Relative mean bias percentage, RMSE and coverage probability when N = 30000, m = 30, β1 = 0.1, β2 = 0.2, ρb = 0.6, ρw = 0.3.

Median (Interquartile range) absolute percent biasa and mean squared error σ2u as estimated via QUAD or PQL, overall and by data generation parameters.

Andrea Benedetti (139371)
Robert Platt (507752)
Juli Atherton (507753)

January 2014

a : Median absolute percent bias of σ2u was calculated for each ...

Coverage probability (in percentage, %) of the estimated overall effect size’s 95% confidence interval in the simulation studies.

Lifeng Lin (2034385)

September 2018

Coverage probability (in percentage, %) of the estimated overall effect size’s 95% confidence interv...

Trade-off between bias and precision for the estimator 1−F of the reproduction number R.

Simon Cauchemez (112408)
Scott Epperson (385558)
Matthew Biggerstaff (385559)
David Swerdlow (385560)
Lyn Finelli (251769)
Neil M. Ferguson (30575)

March 2013

(A) Absolute bias, standard deviation and root mean square error (RMSE) of estimator 1−...

Relative mean bias percentage, RMSE and coverage probability when N = 20000, m = 15, β1 = 0.1, β2 = 0.1, ρb = 0.6, ρw = 0.3.

Binod Neupane (679579)
Joseph Beyene (62170)

July 2015

Relative mean bias percentage, RMSE and coverage probability when N = 20000, m = 15, β<sub...

Relative mean bias percentage, RMSE and coverage probability when N = 10000, m = 10, β1 = 0.1, β2 = 0.1, ρb = 0.5, ρw = 0.3.

Binod Neupane (679579)
Joseph Beyene (62170)

July 2015

Relative mean bias percentage, RMSE and coverage probability when N = 10000, m = 10, β<sub...

Relative mean bias percentage, RMSE, and coverage probability when N = 10000, m = 10, β1 = 0.2, β2 = 0.3, β3 = 0.3, βb12 = 0.6, βb13 = 0.7, ρb23 = 0.6, ρw12 = ρw13 = ρw23 = 0.

Binod Neupane (679579)
Joseph Beyene (62170)

July 2015

Relative mean bias percentage, RMSE, and coverage probability when N = 10000, m = 10, β<su...

Average posterior median (), overall 95% credible intervals (CI95%), relative bias and coverage rate for 100 data sets generated according to the Cox model , a measurement model among to and a true risk coefficient of β = 2 per 100 WLM.

Sabine Hoffmann (3624281)
Dominique Laurier (21457)
Estelle Rage (4824930)
Chantal Guihenneuc (630394)
Sophie Ancelet (4824933)

February 2018

Average posterior median (), overall 95% credible intervals (CI95%), relative bias and...

Coverage probability (%) – the percentage of simulated recruitment falling inside the 95% prediction intervals of the curvilinear regression (Eq. 7) – for each amplitude of recruitment variability (Rvar, %; see section 2.2.3).

Stéphane Thanassekos (668662)
Martin J. Cox (409559)
Keith Reid (668663)

December 2014

Coverage probability (%) – the percentage of simulated recruitment falling inside the 95% predict...

The error between simulated coverage probability and nominal coverage probability of the 90% two-sided and 95% one-sided confidence intervals for the number of groups G = 3, one covariate P = 1, contrast coefficients {–1, 1/2, 1/2}, error variance σ2 = 3.2728, and balanced designs with NT = 15, 30, and 60.

Gwowen Shieh (3106215)

February 2023

The error between simulated coverage probability and nominal coverage probability of the 90% two-sid...

The error between simulated coverage probability and nominal coverage probability of the 95% two-sided and 97.5% one-sided confidence intervals for the number of groups G = 3, one covariate P = 1, contrast coefficients {–1, 1/2, 1/2}, error variance σ2 = 3.2728, and balanced designs with NT = 15, 30, and 60.

Gwowen Shieh (3106215)

February 2023

The error between simulated coverage probability and nominal coverage probability of the 95% two-sid...

Relative asymptotic bias [%] of x^1% from T = IG distribution, assuming F = GE model.

Iwona Markiewicz (835529)
Witold G. Strupczewski (835530)
Ewa Bogdanowicz (835531)
Krzysztof Kochanek (835532)

December 2015

Relative asymptotic bias [%] of <math><mrow><msub><mi>x</mi><mo>^</mo><mrow><mn>1</mn><mi>%</mi><...

Relative asymptotic bias [%] of x^1% from T = GE distribution, assuming F = IG model.

Iwona Markiewicz (835529)
Witold G. Strupczewski (835530)
Ewa Bogdanowicz (835531)
Krzysztof Kochanek (835532)

December 2015

Relative asymptotic bias [%] of <math><mrow><msub><mi>x</mi><mo>^</mo><mrow><mn>1</mn><mi>%</mi><...

A Strategy for Using Bias and RMSE as Outcomes in Monte Carlo Studies in Statistics

Harwell, Michael

March 2019

To help ensure important patterns of bias and accuracy are detected in Monte Carlo studies in statis...

Average posterior median (), overall 95% credible intervals (CI95%), relative bias and coverage rate for 100 data sets generated according to the EHR model , a measurement model among to and a true risk coefficient of β = 5 per 100 WLM.

Sabine Hoffmann (3624281)
Dominique Laurier (21457)
Estelle Rage (4824930)
Chantal Guihenneuc (630394)
Sophie Ancelet (4824933)

February 2018

Average posterior median (), overall 95% credible intervals (CI95%), relative bias and...

Bias as a function of Ki.

Pablo M. Rusjan (396463)
Dunja Knezevic (4031423)
Isabelle Boileau (396461)
Junchao Tong (1291809)
Romina Mizrahi (679941)
Alan A. Wilson (396464)
Sylvain Houle (345991)

February 2018

The simulated results are represented by the solid symbols connected with lines. In these cases, ...

Median (Interquartile range) absolute percent biasa and mean squared error σ2u as estimated via QUAD or PQL, overall and by data generation parameters.

Andrea Benedetti (139371)
Robert Platt (507752)
Juli Atherton (507753)

January 2014

a : Median absolute percent bias of σ2u was calculated for each ...

Coverage probability (in percentage, %) of the estimated overall effect size’s 95% confidence interval in the simulation studies.

Lifeng Lin (2034385)

September 2018

Coverage probability (in percentage, %) of the estimated overall effect size’s 95% confidence interv...

Trade-off between bias and precision for the estimator 1−F of the reproduction number R.

Simon Cauchemez (112408)
Scott Epperson (385558)
Matthew Biggerstaff (385559)
David Swerdlow (385560)
Lyn Finelli (251769)
Neil M. Ferguson (30575)

March 2013

(A) Absolute bias, standard deviation and root mean square error (RMSE) of estimator 1−...

Relative mean bias percentage, RMSE and coverage probability when N = 20000, m = 15, β1 = 0.1, β2 = 0.1, ρb = 0.6, ρw = 0.3.

Binod Neupane (679579)
Joseph Beyene (62170)

July 2015

Relative mean bias percentage, RMSE and coverage probability when N = 20000, m = 15, β<sub...

Relative mean bias percentage, RMSE and coverage probability when N = 10000, m = 10, β1 = 0.1, β2 = 0.1, ρb = 0.5, ρw = 0.3.

Binod Neupane (679579)
Joseph Beyene (62170)

July 2015

Relative mean bias percentage, RMSE and coverage probability when N = 10000, m = 10, β<sub...

Relative mean bias percentage, RMSE, and coverage probability when N = 10000, m = 10, β1 = 0.2, β2 = 0.3, β3 = 0.3, βb12 = 0.6, βb13 = 0.7, ρb23 = 0.6, ρw12 = ρw13 = ρw23 = 0.

Binod Neupane (679579)
Joseph Beyene (62170)

July 2015

Relative mean bias percentage, RMSE, and coverage probability when N = 10000, m = 10, β<su...

Average posterior median (), overall 95% credible intervals (CI95%), relative bias and coverage rate for 100 data sets generated according to the Cox model , a measurement model among to and a true risk coefficient of β = 2 per 100 WLM.

Sabine Hoffmann (3624281)
Dominique Laurier (21457)
Estelle Rage (4824930)
Chantal Guihenneuc (630394)
Sophie Ancelet (4824933)

February 2018

Average posterior median (), overall 95% credible intervals (CI95%), relative bias and...

Coverage probability (%) – the percentage of simulated recruitment falling inside the 95% prediction intervals of the curvilinear regression (Eq. 7) – for each amplitude of recruitment variability (Rvar, %; see section 2.2.3).

Stéphane Thanassekos (668662)
Martin J. Cox (409559)
Keith Reid (668663)

December 2014

Coverage probability (%) – the percentage of simulated recruitment falling inside the 95% predict...

The error between simulated coverage probability and nominal coverage probability of the 90% two-sided and 95% one-sided confidence intervals for the number of groups G = 3, one covariate P = 1, contrast coefficients {–1, 1/2, 1/2}, error variance σ2 = 3.2728, and balanced designs with NT = 15, 30, and 60.

Gwowen Shieh (3106215)

February 2023

The error between simulated coverage probability and nominal coverage probability of the 90% two-sid...

The error between simulated coverage probability and nominal coverage probability of the 95% two-sided and 97.5% one-sided confidence intervals for the number of groups G = 3, one covariate P = 1, contrast coefficients {–1, 1/2, 1/2}, error variance σ2 = 3.2728, and balanced designs with NT = 15, 30, and 60.

Gwowen Shieh (3106215)

February 2023

The error between simulated coverage probability and nominal coverage probability of the 95% two-sid...

Relative asymptotic bias [%] of x^1% from T = IG distribution, assuming F = GE model.

Iwona Markiewicz (835529)
Witold G. Strupczewski (835530)
Ewa Bogdanowicz (835531)
Krzysztof Kochanek (835532)

December 2015

Relative asymptotic bias [%] of <math><mrow><msub><mi>x</mi><mo>^</mo><mrow><mn>1</mn><mi>%</mi><...

Relative asymptotic bias [%] of x^1% from T = GE distribution, assuming F = IG model.

Iwona Markiewicz (835529)
Witold G. Strupczewski (835530)
Ewa Bogdanowicz (835531)
Krzysztof Kochanek (835532)

December 2015

Relative asymptotic bias [%] of <math><mrow><msub><mi>x</mi><mo>^</mo><mrow><mn>1</mn><mi>%</mi><...

A Strategy for Using Bias and RMSE as Outcomes in Monte Carlo Studies in Statistics

Harwell, Michael

March 2019

To help ensure important patterns of bias and accuracy are detected in Monte Carlo studies in statis...

Average posterior median (), overall 95% credible intervals (CI95%), relative bias and coverage rate for 100 data sets generated according to the EHR model , a measurement model among to and a true risk coefficient of β = 5 per 100 WLM.

Sabine Hoffmann (3624281)
Dominique Laurier (21457)
Estelle Rage (4824930)
Chantal Guihenneuc (630394)
Sophie Ancelet (4824933)

February 2018

Average posterior median (), overall 95% credible intervals (CI95%), relative bias and...

Bias as a function of Ki.

Pablo M. Rusjan (396463)
Dunja Knezevic (4031423)
Isabelle Boileau (396461)
Junchao Tong (1291809)
Romina Mizrahi (679941)
Alan A. Wilson (396464)
Sylvain Houle (345991)

February 2018

The simulated results are represented by the solid symbols connected with lines. In these cases, ...

Median (Interquartile range) absolute percent biasa and mean squared error σ2u as estimated via QUAD or PQL, overall and by data generation parameters.

Andrea Benedetti (139371)
Robert Platt (507752)
Juli Atherton (507753)

January 2014

a : Median absolute percent bias of σ2u was calculated for each ...

Coverage probability (in percentage, %) of the estimated overall effect size’s 95% confidence interval in the simulation studies.

Lifeng Lin (2034385)

September 2018

Coverage probability (in percentage, %) of the estimated overall effect size’s 95% confidence interv...

Trade-off between bias and precision for the estimator 1−F of the reproduction number R.

Simon Cauchemez (112408)
Scott Epperson (385558)
Matthew Biggerstaff (385559)
David Swerdlow (385560)
Lyn Finelli (251769)
Neil M. Ferguson (30575)

March 2013

(A) Absolute bias, standard deviation and root mean square error (RMSE) of estimator 1−...

Relative mean bias percentage, RMSE and coverage probability when N = 30000, m = 30, <i>β</i><sub>1</sub> = 0.1, <i>β</i><sub>2</sub> = 0.2, <i>ρ</i><sub>b</sub> = 0.6, <i>ρ</i><sub>w</sub> = 0.3.

Abstract

Extracted data

Relative mean bias percentage, RMSE and coverage probability when N = 30000, m = 30, <i>β</i><sub>1</sub> = 0.1, <i>β</i><sub>2</sub> = 0.2, <i>ρ</i><sub>b</sub> = 0.6, <i>ρ</i><sub>w</sub> = 0.3.

Abstract

Extracted data

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