Correlation and regression problems, Basic Statistics

Assignment Help:

CORRELATION & REGRESSION:

1)  What do you mean by the term correlation?

2)  Point out the differences between coefficient of correlation and regression.

3)  If the correlation for a given data set is 0.75 what does it signifies.

4)  Point out the differences between Karl Pearson and Spearman's Rank correlation

5)  Describe the steps used for multiple regression analysis.

PROBABILITY:

1) If a person is vaccinated properly, the probability of getting the disease is .04. Without the vaccination, the probability of getting the disease is .30. Assume 1/4 of the population is properly vaccinated.

a. If a person is selected at random, what is the probability they will get the disease?

b. If a person gets the disease, what is the probability that they were properly vaccinated?

HYPOTHESIS TESTING:

1) In a large population of students, a school claims that the average ACT score is µ = 25. A newspaper disputes this claim and obtains a random sample of 34 students which yields an average of 24.2, and s = 6.2. Conduct a hypothesis test at the 10% level to determine whether there is statistical evidence that the survey is different than the actual population.

2) A test was designed to test student's ability to learn statistics. Thousands took the test and were divided by sex. A random sample of 50 was chosen from each group. The females had an average of 44 with a standard deviation of s = 2.1 and the males had an average of 45 with a standard deviation of s = 2.3. Construct a 95% confidence interval for the difference in mean test scores of the two populations.

3) The following is a random sample of numbers of people who were hired at a company over the last 10 years. Construct a 70% and 90% confidence interval for the difference in male and female hiring.   

 

Male

Female

Hired

200

300

Interviewed 

450

500


Related Discussions:- Correlation and regression problems

Draw the roc diagram-equilibrium probability, A. Use the inequality derived...

A. Use the inequality derived for part C question 3; to obtain an inequality required x *CD  = 1 to remain stable against DD invaders. Also draw the ROC diagram discussed in class

Compute the outlier diagnostics, Use the following four data sets for probl...

Use the following four data sets for problem 1.  Be aware that this is a very interesting series of data sets with some special properties. I do not have data files for these data,

Probability, A bag contain 5 white , 7 red and 8 black balls. If four balls...

A bag contain 5 white , 7 red and 8 black balls. If four balls are drawn one by one without replacement, find the probability of getting all white balls.

What is univariate and bivariate data, Q. What is Univariate and Bivariate ...

Q. What is Univariate and Bivariate Data? Ans. Univariate data is data gathered about a single variable. Univariate studies could include a study of the amount paid by Am

Joy, Ask questio How many women must be randomly selected to estimate the m...

Ask questio How many women must be randomly selected to estimate the mean weight of women in one age group? We want 90% confidence that the sample mean is within 3.7 lbs of the po

Index number, Characteristics of index number

Characteristics of index number

Write Your Message!

Captcha
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