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# model_parameters.fixest_multi
Code
print(model_parameters(mod))
Output
# Petal.Width ~ x
Parameter | Coefficient | SE | 95% CI | t(2) | p
-------------------------------------------------------------
x | 0.02 | 0.02 | [-0.06, 0.09] | 0.91 | 0.459
# Sepal.Width ~ x
Parameter | Coefficient | SE | 95% CI | t(2) | p
-------------------------------------------------------------
x | 0.05 | 0.06 | [-0.22, 0.31] | 0.74 | 0.534
# Petal.Width ~ x + Petal.Length
Parameter | Coefficient | SE | 95% CI | t(2) | p
----------------------------------------------------------------
x | 0.01 | 0.02 | [-0.07, 0.10] | 0.73 | 0.541
Petal.Length | 0.23 | 0.07 | [-0.07, 0.53] | 3.34 | 0.079
# Sepal.Width ~ x + Petal.Length
Parameter | Coefficient | SE | 95% CI | t(2) | p
----------------------------------------------------------------
x | 0.04 | 0.06 | [-0.22, 0.31] | 0.71 | 0.553
Petal.Length | 0.30 | 0.06 | [ 0.05, 0.54] | 5.15 | 0.036
# Petal.Width ~ x + Petal.Length + Sepal.Length
Parameter | Coefficient | SE | 95% CI | t(2) | p
-----------------------------------------------------------------
x | 0.01 | 0.02 | [-0.07, 0.10] | 0.74 | 0.539
Petal.Length | 0.23 | 0.08 | [-0.11, 0.58] | 2.93 | 0.099
Sepal.Length | -4.24e-03 | 0.03 | [-0.14, 0.13] | -0.13 | 0.906
# Sepal.Width ~ x + Petal.Length + Sepal.Length
Parameter | Coefficient | SE | 95% CI | t(2) | p
-----------------------------------------------------------------
x | 0.03 | 0.04 | [-0.15, 0.22] | 0.81 | 0.502
Petal.Length | -0.04 | 0.19 | [-0.85, 0.78] | -0.20 | 0.858
Sepal.Length | 0.37 | 0.20 | [-0.49, 1.23] | 1.86 | 0.205
Message
Uncertainty intervals (equal-tailed) and p-values (two-tailed) computed
using a Wald t-distribution approximation.
---
Code
print(ci(mod))
Output
Parameter CI CI_low CI_high Response
1 x 0.95 -0.06044147 0.09280643 Petal.Width
2 x 0.95 -0.06835071 0.09635073 Petal.Width
3 Petal.Length 0.95 -0.06642354 0.52593096 Petal.Width
4 x 0.95 -0.06835856 0.09655518 Petal.Width
5 Petal.Length 0.95 -0.10895767 0.57612928 Petal.Width
6 Sepal.Length 0.95 -0.14108092 0.13259825 Petal.Width
7 x 0.95 -0.22113283 0.31370225 Sepal.Width
8 x 0.95 -0.22124463 0.30818414 Sepal.Width
9 Petal.Length 0.95 0.04898068 0.54369328 Sepal.Width
10 x 0.95 -0.14997065 0.21974036 Sepal.Width
11 Petal.Length 0.95 -0.85203579 0.77537142 Sepal.Width
12 Sepal.Length 0.95 -0.48871075 1.22952907 Sepal.Width
Group
1 x
2 x + Petal.Length
3 x + Petal.Length
4 x + Petal.Length + Sepal.Length
5 x + Petal.Length + Sepal.Length
6 x + Petal.Length + Sepal.Length
7 x
8 x + Petal.Length
9 x + Petal.Length
10 x + Petal.Length + Sepal.Length
11 x + Petal.Length + Sepal.Length
12 x + Petal.Length + Sepal.Length
---
Code
print(model_parameters(mod))
Output
# Petal.Width response
Parameter | Coefficient | SE | 95% CI | t(2) | p
----------------------------------------------------------------
x | 0.01 | 0.02 | [-0.07, 0.10] | 0.73 | 0.541
Petal Length | 0.23 | 0.07 | [-0.07, 0.53] | 3.34 | 0.079
# Sepal.Width response
Parameter | Coefficient | SE | 95% CI | t(2) | p
----------------------------------------------------------------
x | 0.04 | 0.06 | [-0.22, 0.31] | 0.71 | 0.553
Petal Length | 0.30 | 0.06 | [ 0.05, 0.54] | 5.15 | 0.036
Message
Uncertainty intervals (equal-tailed) and p-values (two-tailed) computed
using a Wald t-distribution approximation.
---
Code
print(ci(mod))
Output
Parameter CI CI_low CI_high Response
1 x 0.95 -0.06835071 0.09635073 Petal.Width
2 Petal.Length 0.95 -0.06642354 0.52593096 Petal.Width
3 x 0.95 -0.22124463 0.30818414 Sepal.Width
4 Petal.Length 0.95 0.04898068 0.54369328 Sepal.Width
---
Code
print(model_parameters(mod))
Output
# x
Parameter | Coefficient | SE | 95% CI | t(2) | p
-------------------------------------------------------------
x | 0.02 | 0.02 | [-0.06, 0.09] | 0.91 | 0.459
# x + Petal.Length
Parameter | Coefficient | SE | 95% CI | t(2) | p
----------------------------------------------------------------
x | 0.01 | 0.02 | [-0.07, 0.10] | 0.73 | 0.541
Petal.Length | 0.23 | 0.07 | [-0.07, 0.53] | 3.34 | 0.079
# x + Petal.Length + Sepal.Length
Parameter | Coefficient | SE | 95% CI | t(2) | p
-----------------------------------------------------------------
x | 0.01 | 0.02 | [-0.07, 0.10] | 0.74 | 0.539
Petal.Length | 0.23 | 0.08 | [-0.11, 0.58] | 2.93 | 0.099
Sepal.Length | -4.24e-03 | 0.03 | [-0.14, 0.13] | -0.13 | 0.906
Message
Uncertainty intervals (equal-tailed) and p-values (two-tailed) computed
using a Wald t-distribution approximation.
---
Code
print(ci(mod))
Output
Parameter CI CI_low CI_high Group
1 x 0.95 -0.06044147 0.09280643 x
2 x 0.95 -0.06835071 0.09635073 x + Petal.Length
3 Petal.Length 0.95 -0.06642354 0.52593096 x + Petal.Length
4 x 0.95 -0.06835856 0.09655518 x + Petal.Length + Sepal.Length
5 Petal.Length 0.95 -0.10895767 0.57612928 x + Petal.Length + Sepal.Length
6 Sepal.Length 0.95 -0.14108092 0.13259825 x + Petal.Length + Sepal.Length
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