What is the correlation coefficient

Assignment Help Applied Statistics
Reference no: EM13165934

Use only hand calculators on this exam; Minitab or any other computer software is not allowed. The textbook (but no other notes) may be used during the exam. Be sure to submit all your work in order to receive partial credit. For example, when performing hypothesis tests it is necessary that you define the hypotheses, sketch the rejection region, and show computations for the test statistic.

1. Find the critical value x20.99, associated with a χ2 curve with 10 degrees of freedom.

2. Find the critical value having an area of 0.05 to its right for an F-curve with 8 numerator degrees of freedom and 15 denominator degrees of freedom.

3. A random sample of 100 adults was recently gathered in order to explore a possible relationship between alcohol consumption and high blood pressure. The results are provided in the contingency table below. Your job is to determine if drinking status is independent of high blood pressure.

1660_Define the null and alternative hypotheses1.png

a. Define the null and alternative hypotheses associated with the χ2 test for independence.

b. Complete the contingency table by finding expected values.

c. Let α = 0.10. Find and sketch the rejection region associated with this hypothesis test.

d. Compute the χ2 test statistic and state your conclusion.

4. The types of raw material used to construct stone stools found at the archaeological site Casa del Rito are shown below. (Bandelier Archaeological Excavation Project edited by Kohler and Root). A random sample of 1486 stone tools are obtained from a current excavation site.

1215_Define the null and alternative hypotheses.png

Test the claim that the regional distribution of raw materials fits the distribution at the current evaluation site. State null and alternative hypothesis.

Let o: 0.10. Find and sketch the rejection region associated with this hypothesis test.

Compute the y2 test statistic and state your conclusion.

5. The presence of harmful insects in farm fields is detected by erecting boards covered with a sticky substance and then examining the insects trapped on the board. To investigate which colors are most attractive to cereal leaf beetles, researchers placed six boards of each of four colors in a field of oats. The table below gives data on the number of cereal leaf beetles trapped.

909_Define the null and alternative hypotheses2.png

a. Compare the means for the four colors.

b. Test the hypothesis that the color of the board has no effect in attracting cereal leaf beetles at cr:0.05, assuming that the number of insects trapped follows a normal distribution and that the standard deviations are the same for all colors.

c. Do these assumptions seem reasonable? Why or why not?

6. Manatees are large sea creahrres that live in the shallow water along the coast of Florida. Many manatees are injured or killed each year by powerboats. Here are the data on manatees killed and powerboat registration (in thousands of boats) in Florida for the period 1984 to 1990.

2094_Define the null and alternative hypotheses3.png

748_Define the null and alternative hypotheses4.png

7. Applicants for a particular job that involves extensive travel in Spanish speaking countries, must take a proficiency test in Spanish. The sample data below was obtained in a study of the relationship between the numbers of years applicants have studied Spanish and their score on the test.

2104_Define the null and alternative hypotheses5.png

a. What is the correlation coefficient, r?

b. At the 5o/olevel of significance, do the data provide sufficient evidence to conclude that the slope of the population regression line is not zero and hence that the number of years of study is useful as a predictor of score on the test? Do the data provide sufficient evidence to conclude that the number of years of study and test score are linearly positively correlated? Use cr  : 0.01.

c. Do the data provide sufficient evidence to conclude that the number of years of study and test score are linearly positively correlated? Use α = 0.01

Reference no: EM13165934

Questions Cloud

A sunday on la grande jatte into his painting : Why did Georges Seurat incorporate 'A Sunday on La Grande Jatte' into his painting 'Les Poseuses?' In other words, why does he chose to display a painting within a painting?
State mixture containing mostly a dextrorotatory ketone : Treatment of (S)-( )-5-methyl-2-cyclohexenone with lithium dimethylcuprate gives, after protonolysis, a good yield of a mixture containing mostly a dextrorotatory ketone A and a trace of an optically inactive isomer B
Small business owner and a recently naturalized citizen : Phong Lhu is a small business owner and a recently naturalized citizen of the United States. Since there are very few Vietnamese serving in public office, Phong Lhu will most likely vote in accord with ________.
State lake can be neglected as far as acidification : Assume also that on a yearly basis the lake is completely mixed, and that the small river flowing into and out of the lake can be neglected as far as acidification is concerned. How many years will it be before the lake will reach a pH of 5.0?
What is the correlation coefficient : What is the correlation coefficient and do the data provide sufficient evidence to conclude that the number of years of study and test score are linearly positively correlated? Use α = 0.01
Role of mucus in the nasal cavity : What is the role of mucus in the nasal cavity
Explain what is the concentration of the haso42 : Arsenic Acid (H3AsO4) has Ka values of 2.5*10^-4, 5.6*10^-8, and 3*10^-13. What is the concentration of the HAsO42- dianion in a solution
State what is the equilibrium concentration of co : At equilibrium, it is found that .25 moles of COCl2 remain. What is the equilibrium concentration of CO?
Constant regions of antibodies : Which one of the following is NOT true of the constant (C) regions of antibodies

Reviews

Write a Review

Applied Statistics Questions & Answers

  Information and the research study

Please read through the case scenario shown below to gain an understanding of the background information and the research study

  What is a three-period moving average forecast

What is a three-period moving average forecast for the month of July? What is the slope of the regression equation developed when the Sales data are used to predict the Pounds?

  Compute the mean and sd of the probability

Compute the mean and SD of the probability of the mean and determine the test statistic

  What research design was used this study

What research design was used this study

  Hypothesis testing

What assumptions about the number of pedestrians passing the location in an hour are necessary for your hypothesis test to be valid?

  Regression analysis techniques

Regression analysis techniques

  Regression of the rate of inflation

Using the data on the growth rate of Money and inflation, run a regression of the rate of inflation on the rate of growth of the money supply

  Simulation of a poisson and a compound poisson process

Compute the expected time until the 100 th student arrives. What is the probability that the time between the arrival of the 200th and the 201st student exceeds 2 days?

  Forecasting with time series analysis

Develop a sales forecast for each store for December Plot the data for each store.Use data in table.

  What is the unregulated competitive equilibrium

What is the unregulated competitive equilibrium and what is the social optimum specific tax (per unit of output of gunk) results in the social optimum

  Construct a bayesian network for the object recognition

Determine whether this data already provides an expected relative error introduced by the simulation of below 5%. If not, compute how many new simulations you should run in order to reduce the expected relative error introduced by the simulation b..

  Estimate the model time series and cross-section

Explain what type of data you would use to estimate the model - time series, cross-section, or panel data and Identify the dependent variable and the independent variables

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