cross (a) Perform a hypothesis test to assess whether or not energy capacity in watt hours differs acro battery configuration to an a= 0.05 level. (b) Assess the assumptions of your hypothesis test in a). (c) Perform a post-hoc test if appropriate and identify significant differences. If not appropriate, explain why. (d) Add additiev to your model in a and assess if difference in energy capacities exist across battery, additive, and if they interact. (e) Construct a plot that shows the main effects and any interaction effect from d. (f) Construct a model to predict maximum temperature of the battery during discharge (in K) as function of energy capacity. Write the equation that relates these two variables generated by your model estimate. (g) Perform an interpret a model utility test for your model in y. How much variability in maximum temperature does energy capacity explain. (h) Produce a plot of your model in f.

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By using r - studio please code the following parts a-h
(a) Perform a hypothesis test to assess whether or not energy capacity in watt hours differs across
battery configuration to an a = 0.05 level.
(b) Assess the assumptions of your hypothesis test in a).
(c) Perform a post-hoc test if appropriate and identify significant differences. If not appropriate,
explain why.
(d) Add additiev to your model in a and assess if difference in energy capacities exist across battery,
additive, and if they interact.
(e) Construct a plot that shows the main effects and any interaction effect from d.
(f) Construct a model to predict maximum temperature of the battery during discharge (in K) as
function of energy capacity. Write the equation that relates these two variables generated by your
model estimate.
(g) Perform an interpret a model utility test for your model in y. How much variability in maximum
temperature does energy capacity explain.
(h) Produce a plot of your model in f.
Transcribed Image Text:(a) Perform a hypothesis test to assess whether or not energy capacity in watt hours differs across battery configuration to an a = 0.05 level. (b) Assess the assumptions of your hypothesis test in a). (c) Perform a post-hoc test if appropriate and identify significant differences. If not appropriate, explain why. (d) Add additiev to your model in a and assess if difference in energy capacities exist across battery, additive, and if they interact. (e) Construct a plot that shows the main effects and any interaction effect from d. (f) Construct a model to predict maximum temperature of the battery during discharge (in K) as function of energy capacity. Write the equation that relates these two variables generated by your model estimate. (g) Perform an interpret a model utility test for your model in y. How much variability in maximum temperature does energy capacity explain. (h) Produce a plot of your model in f.
test wattHour additive
1
2
3
4
5
6
7
8
9
6.12
9.13
12.16
0.92
10.07
8.18
8.69
4.54
0.1
10 3.02
11 6.48
12 3.67
13
5.71
14 11.64
15 5.88
16 0.78
17
18
19
9.25
10.04
9.87
20 10.07
21 3.82
22 3.3
23 5.03
24 2.13
25 8.03
26 11.56
27 11.57
28 13.99
29 10.58
30
7.19
31 8.1
32 8.28
33 10.49
34 4.21
35 7.19
A
A
A
A
A
A
A
A
A
A
A
A
В
B
B
В
В
В
В
В
В
В
B
B
с с
с
C
JUUU
C
с
с
с
с
с
C
с
batteryID maxTemp
313.58
360.45
337.49
1
2
3
4
1
2
3
4
1
2
3
4
1
2
3
4
1
2
3
4
1
2
3
4
1
2
3
4
1
2
3
4
1
2
3
329.38
344.26
336.87
340.7
321.62
347.38
373.45
382.87
354.98
339.01
316.77
344.84
343.78
350.37
357.75
317.02
359.85
352.29
367
315.72
339.76
351.89
323.1
348.49
335.95
340.5
348.29
322.89
357.81
344.43
328.13
319.92
Transcribed Image Text:test wattHour additive 1 2 3 4 5 6 7 8 9 6.12 9.13 12.16 0.92 10.07 8.18 8.69 4.54 0.1 10 3.02 11 6.48 12 3.67 13 5.71 14 11.64 15 5.88 16 0.78 17 18 19 9.25 10.04 9.87 20 10.07 21 3.82 22 3.3 23 5.03 24 2.13 25 8.03 26 11.56 27 11.57 28 13.99 29 10.58 30 7.19 31 8.1 32 8.28 33 10.49 34 4.21 35 7.19 A A A A A A A A A A A A В B B В В В В В В В B B с с с C JUUU C с с с с с C с batteryID maxTemp 313.58 360.45 337.49 1 2 3 4 1 2 3 4 1 2 3 4 1 2 3 4 1 2 3 4 1 2 3 4 1 2 3 4 1 2 3 4 1 2 3 329.38 344.26 336.87 340.7 321.62 347.38 373.45 382.87 354.98 339.01 316.77 344.84 343.78 350.37 357.75 317.02 359.85 352.29 367 315.72 339.76 351.89 323.1 348.49 335.95 340.5 348.29 322.89 357.81 344.43 328.13 319.92
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