mixed-effects model repeated measurement (mmrm) model Search Results


86
Mallinckrodt model
Model, supplied by Mallinckrodt, used in various techniques. Bioz Stars score: 86/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/product/mixed-effects+model+repeated+measurement+(mmrm)+model/model/pmc12878071-15-13-0
Average 86 stars, based on 1 article reviews
model - by Bioz Stars, 2026-09
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86
Mallinckrodt mmrm package version 0 3 12
Mmrm Package Version 0 3 12, supplied by Mallinckrodt, used in various techniques. Bioz Stars score: 86/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/product/mixed-effects+model+repeated+measurement+(mmrm)+model/0+12+3+mmrm+package+version/pm41687241-193-26-19
Average 86 stars, based on 1 article reviews
mmrm package version 0 3 12 - by Bioz Stars, 2026-09
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90
QualityMetric Incorporated mixed-effect model with repeated measures
Mixed Effect Model With Repeated Measures, supplied by QualityMetric Incorporated, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/product/mixed-effects+model+repeated+measurement+(mmrm)+model/mixed+effect+model+with+repeated+measures/us11648232-364-14-0
Average 90 stars, based on 1 article reviews
mixed-effect model with repeated measures - by Bioz Stars, 2026-09
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90
Audentes Therapeutics at132
At132, supplied by Audentes Therapeutics, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/product/mixed-effects+model+repeated+measurement+(mmrm)+model/at132/pmc10758703__mmc3-122-40-0
Average 90 stars, based on 1 article reviews
at132 - by Bioz Stars, 2026-09
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90
McDougall Scientific Ltd sdai
Sdai, supplied by McDougall Scientific Ltd, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/product/mixed-effects+model+repeated+measurement+(mmrm)+model/sdai/pmc11422300__40744_2024_696_MOESM1_ESM-218-22-37
Average 90 stars, based on 1 article reviews
sdai - by Bioz Stars, 2026-09
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90
ProMIS Neurosciences alglucosidase alfa plus placebo
Change from baseline to week 52 in a 6MWD and b sitting % predicted FVC (ITT population excluding outlier). In the original analysis, values for change from baseline to week 52 were based on LOCF data. p values were nominal two sided. The post hoc analysis used MMRM with actual time points of assessments in the ITT-OBS population. The number of patients in the post hoc analysis depended on the number of patients with non-missing values for the analysis. In all analyses, results exclude one patient judged likely to have deliberately underperformed at baseline. a As the 6MWD data were not normally distributed, the p value for 6MWD was from non-parametric ANCOVA as prespecified; b For sitting % predicted FVC, the p value in the original analysis was from ANCOVA as prespecified. 6MWD 6-min walk distance, alg + pbo <t>alglucosidase</t> alfa plus placebo, ANCOVA analysis of covariance, CI confidence interval, cipa + mig cipaglucosidase alfa plus miglustat, FVC forced vital capacity, ITT intent to treat, ITT-OBS ITT population with observed values, LOCF last observation carried forward, LS least squares, MMRM mixed-effect model for repeated measures
Alglucosidase Alfa Plus Placebo, supplied by ProMIS Neurosciences, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/product/mixed-effects+model+repeated+measurement+(mmrm)+model/alglucosidase+alfa+plus+placebo/pmc11706903-76-4-63
Average 90 stars, based on 1 article reviews
alglucosidase alfa plus placebo - by Bioz Stars, 2026-09
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86
Tonix Pharmaceuticals bolded p
Change from baseline to week 52 in a 6MWD and b sitting % predicted FVC (ITT population excluding outlier). In the original analysis, values for change from baseline to week 52 were based on LOCF data. p values were nominal two sided. The post hoc analysis used MMRM with actual time points of assessments in the ITT-OBS population. The number of patients in the post hoc analysis depended on the number of patients with non-missing values for the analysis. In all analyses, results exclude one patient judged likely to have deliberately underperformed at baseline. a As the 6MWD data were not normally distributed, the p value for 6MWD was from non-parametric ANCOVA as prespecified; b For sitting % predicted FVC, the p value in the original analysis was from ANCOVA as prespecified. 6MWD 6-min walk distance, alg + pbo <t>alglucosidase</t> alfa plus placebo, ANCOVA analysis of covariance, CI confidence interval, cipa + mig cipaglucosidase alfa plus miglustat, FVC forced vital capacity, ITT intent to treat, ITT-OBS ITT population with observed values, LOCF last observation carried forward, LS least squares, MMRM mixed-effect model for repeated measures
Bolded P, supplied by Tonix Pharmaceuticals, used in various techniques. Bioz Stars score: 86/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/product/mixed-effects+model+repeated+measurement+(mmrm)+model/bolded+p/sec_filing____1430306_slash_000138713119001745_slash_ex99___01-107-6-2
Average 86 stars, based on 1 article reviews
bolded p - by Bioz Stars, 2026-09
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90
ProMIS Neurosciences composite promis pad t-score
Change from baseline to week 52 in a 6MWD and b sitting % predicted FVC (ITT population excluding outlier). In the original analysis, values for change from baseline to week 52 were based on LOCF data. p values were nominal two sided. The post hoc analysis used MMRM with actual time points of assessments in the ITT-OBS population. The number of patients in the post hoc analysis depended on the number of patients with non-missing values for the analysis. In all analyses, results exclude one patient judged likely to have deliberately underperformed at baseline. a As the 6MWD data were not normally distributed, the p value for 6MWD was from non-parametric ANCOVA as prespecified; b For sitting % predicted FVC, the p value in the original analysis was from ANCOVA as prespecified. 6MWD 6-min walk distance, alg + pbo <t>alglucosidase</t> alfa plus placebo, ANCOVA analysis of covariance, CI confidence interval, cipa + mig cipaglucosidase alfa plus miglustat, FVC forced vital capacity, ITT intent to treat, ITT-OBS ITT population with observed values, LOCF last observation carried forward, LS least squares, MMRM mixed-effect model for repeated measures
Composite Promis Pad T Score, supplied by ProMIS Neurosciences, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/product/mixed-effects+model+repeated+measurement+(mmrm)+model/promis+composite/pmc06712242-356-129-133
Average 90 stars, based on 1 article reviews
composite promis pad t-score - by Bioz Stars, 2026-09
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90
Regeneron inc vv-rim-00147241-1.0
Change from baseline to week 52 in a 6MWD and b sitting % predicted FVC (ITT population excluding outlier). In the original analysis, values for change from baseline to week 52 were based on LOCF data. p values were nominal two sided. The post hoc analysis used MMRM with actual time points of assessments in the ITT-OBS population. The number of patients in the post hoc analysis depended on the number of patients with non-missing values for the analysis. In all analyses, results exclude one patient judged likely to have deliberately underperformed at baseline. a As the 6MWD data were not normally distributed, the p value for 6MWD was from non-parametric ANCOVA as prespecified; b For sitting % predicted FVC, the p value in the original analysis was from ANCOVA as prespecified. 6MWD 6-min walk distance, alg + pbo <t>alglucosidase</t> alfa plus placebo, ANCOVA analysis of covariance, CI confidence interval, cipa + mig cipaglucosidase alfa plus miglustat, FVC forced vital capacity, ITT intent to treat, ITT-OBS ITT population with observed values, LOCF last observation carried forward, LS least squares, MMRM mixed-effect model for repeated measures
Vv Rim 00147241 1.0, supplied by Regeneron inc, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/product/mixed-effects+model+repeated+measurement+(mmrm)+model/vv+rim+00030371+1+0/pmc08522800__NEJMoa2108163_protocol-3316-123-126
Average 90 stars, based on 1 article reviews
vv-rim-00147241-1.0 - by Bioz Stars, 2026-09
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90
ModernaTX Inc mrna-1273
Change from baseline to week 52 in a 6MWD and b sitting % predicted FVC (ITT population excluding outlier). In the original analysis, values for change from baseline to week 52 were based on LOCF data. p values were nominal two sided. The post hoc analysis used MMRM with actual time points of assessments in the ITT-OBS population. The number of patients in the post hoc analysis depended on the number of patients with non-missing values for the analysis. In all analyses, results exclude one patient judged likely to have deliberately underperformed at baseline. a As the 6MWD data were not normally distributed, the p value for 6MWD was from non-parametric ANCOVA as prespecified; b For sitting % predicted FVC, the p value in the original analysis was from ANCOVA as prespecified. 6MWD 6-min walk distance, alg + pbo <t>alglucosidase</t> alfa plus placebo, ANCOVA analysis of covariance, CI confidence interval, cipa + mig cipaglucosidase alfa plus miglustat, FVC forced vital capacity, ITT intent to treat, ITT-OBS ITT population with observed values, LOCF last observation carried forward, LS least squares, MMRM mixed-effect model for repeated measures
Mrna 1273, supplied by ModernaTX Inc, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/product/mixed-effects+model+repeated+measurement+(mmrm)+model/mrna+1273/pmc09511634__NEJMoa2208343_protocol-1693-65-120
Average 90 stars, based on 1 article reviews
mrna-1273 - by Bioz Stars, 2026-09
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90
AbbVie Inc artificial intelligence
Change from baseline to week 52 in a 6MWD and b sitting % predicted FVC (ITT population excluding outlier). In the original analysis, values for change from baseline to week 52 were based on LOCF data. p values were nominal two sided. The post hoc analysis used MMRM with actual time points of assessments in the ITT-OBS population. The number of patients in the post hoc analysis depended on the number of patients with non-missing values for the analysis. In all analyses, results exclude one patient judged likely to have deliberately underperformed at baseline. a As the 6MWD data were not normally distributed, the p value for 6MWD was from non-parametric ANCOVA as prespecified; b For sitting % predicted FVC, the p value in the original analysis was from ANCOVA as prespecified. 6MWD 6-min walk distance, alg + pbo <t>alglucosidase</t> alfa plus placebo, ANCOVA analysis of covariance, CI confidence interval, cipa + mig cipaglucosidase alfa plus miglustat, FVC forced vital capacity, ITT intent to treat, ITT-OBS ITT population with observed values, LOCF last observation carried forward, LS least squares, MMRM mixed-effect model for repeated measures
Artificial Intelligence, supplied by AbbVie Inc, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/product/mixed-effects+model+repeated+measurement+(mmrm)+model/artificial+intelligence/pm39208985-147-212-211
Average 90 stars, based on 1 article reviews
artificial intelligence - by Bioz Stars, 2026-09
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90
ModernaTX Inc statistical analysis plan, version 5.0
Change from baseline to week 52 in a 6MWD and b sitting % predicted FVC (ITT population excluding outlier). In the original analysis, values for change from baseline to week 52 were based on LOCF data. p values were nominal two sided. The post hoc analysis used MMRM with actual time points of assessments in the ITT-OBS population. The number of patients in the post hoc analysis depended on the number of patients with non-missing values for the analysis. In all analyses, results exclude one patient judged likely to have deliberately underperformed at baseline. a As the 6MWD data were not normally distributed, the p value for 6MWD was from non-parametric ANCOVA as prespecified; b For sitting % predicted FVC, the p value in the original analysis was from ANCOVA as prespecified. 6MWD 6-min walk distance, alg + pbo <t>alglucosidase</t> alfa plus placebo, ANCOVA analysis of covariance, CI confidence interval, cipa + mig cipaglucosidase alfa plus miglustat, FVC forced vital capacity, ITT intent to treat, ITT-OBS ITT population with observed values, LOCF last observation carried forward, LS least squares, MMRM mixed-effect model for repeated measures
Statistical Analysis Plan, Version 5.0, supplied by ModernaTX Inc, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/product/mixed-effects+model+repeated+measurement+(mmrm)+model/statistical+analysis+plan++version+5+0/pmc10504066__41591_2023_2517_MOESM1_ESM-2371-10-13
Average 90 stars, based on 1 article reviews
statistical analysis plan, version 5.0 - by Bioz Stars, 2026-09
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Image Search Results


Change from baseline to week 52 in a 6MWD and b sitting % predicted FVC (ITT population excluding outlier). In the original analysis, values for change from baseline to week 52 were based on LOCF data. p values were nominal two sided. The post hoc analysis used MMRM with actual time points of assessments in the ITT-OBS population. The number of patients in the post hoc analysis depended on the number of patients with non-missing values for the analysis. In all analyses, results exclude one patient judged likely to have deliberately underperformed at baseline. a As the 6MWD data were not normally distributed, the p value for 6MWD was from non-parametric ANCOVA as prespecified; b For sitting % predicted FVC, the p value in the original analysis was from ANCOVA as prespecified. 6MWD 6-min walk distance, alg + pbo alglucosidase alfa plus placebo, ANCOVA analysis of covariance, CI confidence interval, cipa + mig cipaglucosidase alfa plus miglustat, FVC forced vital capacity, ITT intent to treat, ITT-OBS ITT population with observed values, LOCF last observation carried forward, LS least squares, MMRM mixed-effect model for repeated measures

Journal: Journal of Neurology

Article Title: Challenges in multinational rare disease clinical studies during COVID-19: regulatory assessment of cipaglucosidase alfa plus miglustat in adults with late-onset Pompe disease

doi: 10.1007/s00415-024-12843-x

Figure Lengend Snippet: Change from baseline to week 52 in a 6MWD and b sitting % predicted FVC (ITT population excluding outlier). In the original analysis, values for change from baseline to week 52 were based on LOCF data. p values were nominal two sided. The post hoc analysis used MMRM with actual time points of assessments in the ITT-OBS population. The number of patients in the post hoc analysis depended on the number of patients with non-missing values for the analysis. In all analyses, results exclude one patient judged likely to have deliberately underperformed at baseline. a As the 6MWD data were not normally distributed, the p value for 6MWD was from non-parametric ANCOVA as prespecified; b For sitting % predicted FVC, the p value in the original analysis was from ANCOVA as prespecified. 6MWD 6-min walk distance, alg + pbo alglucosidase alfa plus placebo, ANCOVA analysis of covariance, CI confidence interval, cipa + mig cipaglucosidase alfa plus miglustat, FVC forced vital capacity, ITT intent to treat, ITT-OBS ITT population with observed values, LOCF last observation carried forward, LS least squares, MMRM mixed-effect model for repeated measures

Article Snippet: 6MWD 6-min walk distance, alg + pbo alglucosidase alfa plus placebo, ANCOVA analysis of covariance, CI confidence interval, cipa + mig cipaglucosidase alfa + miglustat, FVC forced vital capacity, GSGC Gait, Stairs, Gowers’ Maneuver, Chair, ITT intent to treat, ITT-OBS ITT population with observed values, LOCF last observation carried forward, LS least squares, MMRM mixed-effect model for repeated measures, MMT manual muscle test, PROMIS Patient-Reported Outcomes Measurement Information System

Techniques:

LS mean treatment difference for change from baseline to week 52 for the primary and key secondary endpoints (ITT population excluding outlier). Data shown are LS mean treatment differences. Error bars indicate 95% CI. In the original analysis, change from baseline to week 52 are LOCF means, and LS mean differences were based on ANCOVA models adjusting for baseline covariates except for 6MWD, which used non-parametric ANCOVA and differed slightly from the mean differences shown in Fig. for 6MWD and sitting % predicted FVC. The post hoc analysis used MMRM with actual time points of assessments in the ITT-OBS population. a For these endpoints, a negative change from baseline indicates an improvement, and axis values have been reversed. 6MWD 6-min walk distance, alg + pbo alglucosidase alfa plus placebo, ANCOVA analysis of covariance, CI confidence interval, cipa + mig cipaglucosidase alfa + miglustat, FVC forced vital capacity, GSGC Gait, Stairs, Gowers’ Maneuver, Chair, ITT intent to treat, ITT-OBS ITT population with observed values, LOCF last observation carried forward, LS least squares, MMRM mixed-effect model for repeated measures, MMT manual muscle test, PROMIS Patient-Reported Outcomes Measurement Information System

Journal: Journal of Neurology

Article Title: Challenges in multinational rare disease clinical studies during COVID-19: regulatory assessment of cipaglucosidase alfa plus miglustat in adults with late-onset Pompe disease

doi: 10.1007/s00415-024-12843-x

Figure Lengend Snippet: LS mean treatment difference for change from baseline to week 52 for the primary and key secondary endpoints (ITT population excluding outlier). Data shown are LS mean treatment differences. Error bars indicate 95% CI. In the original analysis, change from baseline to week 52 are LOCF means, and LS mean differences were based on ANCOVA models adjusting for baseline covariates except for 6MWD, which used non-parametric ANCOVA and differed slightly from the mean differences shown in Fig. for 6MWD and sitting % predicted FVC. The post hoc analysis used MMRM with actual time points of assessments in the ITT-OBS population. a For these endpoints, a negative change from baseline indicates an improvement, and axis values have been reversed. 6MWD 6-min walk distance, alg + pbo alglucosidase alfa plus placebo, ANCOVA analysis of covariance, CI confidence interval, cipa + mig cipaglucosidase alfa + miglustat, FVC forced vital capacity, GSGC Gait, Stairs, Gowers’ Maneuver, Chair, ITT intent to treat, ITT-OBS ITT population with observed values, LOCF last observation carried forward, LS least squares, MMRM mixed-effect model for repeated measures, MMT manual muscle test, PROMIS Patient-Reported Outcomes Measurement Information System

Article Snippet: 6MWD 6-min walk distance, alg + pbo alglucosidase alfa plus placebo, ANCOVA analysis of covariance, CI confidence interval, cipa + mig cipaglucosidase alfa + miglustat, FVC forced vital capacity, GSGC Gait, Stairs, Gowers’ Maneuver, Chair, ITT intent to treat, ITT-OBS ITT population with observed values, LOCF last observation carried forward, LS least squares, MMRM mixed-effect model for repeated measures, MMT manual muscle test, PROMIS Patient-Reported Outcomes Measurement Information System

Techniques:

LS mean treatment difference for change from baseline to week 52 for the primary and key secondary endpoints in a ERT-experienced and b ERT-naïve patients. Data shown are LS mean treatment difference. Error bars indicate 95% CI. In the original analysis, change from baseline to week 52 were LOCF means. LS mean differences were based on analysis models adjusting for baseline covariates. The post hoc analysis used MMRM with actual time points of assessments in the ITT-OBS population. a For these endpoints, a negative change from baseline indicates an improvement, and axis values have been reversed. 6MWD 6-min walk distance, alg + pbo alglucosidase alfa plus placebo, CI confidence interval, cipa + mig cipaglucosidase alfa plus miglustat, ERT enzyme replacement therapy, FVC forced vital capacity, GSGC Gait, Stairs, Gowers’ Maneuver, Chair, ITT-OBS intent-to-treat population with observed values, LOCF last observation carried forward, LS least squares, MMRM mixed-effect model for repeated measures, MMT manual muscle test, PROMIS Patient-Reported Outcomes Measurement Information System

Journal: Journal of Neurology

Article Title: Challenges in multinational rare disease clinical studies during COVID-19: regulatory assessment of cipaglucosidase alfa plus miglustat in adults with late-onset Pompe disease

doi: 10.1007/s00415-024-12843-x

Figure Lengend Snippet: LS mean treatment difference for change from baseline to week 52 for the primary and key secondary endpoints in a ERT-experienced and b ERT-naïve patients. Data shown are LS mean treatment difference. Error bars indicate 95% CI. In the original analysis, change from baseline to week 52 were LOCF means. LS mean differences were based on analysis models adjusting for baseline covariates. The post hoc analysis used MMRM with actual time points of assessments in the ITT-OBS population. a For these endpoints, a negative change from baseline indicates an improvement, and axis values have been reversed. 6MWD 6-min walk distance, alg + pbo alglucosidase alfa plus placebo, CI confidence interval, cipa + mig cipaglucosidase alfa plus miglustat, ERT enzyme replacement therapy, FVC forced vital capacity, GSGC Gait, Stairs, Gowers’ Maneuver, Chair, ITT-OBS intent-to-treat population with observed values, LOCF last observation carried forward, LS least squares, MMRM mixed-effect model for repeated measures, MMT manual muscle test, PROMIS Patient-Reported Outcomes Measurement Information System

Article Snippet: 6MWD 6-min walk distance, alg + pbo alglucosidase alfa plus placebo, ANCOVA analysis of covariance, CI confidence interval, cipa + mig cipaglucosidase alfa + miglustat, FVC forced vital capacity, GSGC Gait, Stairs, Gowers’ Maneuver, Chair, ITT intent to treat, ITT-OBS ITT population with observed values, LOCF last observation carried forward, LS least squares, MMRM mixed-effect model for repeated measures, MMT manual muscle test, PROMIS Patient-Reported Outcomes Measurement Information System

Techniques: