminated. Illustrate what advice would you give her?

Reviews

Write a Review

Advanced Statistics Questions & Answers

  Logistic regression

Foundations of Logistic Regression

  What is the distribution of x and y and why

What is the distribution of X and Y and why - Crank is understandably annoyed with this result, but perhaps not quite ready to concede defeat.

  Modelise as a markov chain

modelise as a markov chain

  Probability and statistics

The tubes produced by a machine are defective. If six tubes are inspected at random , determine the probability that.

  Quality control analysis

Determining the root causes

  How queuing theory impact scheduling in business situation

This assignment requires you apply Scheduling Theory in order to optimize a schedule of events and reduce lost productivity.

  Problems on advanced computer networks

Identify and explain the events that can change the state of the system also determine the percent of time that this storage space will be adequate to accommodate newly arrived jobs-CS524 Advanced Computer Networks

  Relationship between speed, flow and geometry

Write a project proposal on relationship between speed, flow and geometry on single carriageway roads.

  Create a scatter plot - correlation and regression

What would you predict the final exam points to be for a student with a GPA of 3.35 and an IQ of 120 and what is the relationship between a student's short-term IQ score, previous GPA, and final exam points?

  Solve the linear model

o This is a linear model. If your model needs a different engine, then you need to rethink your approach to the model. Remember, there are no IF, Max, or MIN statements in linear models.

  What is probability pat will pass the quiz

what is the probability that more than 2 packages will be delivered late - what is the probability that exactly 2 packages in the sample arrive late?

  Standard deviation of complaints received per week

What is the probability that a randomly chosen package contains between 47 and 52 clips (inclusive) per package and What is the standard deviation of complaints received per week?

Free Assignment Quote

Assured A++ Grade

Get guaranteed satisfaction & time on delivery in every assignment order you paid with us! We ensure premium quality solution document along with free turntin report!

All rights reserved! Copyrights ©2019-2020 ExpertsMind IT Educational Pvt Ltd