could you help giving me explanations on this problem ? Thank you .

Except part (d)

Pleas use R/Rstudio !!!!

An article in the AC! Materials Journal (Vol. 34, 1987, pp. 213216) describes several experiments investi- gating the rodding of concrete to remove entrapped air. A 3-inch X 6-inch cylinder was used, and the number of times this rod was used is the design variable. The resulting compressive strength of the concrete specimen is the response. The data are shown in the following table: Rodding Level Compressive Strength 10 1530 1530 1440 15 1610 1650 1500 20 1560 1730 1530 25 1500 1490 15 10 (a) Is there any difference in compressive strength due to the rodding level? Use a = 0.05. (b) Find the P-value for the F statistic in part (a). (c) Analyze the residuals from this experiment. What con- clusions can you draw about the underlying model assumptions? (d) Construct a graphical display to compare the treatment means as described in Section 3.5.3