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

Aggressive growth fund, Define Aggressive Growth Fund: A mutual fund which ...

Define Aggressive Growth Fund: A mutual fund which is primary investment intention is substantial capital gains. The return & principal value of mutual funds fluctuate with changes

Accounting equation, goods returned by a customer Rs 2000 costing Rs 1900

goods returned by a customer Rs 2000 costing Rs 1900

Long term credit decision, Long Term Credit Decision In no more than o...

Long Term Credit Decision In no more than one typed page, provide a statement of your decision to lend or not lend to this company based on your interpretation of the company'

Cash flow analysis, Cash flow analysis In financial sales, an income rep...

Cash flow analysis In financial sales, an income report, also known as report of money runs or funds circulation report is a financial report that shows how changes in stability

Calculate its stationary probabilities, A small specialized workshop is use...

A small specialized workshop is used to perform periodic check-up on some high-tech devices. The check up is made in three stages whose durations are independent random variables w

Optical, How to combine two prisms to produce deviation without dispersion ...

How to combine two prisms to produce deviation without dispersion ?

Hypothesis testing, The caffeine is expected to lower reaction time by an a...

The caffeine is expected to lower reaction time by an average of 30 msec. Scores on the simulator task for the regular population (without caffeine) form a normal distribution with

Read the passage below. What kind of variables are these — n, To examine a ...

To examine a program for educating health professionals in a sports injury clinic about the importance of keeping detailed medical records, a researcher does a controlled trial i

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