The adoptr package: adaptive optimal designs for clinical trials in R
Even though adaptive two-stage designs with unblinded interim analyses are becoming increasingly popular in clinical trial designs, there is a lack of statistical software to make their application more straightforward. The package adoptr fills this gap for the common case of two-stage one- or two-a...
Saved in:
| Main Authors: | , , , , |
|---|---|
| Format: | Article (Journal) |
| Language: | English |
| Published: |
2021-06-28
|
| In: |
Journal of statistical software
Year: 2021, Volume: 98, Issue: 9, Pages: 1-21 |
| ISSN: | 1548-7660 |
| DOI: | 10.18637/jss.v098.i09 |
| Online Access: | Verlag, lizenzpflichtig, Volltext: https://doi.org/10.18637/jss.v098.i09 Verlag, lizenzpflichtig, Volltext: https://www.jstatsoft.org/index.php/jss/article/view/v098i09 |
| Author Notes: | Kevin Kunzmann, Maximilian Pilz, Carolin Herrmann, Geraldine Rauch, Meinhard Kieser |
MARC
| LEADER | 00000caa a2200000 c 4500 | ||
|---|---|---|---|
| 001 | 1771040521 | ||
| 003 | DE-627 | ||
| 005 | 20240206074601.0 | ||
| 007 | cr uuu---uuuuu | ||
| 008 | 210920s2021 xx |||||o 00| ||eng c | ||
| 024 | 7 | |a 10.18637/jss.v098.i09 |2 doi | |
| 035 | |a (DE-627)1771040521 | ||
| 035 | |a (DE-599)KXP1771040521 | ||
| 035 | |a (OCoLC)1341421108 | ||
| 040 | |a DE-627 |b ger |c DE-627 |e rda | ||
| 041 | |a eng | ||
| 084 | |a 33 |2 sdnb | ||
| 100 | 1 | |a Kunzmann, Kevin |d 1988- |e VerfasserIn |0 (DE-588)1109931751 |0 (DE-627)86460789X |0 (DE-576)475679687 |4 aut | |
| 245 | 1 | 4 | |a The adoptr package |b adaptive optimal designs for clinical trials in R |c Kevin Kunzmann, Maximilian Pilz, Carolin Herrmann, Geraldine Rauch, Meinhard Kieser |
| 264 | 1 | |c 2021-06-28 | |
| 300 | |a 21 | ||
| 336 | |a Text |b txt |2 rdacontent | ||
| 337 | |a Computermedien |b c |2 rdamedia | ||
| 338 | |a Online-Ressource |b cr |2 rdacarrier | ||
| 500 | |a Gesehen am 20.09.2021 | ||
| 520 | |a Even though adaptive two-stage designs with unblinded interim analyses are becoming increasingly popular in clinical trial designs, there is a lack of statistical software to make their application more straightforward. The package adoptr fills this gap for the common case of two-stage one- or two-arm trials with (approximately) normally distributed outcomes. In contrast to previous approaches, adoptr optimizes the entire design upfront which allows maximal efficiency. To facilitate experimentation with different objective functions, adoptr supports a flexible way of specifying both (composite) objective scores and (conditional) constraints by the user. Special emphasis was put on providing measures to aid practitioners with the validation process of the package. | ||
| 650 | 4 | |a clinical trials | |
| 650 | 4 | |a optimal design | |
| 650 | 4 | |a R | |
| 700 | 1 | |a Pilz, Maximilian |d 1993- |e VerfasserIn |0 (DE-588)1193938732 |0 (DE-627)1675681511 |4 aut | |
| 700 | 1 | |a Herrmann, Carolin |e VerfasserIn |0 (DE-588)121051401X |0 (DE-627)1698554737 |4 aut | |
| 700 | 1 | |a Rauch, Geraldine |e VerfasserIn |0 (DE-588)139823492 |0 (DE-627)61378944X |0 (DE-576)313422923 |4 aut | |
| 700 | 1 | |a Kieser, Meinhard |d 1960- |e VerfasserIn |0 (DE-588)103276547X |0 (DE-627)739277766 |0 (DE-576)168963825 |4 aut | |
| 773 | 0 | 8 | |i Enthalten in |t Journal of statistical software |d Los Angeles, Calif. : UCLA, Dept. of Statistics, 1996 |g 98(2021), 9, Seite 1-21 |h Online-Ressource |w (DE-627)313105669 |w (DE-600)2010240-9 |w (DE-576)281192634 |x 1548-7660 |7 nnas |a The adoptr package adaptive optimal designs for clinical trials in R |
| 773 | 1 | 8 | |g volume:98 |g year:2021 |g number:9 |g pages:1-21 |g extent:21 |a The adoptr package adaptive optimal designs for clinical trials in R |
| 856 | 4 | 0 | |u https://doi.org/10.18637/jss.v098.i09 |x Verlag |x Resolving-System |z lizenzpflichtig |3 Volltext |
| 856 | 4 | 0 | |u https://www.jstatsoft.org/index.php/jss/article/view/v098i09 |x Verlag |z lizenzpflichtig |3 Volltext |
| 951 | |a AR | ||
| 992 | |a 20210920 | ||
| 993 | |a Article | ||
| 994 | |a 2021 | ||
| 998 | |g 103276547X |a Kieser, Meinhard |m 103276547X:Kieser, Meinhard |d 910000 |d 911800 |e 910000PK103276547X |e 911800PK103276547X |k 0/910000/ |k 1/910000/911800/ |p 5 |y j | ||
| 998 | |g 139823492 |a Rauch, Geraldine |m 139823492:Rauch, Geraldine |d 50000 |e 50000PR139823492 |k 0/50000/ |p 4 | ||
| 998 | |g 1193938732 |a Pilz, Maximilian |m 1193938732:Pilz, Maximilian |d 50000 |e 50000PP1193938732 |k 0/50000/ |p 2 | ||
| 998 | |g 1109931751 |a Kunzmann, Kevin |m 1109931751:Kunzmann, Kevin |d 50000 |e 50000PK1109931751 |k 0/50000/ |p 1 |x j | ||
| 999 | |a KXP-PPN1771040521 |e 3979384985 | ||
| BIB | |a Y | ||
| SER | |a journal | ||
| JSO | |a {"note":["Gesehen am 20.09.2021"],"type":{"bibl":"article-journal","media":"Online-Ressource"},"origin":[{"dateIssuedDisp":"2021-06-28","dateIssuedKey":"2021"}],"title":[{"title_sort":"adoptr package","subtitle":"adaptive optimal designs for clinical trials in R","title":"The adoptr package"}],"language":["eng"],"person":[{"family":"Kunzmann","display":"Kunzmann, Kevin","given":"Kevin","role":"aut"},{"family":"Pilz","display":"Pilz, Maximilian","role":"aut","given":"Maximilian"},{"family":"Herrmann","display":"Herrmann, Carolin","given":"Carolin","role":"aut"},{"given":"Geraldine","role":"aut","display":"Rauch, Geraldine","family":"Rauch"},{"display":"Kieser, Meinhard","family":"Kieser","role":"aut","given":"Meinhard"}],"id":{"doi":["10.18637/jss.v098.i09"],"eki":["1771040521"]},"relHost":[{"disp":"The adoptr package adaptive optimal designs for clinical trials in RJournal of statistical software","language":["eng"],"part":{"extent":"21","volume":"98","year":"2021","pages":"1-21","text":"98(2021), 9, Seite 1-21","issue":"9"},"note":["Gesehen am 21.08.02"],"titleAlt":[{"title":"JSS"}],"origin":[{"dateIssuedDisp":"1996-","publisherPlace":"Los Angeles, Calif.","publisher":"UCLA, Dept. of Statistics","dateIssuedKey":"1996"}],"title":[{"title_sort":"Journal of statistical software","title":"Journal of statistical software"}],"type":{"media":"Online-Ressource","bibl":"periodical"},"recId":"313105669","pubHistory":["1.1996 -"],"physDesc":[{"extent":"Online-Ressource"}],"id":{"eki":["313105669"],"issn":["1548-7660"],"zdb":["2010240-9"]}}],"physDesc":[{"extent":"21 S."}],"name":{"displayForm":["Kevin Kunzmann, Maximilian Pilz, Carolin Herrmann, Geraldine Rauch, Meinhard Kieser"]},"recId":"1771040521"} | ||
| SRT | |a KUNZMANNKEADOPTRPACK2021 | ||