COMPARING THE IMPACT OF RANDOM FOREST VS BAYESIAN G-COMPUTATION ON MATCHING-ADJUSTED INDIRECT COMPARISONS OF TREATMENTS BETWEEN TRIALS: A SIMULATION STUDY

被引：0

作者：

Moradian, H. ^{[1
]}

Tremblay, G. ^{[1
]}

Heeg, B. ^{[1
]}

机构：

[1] Cytel Inc, Waltham, MA USA

来源：

VALUE IN HEALTH | 2023年 / 26卷 / 12期

关键词：

D O I：

暂无

中图分类号：

F [经济];

学科分类号：

02 ;

摘要：

PT15

引用

页码：S425 / S425

页数：1

共 12 条

[1] EVALUATING THE IMPACT OF RANDOM FOREST (RF) ON MATCHING ADJUSTED INDIRECT COMPARISONS (MAICS) OF TREATMENTS BETWEEN TRIALS: A SIMULATION STUDY
Moradian, H.
Heeg, B.
Tremblay, G.
VALUE IN HEALTH, 2023, 26 (06) : S281 - S281
[2] MATCHING-ADJUSTED INDIRECT COMPARISONS: A SIMULATION STUDY OF STATISTICAL PERFORMANCE
Signorovitch, J.
Ayyagari, R.
Cheng, D.
Wu, E. Q.
VALUE IN HEALTH, 2013, 16 (03) : A48 - A48
[3] EVALUATING THE IMPACT OF EXACT LOGISTIC REGRESSION ON MATCHING ADJUSTD INDIRECT COMPARISONS (MAICS) OF TREATMENTS BETWEEN TRIALS: A SIMULATION STUDY
Marodian, H.
Tremblay, G.
Senchaudhuri, P.
Heeg, B.
Zabriskie, B.
Corcoran, C.
Chu, H.
Cappelleri, J.
VALUE IN HEALTH, 2022, 25 (12) : S351 - S352
[4] PERFORMANCE OF MATCHING ADJUSTED INDIRECT COMPARISONS FOR SINGLE-ARM TRIALS: A SIMULATION STUDY
Sizelove, R.
Prajapati, P.
Jen, M. H.
Sonksen, M.
Sashegyi, A.
VALUE IN HEALTH, 2023, 26 (12) : S411 - S411
[5] Uncertain about uncertainty in matching-adjusted indirect comparisons? A simulation study to compare methods for variance estimation
Chandler, Conor O.
Proskorovsky, Irina
RESEARCH SYNTHESIS METHODS, 2024, 15 (06) : 1094 - 1110
[6] EVALUATING THE IMPACT OF WEIGHTED SAMPLE SIZE ON MATCHING ADJUSTED INDIRECT TREATMENT COMPARISONS BETWEEN TRIALS WITH TIME-TO-EVENT OUTCOME: A SIMULATION STUDY
Ho, H. Y.
Tremblay, G.
Daniele, P.
VALUE IN HEALTH, 2022, 25 (07) : S518 - S518
[7] Comparison of survival outcomes between dostarlimab and comparator treatments (tx) in patients (pts) with advanced/recurrent (A/R) endometrial cancer (EC) in England: Matching-adjusted indirect comparisons (MAICs).
Goulden, Scott
Heffernan, Kiera
Sen Nikitas, Fulya
Shukla, Urmi
Knott, Craig
Hunger, Matthias
Pahwa, Ankit
Schade, Rene
JOURNAL OF CLINICAL ONCOLOGY, 2022, 40 (16) : E17534 - E17534
[8] COMPARING G-COMPUTATION, PROPENSITY SCORE-BASED WEIGHTING, AND TARGETED MAXIMUM LIKELIHOOD ESTIMATION FOR ANALYZING EXTERNALLY CONTROLLED TRIALS WITH AN UNMEASURED CONFOUNDER: A SIMULATION STUDY
Ren, J.
Cislo, P.
Cappelleri, J. C.
Hlavacek, P.
DiBonaventura, M.
VALUE IN HEALTH, 2022, 25 (07) : S293 - S293
[9] Matching-adjusted indirect treatment comparisons (MAIC) of sotorasib vs trifluridine/tipiracil (T/T) and regorafenib as monotherapy in chemorefractory KRAS G12C-mutated metastatic colorectal cancer (mCRC)
Price, Timothy Jay
Kopetz, Scott
Kuboki, Yasutoshi
Prenen, Hans
Majer, Istvan Matyas
Rehn, Marko
Chan, Emily
Fakih, Marwan
JOURNAL OF CLINICAL ONCOLOGY, 2023, 41 (16)
[10] Comparing g-computation, propensity score-based weighting, and targeted maximum likelihood estimation for analyzing externally controlled trials with both measured and unmeasured confounders: a simulation study
Ren, Jinma
Cislo, Paul
Cappelleri, Joseph C. C.
Hlavacek, Patrick
DiBonaventura, Marco
BMC MEDICAL RESEARCH METHODOLOGY, 2023, 23 (01)

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