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Hypothesis Testing

Hypothesis Testing: buffered aspirin

A physician's health study of the effectiveness of aspirin in the reduction of heart attacks was begun in 1982 and completed in 1987. Of 11,037 male medical doctors in the United States who took one 325 mg buffered aspirin tablet every other day, 104 suffered heart attacks during the five-year period of the study. Of 11,034 male

Solve using the five step hypothesis testing.

The management at Black Angus is considering hiring 8 additional servers. Currently 12 servers are serving 4 tables each per hour. Servers make $11.25 on overtime per hour. Servers are having to work 2 hours of overtime per day 4 days a week. Would hiring 8 additional servers 4 days a week at $7.50 per hour working 6 hour sh

Quantitative Analysis - independent and dependent variables.

(Q: 12) Suppose you want to develop a model to predict assessed value based on heating area. A sample of 15 single-family houses is selected in a city. The assessed value (in thousands of dollars) and the heating area of the houses (in thousands of square feet) are recorded with the following results: House Assessed Valu

Explain the null and alternate hypotheses

Discuss the null hypothesis. How is it framed? What is the alternate hypothesis? How does it relate to the null hypothesis? Can you have possible outcomes not embraced by the null or alternate hypotheses?

Uric acid blood tests for males - statistics

Over a period of months an adult male patient has taken eight blood tests for uric acid. The mean concentration iswas x with a line over it =5.35 mg/dl. The distribution of uric acid for the health adult male can be assumed to be normal with the standard deviation of 1.85 mgdl. a. Find a 95% confidence interval for the popula

Stats - Sampling Distributions and Hypothesis Tests

1. The scores on a placement test given to college freshmen for the past five years are approximately normally distributed with a mean µ = 74 and a variance ơ ² = 8. Would you still consider ơ ² = 8 to be a valid value of the variance if a random sample of 20 students who take this placement test this year obtain

Provide 3 examples of each type of hypothesis you will run into

Item 1: One- tail (upper): Explain the problem you would test for (make up numbers) and state the hypotheses in both numeric and narrative form. Explain why this would be a upper tailed test. Do no calculations or list any formulas. Item 2: One-tail (lower) Explain the problem you would test for (make up numbers) and state th

Hypothesis Testing

For many years, TV executives used the guideline that 30 percent of the audiences were watching each of the prime-time networks and the 10 percent were watching cable stations on a weekday night. A random sample of 500 viewers in the Tampa - St. Petersburg, Florida area last Monday night showed that 165 homes were turned in to t

SAT Scores and M&M Statistics Questions

1. As reported by the College Entrance Examination Board in National College-Bound Senior, the mean verbal score on the Scholastic Assessment Test (SAT) in 1998 was 505 points out of a possible 800. A random sample of 25 verbal scores for last year yielded the following data. 421 571 427 453 390 566 435 460 575 633 4

Hypothesis testing questions - statistics

1. Ten years ago, the mean age of all juveniles held in public custody was 16.0 years, as reported by the U.S. Office of Juvenile Justice and Delinquency Prevention in Children in Custody. The ages of a random sample of juveniles currently being held in public custody are to be used to decide whether this year's mean age of all

Hypothesis Testing - Hotel Room Service

Solve using Goal Seek: The Palace Hotel believes it's customers may be waiting too long for room service. The hotel operations manager knows that the time for room service orders is normally distributed and he sampled 10 room service orders during a 3-day period and timed each ( in minutes) as follows: 23 23 15 1

Population parameters and calculates sample data

Statistics Research and Evaluations Questions. 1. A test of hypothesis is always about: a. population parameter b. sample statistic c. a test statistic 2. A critical value is the value a. calculated from sample data b. determined from a table (e.g., normal distribution table or other such table

Multiple choice: interpreting data, 2-proportion z-test, chi-squared test

1. A few years ago, a cola manufacturer invited consumers to take a blind taste test. Consumers were asked to determine which of two sodas (brand 1-the manufacturer's own soda, or brand 2 -the competitor's soda) they preferred. The manufacturer was interested in determining what factors played a role in people's taste preferen

P-Value & Test

Question 1: The Survey of Study Habits and Attitudes (SSHA) is a psychological test that measures the motivation, attitude, and study habits of college students. Scores range from 0 to 200 and follow (approximately) a normal distribution with mean 115 and standard deviation 25. You suspect that incoming freshmen have a mean u

Statistics - One Tailed Test for Small Samples Right Tailed Test

Question : The mean score on a standardized psychology test is supposed to be 50. Believing that a group of psychologists will score higher, we test a random sample of 11 psychologists. Their mean score is 45 with s=3. Test at a level of significance of 1%.

Three Statistics Multiple Choice Questions

NNIPS-II was a randomized study of 15,987 infants born alive to 43,559 women who received Vitamin A, Beta-carotene, or a placebo prior to and during pregnancy. (Investigators: Drs. Keith West, Joanne Katz, Parul Christian et al..) Infants were followed for up to 180 days after birth, until death (the event (outcome) being studie

Binomial Variable and Hypothesis Testing

Using the accompanying probability distribution, find the following values X P(x) 1 .25 2 .27 3 .05 4 .43 a) Mean b) Standard Deviation Assume that the cure rate for a certain drug is 20% and that 15 patients are tested with this drug. Find the following: a) Mean b) Standard Deviation c) P (exactl

Multiple choice questions from testing of hypothesis

Part 1 Intelligence quotients (i.e. IQ's) as measured by one intelligence test are known to be normally distributed with a standard deviation of 16. Suppose a random sample of X denote the mean IQ score achieved on the test by 20 people take this intelligence test. Let this sample of 20 people. Suppose that, instead

Hypothesis, Population Mean and Proportions

Discuss examples where you would use test of hypothesis at your personal or professional life, in your education or society for the following situations: (a) For two population means and discuss if the example would use large samples or small samples. (b) For two population proportions.

Interpretation of Statistical Tests

1. The statement that the probability of a Type I error is 0.05 means 1) alpha = 0.05 2) The probability that we are wrong in our decision of rejecting the null hypothesis is 5%. 3) All of the above 4) We decide to reject the null hypothesis at the 0.05 level of significance. 2. A gambler has developed two strateg

Which experimental design was employed? What hypothesis should the newspaper test in order to show that its claim is true? What criterion is used to assess whether the Central Limit Theorem can be applied to this problem?

1. Do motivation levels between Japanese and American managers differ? A randomly selected group of each were administered the Sarnoff Survey of Attitudes Toward Life (SSATL), which measures motivation for upward mobility. The SSATL scores are summarized below: Judging from the way the data were collected, which experimental

Linear Regression, Hypothesis Testing and Probability

1. The basic assumption in linear regression is that the relationship between variables can be approximated by linear relation. Can you think of examples of such relations that you expect to be linear relations? 2. Pick one of the feature hypothesis tests and explain it in everyday language. 3. Consider rolling a pair of d

BIOSTATISTICS FOR HEALTH SCIENTISTS

See attached file for full problem description. In a study designed to compare the efficacy of two drugs in lowering blood pressure, patients were paired according to their gender, age and disease severity. Patients within each pair were randomly allocated to one of the two drugs. Summary statistics for the decrease in blood

Logistic Regression Equation

You conduct a study on the effect of type of defense counsel on the outcome of a criminal trial. You have the information from a random sample of 20 criminal trials on the outcome of the trial (0 = acquitted, 1 = convicted) and type of defense counsel (0 = private, 1 = public defender). With these data, you run a logistic regres

Statistics for Business and Economics - SPSS software

Please try to include the following three elements for each of the question: ? Hypotheses (both null and alternative hypotheses) ? Analysis (Relevant SPSS printouts or Excel) ? Conclusion (interpretation of data) ? Do not need to outline and examine the assumptions that the chosen statistical technique makes (e.g., the distr