Chap 9 notes - Lecture 17 page 1 Statistics 371-001 Sp 09...

Info icon This preview shows pages 1–5. Sign up to view the full content.

View Full Document Right Arrow Icon
Statistics 371-001, Sp 09 Lecture #172 263 Mar 09 Chapter 9. Comparison of Paired Samples Ch 7 introduced comparison of independent samples as a way to compare two treatment conditions or two populations. Uses two separate samples to obtain two sets of data. Paired samples – two sets of data are obtained from same population. “within subjects” design “repeated measures” design Uses same observational units (subjects) in the two conditions. Before and after (e.g., weight loss program) Performance under two different conditions (RT, alcohol/antihist) 2. t Test and Confidence Interval Analysis is based on differences , is the test statistic, μ d = μ 1 μ 2, what were testing. Example (note confusion for example 9.2) Example: Imagination therapy for phobia, latency, onset of anxiety t -test first: Step 1. State the hypothesis Hypothesis is about the population Mutually exclusive and exhaustive. H 0 : μ d = 0, There is no change in the latency of onset of anxiety. H A : μ d ≠ 0, There is a change in the latency of onset of anxiety. H 0 for two independent sample t test was: μ 1 = μ 2 or ( μ 1 - μ 2 ) = 0. Step 2. Set the criteria for a decision α = .01, two=tailed, df = n d – 1 = 7 – 1 = 6, df(6) .005 = 3.707 Lecture 17 page 1
Image of page 1

Info iconThis preview has intentionally blurred sections. Sign up to view the full version.

View Full Document Right Arrow Icon
Step 3: Collect data, compute sample statistics and test statistic Patient Y 1 (sec) Y 2 (sec)   d i  =y 2 - y 1 A 15 24   9 1 1 B 10 23 13 5 25 C 7 11 4 -4 16 F 18 25 7 -1 1 G 5 14 9 1 1 H 9 14 5 -3 9 I 12 21 9 1 1 Mean 10.9 18.9 Σ = 0 Σ = 5 4 Lecture 17 page 2
Image of page 2
Note mean difference , 8, is equal to difference of the means (18.910.9). Step 4. Make a decision t s > t crit ; 7.024 > 3.707 The t we obtained falls in the critical region. Reject H 0 and conclude that the imagination technique does affect the onset of anxiety . The t s = 7.024 is greater than t(6) 0.0005 = 5.959; so > 5.959 represents 0.0005 of the area under the curve. Thus, the probability of getting a t s > 7.024 if the therapy had no effect is > 0.001, two tailed. Reporting in the literature : Guided imagery therapy increases the amount of time that patients could tolerate a feared situation before feeling anxiety (by a mean difference of 8.0 seconds, SD = 3). The treatment effect was statistically significant, t(6) = 7.02, p < .01. confidence interval: 8 ± (3.707)(1.139); 8 ± 4.222; (3.777, 12.22229 The probability is .99 that the confidence interval between 3.777 and 12.222 sec contains the mean difference delay before experiencing anxiety after imagination therapy compared with before therapy. Importance of Pairing Lecture 17 page 3
Image of page 3

Info iconThis preview has intentionally blurred sections. Sign up to view the full version.

View Full Document Right Arrow Icon
The paired sample design uses each observational unit (subject) as it’s own control. This typically reduces the variability such that is smaller than either .
Image of page 4
Image of page 5
This is the end of the preview. Sign up to access the rest of the document.

{[ snackBarMessage ]}

What students are saying

  • Left Quote Icon

    As a current student on this bumpy collegiate pathway, I stumbled upon Course Hero, where I can find study resources for nearly all my courses, get online help from tutors 24/7, and even share my old projects, papers, and lecture notes with other students.

    Student Picture

    Kiran Temple University Fox School of Business ‘17, Course Hero Intern

  • Left Quote Icon

    I cannot even describe how much Course Hero helped me this summer. It’s truly become something I can always rely on and help me. In the end, I was not only able to survive summer classes, but I was able to thrive thanks to Course Hero.

    Student Picture

    Dana University of Pennsylvania ‘17, Course Hero Intern

  • Left Quote Icon

    The ability to access any university’s resources through Course Hero proved invaluable in my case. I was behind on Tulane coursework and actually used UCLA’s materials to help me move forward and get everything together on time.

    Student Picture

    Jill Tulane University ‘16, Course Hero Intern