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If a new firm is entering the industry and they are hoping to pay taxes at or less than the lowest 15% of firms (i.e.,

If a new firm is entering the industry and they are hoping to pay taxes at or less than the lowest 15% of firms (i.e., firms paying the least), at what value would expect their EPA tax fee to be? What would expected tax rate be for firms in the top quartile?

factory id EPA Sanction (1 = yes) Number of Warnings Emissions Tax Paid (in thousands of dollars)
1 1.00 8.00 134.00
2 0.00 5.00 51.00
3 0.00 8.00 94.00
4 1.00 8.00 85.00
5 0.00 6.00 29.00
6 0.00 8.00 104.00
7 1.00 8.00 96.00
8 0.00 1.00 85.00
9 1.00 8.00 156.00
10 1.00 5.00 83.00
11 0.00 4.00 76.00
12 1.00 8.00 15.00
13 1.00 7.00 110.00
14 0.00 1.00 49.00
15 0.00 1.00 68.00
16 0.00 8.00 85.00
17 0.00 3.00 120.00
18 0.00 4.00 10.00
19 0.00 0.00 30.00
20 0.00 0.00 132.00
21 1.00 4.00 60.00
22 0.00 1.00 15.00
23 0.00 2.00 50.00
24 1.00 4.00 90.00
25 0.00 1.00 108.00
26 0.00 1.00 94.00
27 0.00 1.00 70.00
28 1.00 8.00 76.00
29 1.00 6.00 99.00
30 0.00 5.00 77.00
31 1.00 8.00 36.00
32 1.00 8.00 119.00
33 0.00 0.00 100.00
34 0.00 1.00 48.00
35 1.00 6.00 39.00
36 1.00 3.00 10.00
37 0.00 1.00 51.00
38 0.00 1.00 62.00
39 0.00 2.00 40.00
40 1.00 7.00 101.00
41 1.00 8.00 45.00
42 1.00 5.00 104.00
43 0.00 4.00 25.00
44 1.00 8.00 15.00
45 1.00 7.00 113.00
46 0.00 0.00 36.00
47 0.00 1.00 62.00
48 0.00 8.00 118.00
49 0.00 3.00 141.00
50 0.00 4.00 103.00
51 0.00 0.00 77.00
52 0.00 0.00 50.00
53 1.00 4.00 100.00
54 0.00 1.00 120.00
55 0.00 1.00 16.00
56 1.00 4.00 80.00
57 0.00 1.00 10.00
58 0.00 0.00 41.00
59 0.00 0.00 118.00
60 1.00 8.00 38.00
61 1.00 6.00 102.00
62 0.00 5.00 26.00
63 1.00 8.00 19.00
64 1.00 8.00 25.00

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