## Wilcoxon Test

Hi,

This assignment requires an expert in SPSS and quantitative methodologies.

-Please refer to the PDF file :(Assignment #2A – Hands-on Practice) and answer the Question: Is the empirical analysis (interpretation) correct? Were the data analysis techniques appropriate? Please justify your answers.
-The instructor provided a paper that he stated includes the answer to his question. Please refer to the PDF file (Assignment #2A – Paper).
-I was able to find the original article that has the analysis of the question. Please check the PDF file (Directional distance function DEA estimators for evaluating efficiency gains from possible mergers and acquisitions). I think the answer to the question is also there.
-I also uploaded the class notes that include the test used in this question (Wilcoxon test). Please refer to the PDF file (Wilcoxon).
1) In the dataset (excel sheets) we have two “Related samples” for each year (2014,2015,

## Stats

12. Determine the probability of the given complementary event. What is the probability of randomly selecting a day of the week and not getting a day that begins with the letter t?
The probability is____.(Type an integer or a simplified fraction.)

13. Use the theoretical method to determine the probability of the given outcome or event.
A bag contains 20 red candies, 5 blue candies, and 10 yellow candies. What is the probability of drawing a red candy? A blue candy? A yellow candy? Something besides a yellow candy?
The probability of drawing a red candy is_______ (Round to the nearest hundredth as needed.)
The probability of drawing a blue candy is______ (Round to the nearest hundredth as needed.)
The probability of drawing a yellow candy is_____ (Round to the nearest hundredth as needed.)
The probability of drawing something besides a yellow candy is____(Do not round until the final answer. Then round to the nearest hundredth as needed.)

16. A multi-state lottery advertises the prizes and probabilities of winning shown in the accompanying table for a single \$1ticket. The jackpot is variable, but assume it has an average of \$3 million. Note that the same prize can be given to two outcomes with different probabilities. What is the expected value of a single lottery ticket? If you spend \$365 per year on the lottery, how much can you expect to win or lose?
Use the icon to view the lottery prizes and probabilities table.
Prize Probability
Jackpot 1 in 73,093,170
\$150,000 1in 2,412,253
\$5,000 1 in 365,393
\$150 1 in 9,753
\$100 1 in 7,574
\$5 1 in 255
\$5 1 in 548
\$2 1 in 91
\$1 1 in 56
Part 1What is the expected value of a single lottery ticket?______ dollars (Round to the nearest cent as needed.)Part 2If you spend \$365 per year on the lottery, how much can you expect to win? ______ dollars (Round to the nearest cent as needed.)17. In the game of roulette, when a player gives the casino \$13 for a bet on the number 18, the player has a 37/38 probability of losing \$13 and a 1/38 probability of making a net gain of \$455. (The prize is \$468, but the player’s\$13 bet is not returned, so the net gain is \$455.) If a player bets \$13 that the outcome is an odd number, the probability of losing \$13 is 20/38 and the probability of making a net gain of \$13 is 18/38. (If a player bets \$13 on an odd number and wins, the player is given \$26 that includes the bet, so the net gain is \$13.) Complete parts(a) through(c) below a. If a player bets \$ 13 on the number 18, what is the player’s expected value? The expected value is_____ dollars. (Round to the nearest cent as needed.)b. If a player bets 3\$that the outcome is an odd number, what is the player’s expected value? The expected value is negative _____ dollars.(Round to the nearest cent as needed.)
c. Is the best option to bet on 25, to bet on odd, or not to bet? Why? A. Betting on 25 is best because it has the highest potential net gain. B. Not betting is best because it has the highest expected value. C. Betting on odd is best because it has the highest expected value. D. Betting on odd and not betting are equally good because their expected values are higher than the expected value of betting on. 18. An MP3 player is loaded with 50 musical selections: 30rock selections, 8 jazz selections, and 12 blues selections. The player is set on “random play,” so selections are played randomly and can be repeated. Complete a through e.
a. What is the probability of the event that the first four selections are all jazz? The probability is______. (Round to four decimal places as needed.)
b. What is the probability of the event that the first five selections are all blues? The probability is_______. (Round to five decimal places as needed.)
c. What is the probability of the event that the first selection is jazz and the second is rock? The probability is _______. (Round to three decimal places as needed.)
d. What is the probability of the event that among the first four selections, none is rock? The probability is ______. (Round to four decimal places as needed.)
e. What is the probability of the event that the second selection is the same song as the first? The probability is ________. (Round to four decimal places as needed.)

19. The data in the following table show the outcomes of guilty and not-guilty pleas in 1,015 criminal court cases. What is the probability that a randomly selected defendant either pled guilty or was sent to prison?
Guilty plea Not-guilty plea
Sent to prison 378 52
Not sent to prison 566 19
The probability that a randomly selected defendant either pled guilty or was sent to prison is_____. (Round to the nearest thousandth as needed.)

20. The following table summarizes data on 984 pedestrian deaths that were caused by accidents. If one of the pedestrian deaths is randomly selected, find the probability that the pedestrian was intoxicated or the driver was intoxicated. Pedestrian intoxicated?
Yes No
Driver intoxicated? Yes 65 83
No 261 575
If one of the pedestrian deaths is randomly selected, the probability that the pedestrian was intoxicated or the driver was intoxicated is_______.(Round to the nearest thousandth as needed.)

## Hypothesis determination

In an APA formatted Word document complete the following:

Use the attached data set for our company to address the following.

Task assignments to employees are supposed to be done at random. On a certain day, all the best jobs, in order of desirability, were given to the men. Is there evidence of sex discrimination? Discuss this also in the context of a continuing, daily operation. What would happen if you tested the randomness hypothesis everyday?

## Chi-Square Data Analysis

Chi-Square Data Analysis

Prior to beginning work on this assignment, review Chapter 10 in your course textbook, pages 109 to 120 in Chapter 7 of the Jarman e-book, and the Week 2 Instructor Guidance. Also, review The Chi-Square Test: Often Used and More Often Misinterpreted and The Chi-Square Test of Independence articles Also, review the Two-Way Tables, Chi-Square: Lecture 11, Chi-Square Tests: Crash Course Statistics #29 (Links to an external site.), and Chi-Square Test for Association (Independence) | AP Statistics | Khan Academy (Links to an external site.) videos; and review the How to Chi-Square Test (Links to an external site.) and How to Interpret Chi-Squared (Links to an external site.) web articles. Also, complete the Week 2 learning activity and Week 2 weekly review.

.For the calculations in this assignment, you may use either Excel or the free VassarStats: Website for Statistical Computation (Links to an external site.) program online. Instructions for performing a chi-square test of independence in Excel are included in Section 10.4 of the textbook, accompanied by a screencast demonstrating the process in the electronic version. For this test, you may prefer VassarStats (Links to an external site.) because it is more automated than Excel. You also have the option of calculating the chi-square manually but if you choose this option, you must show your work and explain all of the steps taken to solve for the chi-square value and to determine statistical significance.

In your paper, begin with a paragraph introducing the scenario and explaining why a chi-square test is needed for the situation. Then, address the following:

Identify which chi-square test you used and which program or procedure you used for the analysis.
Describe the procedure you used to calculate the chi-square.
If using VassarStats (Links to an external site.), copy and paste the data entry area and output into your paper. If using Excel, submit the Excel spreadsheet separately and mention in your paper that the spreadsheet is attached. If using hand calculations, include a table showing the observed and expected frequencies, along with the row and column totals and chi-square calculations.
Report the chi-square value, degrees of freedom, and the p
Explain how you determined the p Is the result statistically significant?
If the test is a chi-square test of independence with a statistically significant result, report the effect size using Cramér’s V.
Explain the meaning of the results in terms of the scenario.
Discuss any assumptions, limitations, and implications associated with the situation and analysis.
Summarize the main points of the paper in a concluding paragraph.
The Chi-Square Data Analysis paper

Must be two to three double-spaced pages in length (not including title and references pages) and formatted according to APA Style as outlined in the Writing Center’s APA Style (Links to an external site.) resource.
Must include a separate title page with the following:
Title of paper
Student’s name
Course name and number
Instructor’s name
Date submitted

## Biostatistics for BSN in Nursing degree

Requirements:
This class is on Biostatistics on the topic of Testing confidence (confidence intervals; probability -p-Values) The assignment is to compare and provide rationale of the two articles. To be precise -Compare statistics provided in these 2 articles and provide confidence level in the following conclusion (s):
– Only review what you need (Results, Analysis sections, etc) to support your response
– Please provide in APA format and a reference in APA
Articles are attached. Final document is needed by
Friday, February 3rd at 11:30am.

## Week 3 assignment

Labs are to be completed on the MyStatLab system by the deadline but may be revised throughout the course. Each assignment contains 12 to 34 multiple-choice and short-answer questions, and there is no time limit.

## Course Project- Phase 3

Module 03 Content

In this module you will begin working on Phase 3 of your course project. Using the same data set and variables for your selected topic, add the following information to your analysis:

Discuss the process for hypothesis testing.
Discuss the 8 steps of hypothesis testing?
When performing the 8 steps for hypothesis testing, which method do you prefer; P-Value method or Critical Value method? Why?
Perform the hypothesis test.
If you selected Option 1:
Original Claim: The average salary for all jobs in Minnesota is less than \$65,000.
Test the claim using α = 0.05 and assume your data is normally distributed and σ, the population standard deviation, is unknown.
If you selected Option 2:
Original Claim: The average age of all patients admitted to the hospital with infectious diseases is less than 65 years of age.
Test the claim using α = 0.05 and assume your data is normally distributed and σ, the population standard deviation, is unknown.
Write the null and alternative hypothesis symbolically and identify which hypothesis is the claim.
Is the test two-tailed, left-tailed, or right-tailed? Explain.
Which test statistic will you use for your hypothesis test; z-test or t-test? Explain.
What is the value of the test-statistic? What is the P-value?
What is the critical value?
What is your decision; reject the null or do not reject the null?
Explain why you made your decision including the results for your p-value method or the critical value method.
State the final conclusion in non-technical terms.

Please show your work for the construction of the test-statistic and explain your process for finding the p-value and critical value. Be sure to use the Equation Editor to format your equations.

This assignment should be formatted using APA guidelines and a minimum of 2 pages in length.

## Optimization Using Healthcare Examples

In what other ways might optimization be used to maximize healthcare delivery? What types of processes and workflows are best served by optimization in health services organizations?

Optimization is a vital prescriiptive analytic technique that healthcare administrators can use to help address challenges in effective and efficient healthcare delivery. Health decision makers may seek to find optimal solutions for a particular objective given various constraints. For example, optimization is often used for generating nursing staff schedules to ensure appropriate staff coverage with varying patient inflows.

For this Assignment, you will be using optimization techniques to evaluate two separate medical problems, one involving mechanical heart valves and another involving a pharmaceutical company. Review the resources for this week, and examine the different optimization techniques that can be used for this Assignment.

Complete Problem 36 on page 657 (mechanical heart valves) and Problem 42 on page 659 (pharmaceutical company) of your course text.
Create a embedded Excel analysis as a Microsoft Word management report.

Albright, S. C.,