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Table 4 OLS estimation of soybean traffic using monthly- transformed data

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

Regressor

Model 1

Model 2

Model 3

Model 4 (Log)

Model 5 (Log)

Constant

5887857a (1536408)

4145769a (745,464.4)

4421513a (1042541)

17.15576a (3.300358)

13.42014b (5.199399)

Tollrate

− 244,005.6b (106,630.3)

− 157,160.1a (58,077.16)

−104,081.6 (88,316.8)

−0.812613a (0.229335)

− 0.681838a (0.185108)

Seasonality

790,500.4a (116,500.1)

785,348.9a (104,969.6)

592,911.9a (77,210.10)

1.079006a (0.107222)

0.538028a (0.089732)

Soybeanbasis

3284.590c (1766,172)

4530.940a (1550.152)

2777.432 (1794.398)

0.263091a (0.085413)

0.265311a (0.075072)

Gulfpnwspread

3714.292 (9480.765)

Spreadcargo

16.94435a (1.904329)

16.49192a (1.565453)

15.12522a (1.467617)

0.5220436a (0.060453)

0.402326a (0.050482)

Avgdollarindex

−53,942.85a (15,535.92)

−41,945.90a (8409.316)

−47,349.49a (12,088.5)

−2.123237a (0.741618)

−1.032270c (0.602624)

BDI

−54.30246 (40.93568)

Bunkerhouston

− 512.0802 (597.8654)

Brazileastasiamt

0.017885 (0.033225)

Observations

162

162

161

162

161

R2

0.756303

0.750016

0.632053

0.771424

0.664786

Adjusted R2

0.741874

0.742003

0.620183

0.763754

0.652983

Durbin Watson

1.021043

1.002577

1.716442

1.109859

1.688698

Akaike Info. Criterion

29.25369

29.22978

28.93424

1.524676

1.128118

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