Question

In: Statistics and Probability

Using the information from the following scenario, conduct a one-way ANOVA and specify the LSD post...

Using the information from the following scenario, conduct a one-way ANOVA and specify the LSD post hoc test.

Scenario

The superintendent is continuing to examine the data that has been reported for the district. Another question concerned the differences in performance on high stakes tests. To examine this issue, the superintendent obtained the average scale scores for schools that participated in the high stakes testing for the district and two comparison districts. The following scores were collected:

Superintendent’s District

Comparison District 1

Comparison District 2

332

324

301

317

307

317

320

277

297

344

333

303

314

300

320

330

302

309

291

320

278

302

291

299

286

296

290

318

327

311

320

304

314

327

277

297

283

284

264

322

276

270

Questions

  1. What is the mean scale score for each district?

Superintendent’s District=314.71

Comparison District 1=301.29

Comparison 2=297.86

  1. What is the standard deviation of the scale scores for each district?
  2. State an appropriate null hypothesis for this analysis.
  3. What is the observed or computed value of F?
  4. What are the reported degrees of freedom for the Between Groups variance?
  5. What are the reported degrees of freedom for the Within Groups variance?
  6. What is the reported level of significance?
  7. Based on the results of the one-way ANOVA, would you accept or reject the null hypothesis?
  8. Based on the results of the LSD post hoc test, identify which districts are significantly different.
  9. Present the results as they might appear in an article. This must include a table and narrative statement that reports the results of the one-way ANOVA and LSD post hoc test.

Note: The table must be created using your word processing program. Tables that are copied and pasted from SPSS are not acceptable.

Solutions

Expert Solution

1.standard deviations od scale scores for each district

standard deviation of superintendent district

=4298.02

σ =

= 17.52

standard deviation of comparison district 1

=4826.80

=

=18.56

standard deviation of comparison district 2

= 3831.58

=

=16.54

2. Null hypothesis for this analysis

H0 : There is no difference in performance on high stakes tests amng the districts

alternative hypothesis ( H1) :  There is difference in performance on high stakes tests amng the districts.

Source of variation

Sum of squares

Degrees of freedom

Mean sum of squares

F statistic

Between sum squares

Within sum of squares

2220.32

12956.4

3-1=2

42-3=39

2220.32/2

=1110.16

12956.4/39

=332.21

1110.16/332.21

=3.32

within sum of squares =

where i = 1,2, 3

3. the observed or computed value of F

Fcal = 3.34

4.the reported degrees of freedom for the Between Groups variance

K-1

where k is number of conditions in the our case ( number of districts ) =3

3-1 =2

degrees of freedom for the Between Groups variance is 2

5. .the reported degrees of freedom for the within Groups variance

N-K = 42-3 = 39

where N is total number of obersevations

6 . level of significan is 0.5


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