Determining probability of type 1 error using decision rule

Assignment Help Basic Statistics
Reference no: EM1323008

Q1) Supporters claim that new windmill can create on average at least 800 kilowatt of power per day. Daily power generation for windmill is supposed to be normally distributed with standard deviation of 120 kilowatts. Random sample of 100 days is taken to test this claim against alternative hypothesis that true mean is less than 800 kilowatts. Claim will not be rejected if sample mean is 776 kilowatts or more and rejected otherwise.

a) Determine the probability that of a Type I error using decision rule if population mean is in fact 800 kilowatts per day?

b) Find out the probability β of Type II error using this decision rule if population mean is in fact 740 kilowatts per day?

c) Assume that same decision rule is used, but with sample of 200 days. (i) Would value of α be smaller than, larger than, or same as found in part (a)? (ii) Compare value of β with that in part (b).

d) Assume that that sample of 100 days was taken, but with decision rule was changed so that the claim would not be rejected if sample mean was at least 765 kilowatts. (i) Compare value of α with that in part (a); (ii) Compare value of β with that in part (b).

Reference no: EM1323008

Questions Cloud

Graph the bens consumption function : Graph the Bens consumption function also find their households marginal propensity to consume.
Administration, performance for the database : According to you what would be the inherent problems of the database auditing if program was not implemented with the careful thought and consideration? Consider administration, performance, and other factors.
Statistical abstract of the united states : The following table is based on information taken from the Medical Practice Characteristics section of the Statistical Abstract of the United States
Illustrate what is standard inconsistent cost : Illustrate what is standard inconsistent cost. Illustrate what is the marginal cost.
Determining probability of type 1 error using decision rule : Determine the probability that of a Type I error using decision rule if population mean is in fact 800 kilowatts per day?
New system implementation : In new system implementation, what could you do as the lead system designed to assure the implementation went smoothly?
Indicate whether expect demand to be inelastic or elastic : For every of the subsequent goods, indicate whether you expect demand to be inelastic or elastic also explain your reasoning
Modelling as a binomial distribution : At least half the patients are under 15 years old? First, explain how this can be modeled as a binomial distribution with 8 trials, where success is visitor age is under 15 years old and the probability of success is 20%.
Creating the decision tree of insurance policy : Insurance policy from company A costs $300 a year but guarantees to replace any losses due to theft. Create the decision tree.

Reviews

Write a Review

Basic Statistics Questions & Answers

  Explaining relationship between total gross-opening gross

Explain the relationship between total gross and opening gross total gross and number of theatres  total gross and week in top 60.

  Population mean weight of all turtles

Find a 90% confidence interval for the population mean weight of all such turtles.

  Finding approximate six sigma level of the process

The DPMO for process is 860. Find the approximate Six Sigma level of the process?

  Distribution of the average or median of the sample

What can we say about the form or way of the distribution of the average or median of the sample?

  Spot the type of forecasting approach for limited historical

If historical time series data is very limited, what type of forecasting approach would be useful.

  Error in ordinary language

What type of error has possibly been committed? Explain the error in ordinary language.

  Probability based on a game of rolling a pair of dice

A game involving a pair of dice pays out $4 with probability 16/36, costs you $2 with probability 14/36, and costs you $6 with probability 6/36.

  Testing for equality of variances

Testing for equality of variances - Independent random samples were taken from normal distributions of the yearly production of ships built by the International Ship Building Company under

  Percentages specified by tchebysheffs theorem

Compare these with the percentages specified by Tchebysheff's Theorem.

  Computing value of coefficient in objective function

What is Excel formula in B9 giving first value of coefficient in the objective function?

  Inverse probability-normal distribution

What should the cut-off score be for the interviews? (Round to nearest whole number).

  Probability that at least one of the cd is defective

Find out the probability that at least one of the CD's is defective?

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