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Copy pathHurdle_Model_ENG_2020-09-04.txt
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Hurdle_Model_ENG_2020-09-04.txt
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Hurdle Model ENG
Call:
model.avg(object = gmod_views_eng)
Component model call:
hurdle(formula = <21 unique values>, data = model_df, na.action = na.fail, dist = negbin)
Component models:
df logLik AICc delta weight
3/4/6/7/8/9/12/13/15/16/17/18 27 -938.70 1932.51 0.00 0.18
3/4/5/6/7/8/9/12/13/15/16/17/18 28 -938.49 1934.18 1.67 0.08
3/4/6/7/8/9/11/12/13/15/16/17/18 28 -938.52 1934.24 1.72 0.08
2/3/4/6/7/8/9/12/13/15/16/17/18 28 -938.61 1934.41 1.89 0.07
3/4/6/7/8/9/10/12/13/15/16/17/18 28 -938.61 1934.41 1.90 0.07
3/4/6/7/8/9/12/13/14/15/16/17/18 28 -938.70 1934.60 2.08 0.06
1/3/4/6/7/8/9/12/13/15/16/17/18 28 -938.70 1934.60 2.08 0.06
3/4/5/6/7/8/9/11/12/13/15/16/17/18 29 -938.31 1935.91 3.40 0.03
2/3/4/5/6/7/8/9/12/13/15/16/17/18 29 -938.38 1936.03 3.52 0.03
3/4/5/6/7/8/9/10/12/13/15/16/17/18 29 -938.40 1936.08 3.57 0.03
3/4/6/7/8/9/10/11/12/13/15/16/17/18 29 -938.41 1936.10 3.59 0.03
2/3/4/6/7/8/9/11/12/13/15/16/17/18 29 -938.43 1936.13 3.62 0.03
1/3/4/5/6/7/8/9/12/13/15/16/17/18 29 -938.49 1936.26 3.75 0.03
3/4/5/6/7/8/9/12/13/14/15/16/17/18 29 -938.49 1936.27 3.76 0.03
2/3/4/6/7/8/9/10/12/13/15/16/17/18 29 -938.51 1936.30 3.79 0.03
3/4/6/7/8/9/11/12/13/14/15/16/17/18 29 -938.52 1936.32 3.81 0.03
1/3/4/6/7/8/9/11/12/13/15/16/17/18 29 -938.52 1936.32 3.81 0.03
1/2/3/4/6/7/8/9/12/13/15/16/17/18 29 -938.61 1936.49 3.98 0.02
2/3/4/6/7/8/9/12/13/14/15/16/17/18 29 -938.61 1936.49 3.98 0.02
3/4/6/7/8/9/10/12/13/14/15/16/17/18 29 -938.61 1936.49 3.98 0.02
1/3/4/6/7/8/9/10/12/13/15/16/17/18 29 -938.61 1936.49 3.98 0.02
Term codes:
count_acc_50k_mod count_alt_r_mod count_area_km2_mod count_bioma count_bir_div_mod count_govern count_group
1 2 3 4 5 6 7
count_pop_50k_mod count_year_mod zero_acc_50k_mod zero_alt_r_mod zero_area_km2_mod zero_bioma zero_bir_div_mod
8 9 10 11 12 13 14
zero_govern zero_group zero_pop_50k_mod zero_year_mod
15 16 17 18
Model-averaged coefficients:
(full average)
Estimate Std. Error z value Pr(>|z|)
count_(Intercept) 0.4772427 0.8751535 0.545 0.585530
count_area_km2_mod 0.9964718 0.1922538 5.183 2.00e-07 ***
count_biomaAmazonia -2.0280254 0.6676682 3.037 0.002386 **
count_biomaCerrado -0.7867896 0.6197614 1.270 0.204261
count_biomaMarinho -1.4046166 0.6886501 2.040 0.041383 *
count_biomaMata Atlantica -2.2063767 0.6122374 3.604 0.000314 ***
count_biomaPampa -2.7153009 1.0866037 2.499 0.012458 *
count_biomaPantanal -1.0871832 1.2207464 0.891 0.373150
count_governestadual -0.9245005 0.2558574 3.613 0.000302 ***
count_governmunicipal -0.6213340 1.6128738 0.385 0.700064
count_groupUS -2.0697965 0.3389281 6.107 < 2e-16 ***
count_pop_50k_mod 0.4407692 0.1705924 2.584 0.009773 **
count_year_mod 0.4736993 0.1007770 4.700 2.60e-06 ***
count_Log(theta) -1.9971218 0.9433949 2.117 0.034264 *
zero_(Intercept) 1.0843355 0.4455828 2.434 0.014953 *
zero_area_km2_mod 0.8623099 0.1205871 7.151 < 2e-16 ***
zero_biomaAmazonia 1.4186267 0.4694496 3.022 0.002512 **
zero_biomaCerrado 0.7815297 0.4500038 1.737 0.082437 .
zero_biomaMarinho 1.9845505 0.5320455 3.730 0.000191 ***
zero_biomaMata Atlantica 1.0671430 0.4349083 2.454 0.014139 *
zero_biomaPampa 1.1125774 0.8407593 1.323 0.185735
zero_biomaPantanal 1.2080451 1.3221844 0.914 0.360888
zero_governestadual -2.8462802 0.2510502 11.337 < 2e-16 ***
zero_governmunicipal -5.8286511 0.7841740 7.433 < 2e-16 ***
zero_groupUS -3.3121628 0.2560152 12.937 < 2e-16 ***
zero_pop_50k_mod 0.4064596 0.1260934 3.223 0.001266 **
zero_year_mod 0.3280709 0.0803995 4.081 4.49e-05 ***
count_bir_div_mod -0.0188739 0.0714667 0.264 0.791708
zero_alt_r_mod -0.0169674 0.0671060 0.253 0.800388
count_alt_r_mod 0.0146254 0.0777570 0.188 0.850806
zero_acc_50k_mod 0.0111238 0.0596915 0.186 0.852167
zero_bir_div_mod 0.0002321 0.0437562 0.005 0.995769
count_acc_50k_mod 0.0002695 0.0665126 0.004 0.996767
(conditional average)
Estimate Std. Error z value Pr(>|z|)
count_(Intercept) 0.477243 0.875153 0.545 0.585530
count_area_km2_mod 0.996472 0.192254 5.183 2.00e-07 ***
count_biomaAmazonia -2.028025 0.667668 3.037 0.002386 **
count_biomaCerrado -0.786790 0.619761 1.270 0.204261
count_biomaMarinho -1.404617 0.688650 2.040 0.041383 *
count_biomaMata Atlantica -2.206377 0.612237 3.604 0.000314 ***
count_biomaPampa -2.715301 1.086604 2.499 0.012458 *
count_biomaPantanal -1.087183 1.220746 0.891 0.373150
count_governestadual -0.924500 0.255857 3.613 0.000302 ***
count_governmunicipal -0.621334 1.612874 0.385 0.700064
count_groupUS -2.069797 0.338928 6.107 < 2e-16 ***
count_pop_50k_mod 0.440769 0.170592 2.584 0.009773 **
count_year_mod 0.473699 0.100777 4.700 2.60e-06 ***
count_Log(theta) -1.997122 0.943395 2.117 0.034264 *
zero_(Intercept) 1.084335 0.445583 2.434 0.014953 *
zero_area_km2_mod 0.862310 0.120587 7.151 < 2e-16 ***
zero_biomaAmazonia 1.418627 0.469450 3.022 0.002512 **
zero_biomaCerrado 0.781530 0.450004 1.737 0.082437 .
zero_biomaMarinho 1.984550 0.532045 3.730 0.000191 ***
zero_biomaMata Atlantica 1.067143 0.434908 2.454 0.014139 *
zero_biomaPampa 1.112577 0.840759 1.323 0.185735
zero_biomaPantanal 1.208045 1.322184 0.914 0.360888
zero_governestadual -2.846280 0.251050 11.337 < 2e-16 ***
zero_governmunicipal -5.828651 0.784174 7.433 < 2e-16 ***
zero_groupUS -3.312163 0.256015 12.937 < 2e-16 ***
zero_pop_50k_mod 0.406460 0.126093 3.223 0.001266 **
zero_year_mod 0.328071 0.080399 4.081 4.49e-05 ***
count_bir_div_mod -0.082074 0.130472 0.629 0.529316
zero_alt_r_mod -0.075566 0.125010 0.604 0.545526
count_alt_r_mod 0.069993 0.158304 0.442 0.658383
zero_acc_50k_mod 0.053344 0.121797 0.438 0.661405
zero_bir_div_mod 0.001373 0.106430 0.013 0.989707
count_acc_50k_mod 0.001594 0.161752 0.010 0.992137
---
Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1