Statistics question

Problems:

  1. (2.5 points) An article in Industrial Quality Control (1956, pp. 5-8) describes an experiment to investigate the effect of the type of glass and the type of phosphor on the brightness of a television tube. The response variable is the current necessary (in microamps) to obtain a specified brightness level. The data are as follows:

Phosphor Type

Glass Type

1

2

3

280

300

290

1

290

310

285

285

295

290

230

260

220

2

235

240

225

240

235

230

  1. Is there any indication that either factor influences brightness? Show your ANOVA table. Use α = 0.05.

  2. Do the two factors interact? Use α = 0.05.

  3. Analyze the residuals from this experiment. Show the residual plots.

  4. (2.5 points) A study investigated the effects of cyclic loading and environmental conditions on fatigue crack growth at a constant 22 MPa stress for a particular material.  The data from this experiment are shown below (the response is crack growth rate).

Frequency

Environment

Air

H2O

Salt H2O

10

2.29

2.06

1.90

2.47

2.05

1.93

2.48

2.23

1.75

2.12

2.03

2.06

1

2.65

3.20

3.10

2.68

3.18

3.24

DETAILED ASSIGNMENT

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