Basis of the skewness and kurtosis of sample

Assignment Help Basic Statistics
Reference no: EM131009376

Most of the stock trades at an office that handles over-the-counter retail stock sales are fairly small, but sometimes a big trade comes through. These data show the dollar value of a sample of 11 trades made during the previous day.

+1,500, +1,000, +1,000, +500, +750, +850, +1,800, +1,250, +15,500, +1,750, +2,250

(a) Using a normal quantile plot, determine whether these data might be a sample from a normally distributed population.

(b) On the basis of the skewness and kurtosis of this sample, how large a sample does the CLT condi- tion require in order to rely on a t-interval for the mean?

(c) Assuming that the data are nearly normal, find the 95% one-sample t-interval for the mean. What does it mean that the interval includes zero?

(d) How does the 95% interval change if the largest data point is excluded?

(e) Explain why the lower endpoint of the 95% confidence interval is positive after the outlier is removed, although it is negative with the outlier.

Reference no: EM131009376

Questions Cloud

What is the maximum revenue : In order to boost sales, Quink Inc introduces a new line of Pink Quinks. The revenue equation is given by R(x) = 75 4. x2e-0.09x. What is the maximum revenue?
Determine how your company got its initial financial start : Determine how your company got its initial financial start in terms of debt (liabilities) or equity (capital). Support your response.
Make a scatter diagram of infmort and income : Make a scatter diagram of InfMort and income. Draw (by eye) the line that appears to best fit the data. What effect do you suppose that the two outliers have on income?
Nonparametric confidence interval for the median : The interval from the smallest to largest amounts sold during the eight shifts in Exercise 37 is +1,889 to +4,592. If this range is treated as a nonparametric confidence interval for the median, what is the coverage probability of this interval?
Basis of the skewness and kurtosis of sample : Using a normal quantile plot, determine whether these data might be a sample from a normally distributed population. On the basis of the skewness and kurtosis of this sample, how large a sample does the CLT condi- tion require in order to rely on a ..
Small sample of eight recent daytime shifts : The manager of a convenience store tracked total sales during a small sample of eight recent daytime shifts (an eight-hour period of the day). The total sales during these periods were as follows:
Find a vector function that represents the curve : Find a vector function that represents the curve that is the intersection of the cylinder x2 + y2 = 1 and the hyperboloid z = x2 +y2.
Mean of a sample of positive numbers : A 95% confidence interval for the mean of a sample  of positive numbers can include negative values if the sample size is small and the data are highly skewed. Is it possible for the nonparametric confidence interval for the median based on a samp..
Next candidate an attractive salary : The manager of the HR group needs to hire a new technical analyst and wants to offer the next candidate an attractive salary. Which is more useful to the manager, a prediction interval for the salary of a new technical analyst or a confidence inte..

Reviews

Write a Review

Basic Statistics Questions & Answers

  Variable to a regression equation

What can R2adj do if we add another variable to a regression equation? What can R2 do if we add another variable?

  When 12 bolts are tested for hardness their indexes have a

when 12 bolts are tested for hardness their indexes have a standard deviation of 41.7. test the claim that the standard

  Probability regarding house sales or interest rates

The probability that house sales will increase in the next 6 months is estimated to be 0.25. The probability that the interest rates on housing loans will go up in the same period is estimated to be 0.74. The probability that house sales or intere..

  How many individuals participated in the research study

Treatment conditions and obtains 30 scores in each treatment. If the researcher used a repeated-measures design, then how many individuals participated in the research study?

  Evaluate the administrator statement

In checking a random sample of 400 emergency room patients, a board member finds that 35% of those treated were not true emergency cases. Using an appropriate hypothesis test and the 0.05 level, evaluate the administrator's statement.

  A fair coin is repetitively tossed 2n times n is very

a fair coin is repetitively tossed 2n times n is very large. what is the probability for the number of heads to be in

  How would you describe a distribution

How would you describe a distribution? How are descriptions presented graphically and what are normal data and skewed data? How does this distinction play a part in statistical analysis?

  Interval for variance and standard deviation

The percentage rates of home ownership for 8 randomly selected states are listed below. Estimate the population variance and standard deviation for the percentage rate of home ownership with 99% confidence level.

  Real-world example of measure of central tendency

Give a brief description of a real-world example in which one measure of central tendency provides useful information while another measure of central tendency provides meaningless (or even misleading) information.

  Test the claim that two proportions are equal

Attended a religious service at least once a month, 20 stopped to help a person with car trouble. At the 0.05 significance level, test the claim that the two proportions are equal.

  What is the p-value of your test

An SRS of 25 faculty members at a large southeastern university found that 10 felt that the university was supportive of female and minority faculty. What is the p-value of your test

  Best-fit linear equation

For a sample of 100 employees, a personnel direc- tor has collected data on x 5 the number of years an employee has been with the firm and y 5 the number of shares of company stock the employee owns. The data are in file XR02044. a. Generate a scatte..

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