Code
estimate
Output
Analysis of raw data:
-- es_meta --
effect_label effect_size LL UL SE k diamond_ratio
x.flip My effect 0.531961 0.2211897 0.8427323 0.1585597 8 1.598972
diamond_ratio_LL diamond_ratio_UL I2 I2_LL I2_UL PI_LL
x.flip 1 2.813104 53.89929 0 85.64031 -0.1620683
PI_UL p width FE_effect_size RE_effect_size FE_CI_width
x.flip 1.22599 0.000793773 0.6215426 0.3736769 0.531961 0.3887139
RE_CI_width
x.flip 0.6215426
-- es_heterogeneity --
effect_label moderator_variable_name moderator_level measure
1 My effect My moderator Overall Diamond Ratio
H^2 My effect My moderator Overall H^2
I^2(%) My effect My moderator Overall I^2(%)
tau My effect My moderator Overall tau
tau^2 My effect My moderator Overall tau^2
estimate LL UL
1 1.5989717 1 2.8131044
H^2 2.1691640 1 6.9639408
I^2(%) 53.8992902 0 85.6403144
tau 0.3166193 0 0.7150993
tau^2 0.1002478 0 0.5113671
[1] "As of version 1.0.2 esci has implemented an improved method for calculating the CI for the diamond ratio; these will no longer match those presented in the 2nd edition of <i>Introduction to the New Statistics</i>."
Note: LL and UL are lower and upper boundaries of confidence intervals with 95% expected coverage.
Code
estimate
Output
Analysis of raw data:
-- es_meta --
effect_label effect_size LL UL SE k diamond_ratio
x.flip My effect 0.531961 0.2211897 0.8427323 0.1585597 8 1.598972
diamond_ratio_LL diamond_ratio_UL I2 I2_LL I2_UL PI_LL
x.flip 1 2.813104 53.89929 0 85.64031 -0.1620683
PI_UL p width FE_effect_size RE_effect_size FE_CI_width
x.flip 1.22599 0.000793773 0.6215426 0.3736769 0.531961 0.3887139
RE_CI_width
x.flip 0.6215426
-- es_heterogeneity --
effect_label moderator_variable_name moderator_level measure
1 My effect My moderator Overall Diamond Ratio
H^2 My effect My moderator Overall H^2
I^2(%) My effect My moderator Overall I^2(%)
tau My effect My moderator Overall tau
tau^2 My effect My moderator Overall tau^2
estimate LL UL
1 1.5989717 1 2.8131044
H^2 2.1691640 1 6.9639408
I^2(%) 53.8992902 0 85.6403144
tau 0.3166193 0 0.7150993
tau^2 0.1002478 0 0.5113671
[1] "As of version 1.0.2 esci has implemented an improved method for calculating the CI for the diamond ratio; these will no longer match those presented in the 2nd edition of <i>Introduction to the New Statistics</i>."
Note: LL and UL are lower and upper boundaries of confidence intervals with 95% expected coverage.
Code
estimate_vary
Output
Analysis of raw data:
-- es_meta --
effect_label moderator_variable_name moderator_variable_level effect_size
1 My effect subset Overall 0.31127135
2 My effect subset Germany 0.80735059
3 My effect subset USA 0.04858171
LL UL SE k diamond_ratio diamond_ratio_LL
1 0.1022717 0.5202710 0.1066344 8 1.470508 1
2 0.4521458 1.1625553 0.1812302 6 1.000000 1
3 -0.2098970 0.3070604 0.1318793 2 1.000000 1
diamond_ratio_UL I2 I2_LL I2_UL PI_LL PI_UL p width
1 2.655908 NA NA NA NA NA 3.510981e-03 0.4179992
2 1.000000 NA NA NA NA NA 8.395823e-06 0.7104095
3 1.000000 NA NA NA NA NA 7.125898e-01 0.5169573
FE_effect_size RE_effect_size FE_CI_width RE_CI_width
1 0.31127135 0.46308537 0.4179992 0.6146712
2 0.80735059 0.80735059 0.7104095 0.7104095
3 0.04858171 0.04858171 0.5169573 0.5169573
-- es_heterogeneity --
effect_label moderator_variable_name moderator_level measure estimate
1 My effect subset Overall Diamond Ratio 1.470508
11 My effect subset Germany Diamond Ratio 1.000000
12 My effect subset USA Diamond Ratio 1.000000
LL UL
1 1 2.655908
11 1 1.000000
12 1 1.000000
[1] "As of version 1.0.2 esci has implemented an improved method for calculating the CI for the diamond ratio; these will no longer match those presented in the 2nd edition of <i>Introduction to the New Statistics</i>."
-- es_meta_difference --
type effect_label moderator_variable_name moderator_level
Comparison Comparison My effect subset USA
Reference Reference My effect subset Germany
Difference Difference My effect subset USA ‒ Germany
effect_size LL UL SE p
Comparison 0.04858171 -0.2098970 0.3070604 0.1318793 7.125898e-01
Reference 0.80735059 0.4521458 1.1625553 0.1812302 8.395823e-06
Difference -0.75876888 -1.1980656 -0.3194721 0.2241351 7.109555e-04
Note: LL and UL are lower and upper boundaries of confidence intervals with 95% expected coverage.
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