Code
print(overview(m_gam))
Output
Generalized Additive Model with 4 terms
term type k edf statistic p.value
<chr> <chr> <dbl> <dbl> <dbl> <chr>
1 s(x0) TPRS 9 4.23 16.1 < 0.001
2 s(x1) TPRS 9 3.50 169. < 0.001
3 s(x2) TPRS 9 8.61 201. < 0.001
4 s(x3) TPRS 9 1.00 0.599 0.43875
Code
print(overview(m_gam, stars = TRUE))
Output
Generalized Additive Model with 4 terms
term type k edf statistic p.value stars
<chr> <chr> <dbl> <dbl> <dbl> <chr> <noquote>
1 s(x0) TPRS 9 4.23 16.1 < 0.001 ***
2 s(x1) TPRS 9 3.50 169. < 0.001 ***
3 s(x2) TPRS 9 8.61 201. < 0.001 ***
4 s(x3) TPRS 9 1.00 0.599 0.43875
# 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
Code
print(overview(m_gamm))
Output
Generalized Additive Mixed Model with 4 terms
term type k edf statistic p.value
<chr> <chr> <dbl> <dbl> <dbl> <chr>
1 s(x0) TPRS 9 4.23 19.4 <0.001
2 s(x1) TPRS 9 3.50 209. <0.001
3 s(x2) TPRS 9 8.61 209. <0.001
4 s(x3) TPRS 9 1.00 0.604 0.4373
Code
print(overview(m_gamm, stars = TRUE))
Output
Generalized Additive Mixed Model with 4 terms
term type k edf statistic p.value
<chr> <chr> <dbl> <dbl> <dbl> <chr>
1 s(x0) TPRS 9 4.23 19.4 <0.001
2 s(x1) TPRS 9 3.50 209. <0.001
3 s(x2) TPRS 9 8.61 209. <0.001
4 s(x3) TPRS 9 1.00 0.604 0.4373
Code
print(overview(m_bam))
Output
Big Additive Model with 4 terms
term type k edf statistic p.value
<chr> <chr> <dbl> <dbl> <dbl> <chr>
1 s(x0) TPRS 9 4.23 16.1 < 0.001
2 s(x1) TPRS 9 3.50 169. < 0.001
3 s(x2) TPRS 9 8.61 201. < 0.001
4 s(x3) TPRS 9 1.00 0.604 0.43732
Code
print(overview(m_bam, stars = TRUE))
Output
Big Additive Model with 4 terms
term type k edf statistic p.value stars
<chr> <chr> <dbl> <dbl> <dbl> <chr> <noquote>
1 s(x0) TPRS 9 4.23 16.1 < 0.001 ***
2 s(x1) TPRS 9 3.50 169. < 0.001 ***
3 s(x2) TPRS 9 8.61 201. < 0.001 ***
4 s(x3) TPRS 9 1.00 0.604 0.43732
# 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
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