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Table 5 OLS estimation of soybean traffic using quarterly transformed data

From: Estimating a global demand model for soybean traffic through the Panama Canal

Regressor

Model 6

Model 7

Model 8

Model 9 (Log)

Constant

17983789b (7572870)

15202192a (4814693)

12766553a (3524515)

21.77896a (4.184258)

Tollrate

− 1105391c (570,887.2)

− 635,635.7b (267,959.6)

− 634,014.3b (266,712.5)

−0.949883a (0.297389)

Seasonality

2279460a (623,069.1)

2028561a (541,910.7)

2077809a (535,395.0)

0.950451a (0.157824)

Soybeanbasis

14,352..84 (9408.789)

13,845.97c (8304.076)

16,187.68b (7653.380)

0.209609b (0.103671)

Gulfpnwspread

− 579.4334 (47,503.24)

−20,799.43 (27,859.90)

Spreadcargo

21.64362a (4.223979)

19.32899a (3.236470)

19.22035a (3.218255)

0.569266a (0.105328)

Avgdollarindex

−1,163,632.9b (75,575.55)

−146,217.8a (47,444.46)

−126,204.0a 38,964.06

−3.047208a (0.987651)

BDI

−87.24312 (204.7646)

Bunkerhouston

− 918.1969 (2892.458)

Brazileastasiamt

0.067153 (0.072270)

Observations

54

54

54

54

R2

0.822814

0.817850

0.815690

0.869169

Adjusted R2

0.786572

0.794596

0.796491

0.855541

Durbin Watson

1.922334

2.012731

2.029547

1.555168

Akaike Info. Criterion

31.24291

31.15943

31.13418

0.930419

  1. Standard errors in parenthesis. a at 1% significance level, b at 5% significance level, c at 10% significance level