Question

In: Statistics and Probability

C D 211 211 125 121 179 185 225 222 161 157 170 174 191 184...

C D
211 211
125 121
179 185
225 222
161 157
170 174
191 184
195 194
135 133
162 165

You are measuring weight loss using the same set of people at different times C and D. You want to know whether there is any difference in the weight between the start of the diet and the end of the diet. Column C gives the weight at the beginning of diet time. Column D gives the weight for the SAME person at the end of the diet time. Since there is data for the same person at different times, we will test whether µ(C-D) <= 0 or µ(C-D) > 0 (meaning the diet did cause weight loss) since we have correlated data (matched pairs).

Use Summary 5b, Table 2, Column 1

Make a new series of data samples by letting E = C – D. List your new series of 10 numbers

  1. What is the null hypothesis H0 ?
  2. What is the alternative hypothesis Ha ?
  3. What type of tail test are we going to use? (left tail, right tail, two tail)
  4. What is the mean xbar of this new sample?
  5. What is the standard deviation of the sample s?
  6. What is the size of the sample n?
  7. How many degrees of freedom does this data set have?
  8. What is the t-statistic for this sample?
  9. Use the t-distribution calculator to compute a p-value. Show a screen shot of your answer.
  10. Based on this value of p and using a 90% confidence level, is there a systematic difference in the weight changes between the start and stop time of the diet? Should we accept or reject the null hypothesis?

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