-
2
-
-
0043198343
-
Modern statistical methods for handling missing repeated measurements in obesity trials: beyond LOCF
-
Gadbury GL, Coffey CS, Allison DB. Modern statistical methods for handling missing repeated measurements in obesity trials: beyond LOCF. Obes Rev. 2003; 4: 175–184.
-
(2003)
Obes Rev.
, vol.4
, pp. 175-184
-
-
Gadbury, G.L.1
Coffey, C.S.2
Allison, D.B.3
-
3
-
-
46449124620
-
Handling drop-out in longitudinal clinical trials: a comparison of the LOCF and MMRM approaches
-
DOI: 10.1002/pst.267
-
Lane PW. Handling drop-out in longitudinal clinical trials: a comparison of the LOCF and MMRM approaches. Pharm Stat. (early view) 2007; DOI: 10.1002/pst.267.
-
(2007)
Pharm Stat. (early view)
-
-
Lane, P.W.1
-
4
-
-
33745024041
-
Attrition in randomized controlled clinical trials: methodological issues in psychopharmacology
-
Leon AC, Mallinckrodt CH, Chuang-Stein C, Archibald DG, Archer GE, Chartier K. Attrition in randomized controlled clinical trials: methodological issues in psychopharmacology. Biol Psychiatry. 2006; 59: 1001–1005.
-
(2006)
Biol Psychiatry.
, vol.59
, pp. 1001-1005
-
-
Leon, A.C.1
Mallinckrodt, C.H.2
Chuang-Stein, C.3
Archibald, D.G.4
Archer, G.E.5
Chartier, K.6
-
5
-
-
10644222277
-
Analyzing incomplete longitudinal clinical trial data
-
Molenberghs G, Thijs H, Jansen I, et al Analyzing incomplete longitudinal clinical trial data. Biostatistics. 2004; 5: 445–464.
-
(2004)
Biostatistics.
, vol.5
, pp. 445-464
-
-
Molenberghs, G.1
Thijs, H.2
Jansen, I.3
-
6
-
-
0036399487
-
Comparison of alternative strategies for analysis of longitudinal trials with dropouts
-
Liu G, Gould AL. Comparison of alternative strategies for analysis of longitudinal trials with dropouts. J Biopharm Stat. 2002; 12: 207–226.
-
(2002)
J Biopharm Stat.
, vol.12
, pp. 207-226
-
-
Liu, G.1
Gould, A.L.2
-
7
-
-
0034934721
-
Accounting for dropout bias using mixed-effects models
-
Mallinckrodt CH, Clark WS, David SR. Accounting for dropout bias using mixed-effects models. J Biopharm Stat. 2001; 11(1–2):9–21.
-
(2001)
J Biopharm Stat.
, vol.11
, Issue.1–2
, pp. 9-21
-
-
Mallinckrodt, C.H.1
Clark, W.S.2
David, S.R.3
-
8
-
-
0035739468
-
Type I error rates from mixed effects model repeated measures versus fixed effects ANOVA with missing values imputed via last observation carried forward
-
Mallinckrodt CH, Clark WS, David SR. Type I error rates from mixed effects model repeated measures versus fixed effects ANOVA with missing values imputed via last observation carried forward. Drug Inf J. 2001; 35: 1215–1225.
-
(2001)
Drug Inf J.
, vol.35
, pp. 1215-1225
-
-
Mallinckrodt, C.H.1
Clark, W.S.2
David, S.R.3
-
9
-
-
0038147534
-
Assessing and interpreting treatment effects in longitudinal clinical trials with missing data
-
Mallinckrodt CH, Sanger TM, Dube S, et al Assessing and interpreting treatment effects in longitudinal clinical trials with missing data. Biol Psychiatry. 2003; 53: 754–760.
-
(2003)
Biol Psychiatry.
, vol.53
, pp. 754-760
-
-
Mallinckrodt, C.H.1
Sanger, T.M.2
Dube, S.3
-
10
-
-
0037273401
-
Assessing response profiles from incomplete longitudinal clinical trial data under regulatory considerations
-
Mallinckrodt CH, Clark SW, Carroll RJ, Molenberghs G. Assessing response profiles from incomplete longitudinal clinical trial data under regulatory considerations. J Biopharm Stat. 2003; 13: 179–190.
-
(2003)
J Biopharm Stat.
, vol.13
, pp. 179-190
-
-
Mallinckrodt, C.H.1
Clark, S.W.2
Carroll, R.J.3
Molenberghs, G.4
-
11
-
-
33644630414
-
The effect of correlation structure on treatment contrasts estimated from incomplete clinical trial data with likelihood-based repeated measures compared with last observation carried forward ANOVA
-
Mallinckrodt CH, Kaiser CJ, Watkin JG, Molenberghs G, Carroll RJ. The effect of correlation structure on treatment contrasts estimated from incomplete clinical trial data with likelihood-based repeated measures compared with last observation carried forward ANOVA. Clin Trials. 2004; 1: 477–489.
-
(2004)
Clin Trials.
, vol.1
, pp. 477-489
-
-
Mallinckrodt, C.H.1
Kaiser, C.J.2
Watkin, J.G.3
Molenberghs, G.4
Carroll, R.J.5
-
12
-
-
10644236148
-
Type I error rates from likelihood-based repeated measures analyses of incomplete longitudinal data
-
Mallinckrodt CH, Kaiser CJ, Watkin JG, Detke MJ, Molenberghs G, Carroll RJ. Type I error rates from likelihood-based repeated measures analyses of incomplete longitudinal data. Pharm Stat. 2004; 3: 171–186.
-
(2004)
Pharm Stat.
, vol.3
, pp. 171-186
-
-
Mallinckrodt, C.H.1
Kaiser, C.J.2
Watkin, J.G.3
Detke, M.J.4
Molenberghs, G.5
Carroll, R.J.6
-
13
-
-
12944268752
-
The efficacy of duloxetine: a comprehensive summary of results from MMRM and LOCF_ANOVA in eight clinical trials
-
Mallinckrodt CH, Raskin J, Wohlreich MM, Watkin JG, Detke MJ. The efficacy of duloxetine: a comprehensive summary of results from MMRM and LOCF_ANOVA in eight clinical trials. BMC Psychiatry. 2004; 4: 26.
-
(2004)
BMC Psychiatry.
, vol.4
, pp. 26
-
-
Mallinckrodt, C.H.1
Raskin, J.2
Wohlreich, M.M.3
Watkin, J.G.4
Detke, M.J.5
-
14
-
-
33646235896
-
A local influence sensitivity analysis for incomplete longitudinal depression data
-
Shen S, Beunckens C, Mallinckrodt C, Molenberghs G. A local influence sensitivity analysis for incomplete longitudinal depression data. J Biopharm Stat. 2006; 16: 365–384.
-
(2006)
J Biopharm Stat.
, vol.16
, pp. 365-384
-
-
Shen, S.1
Beunckens, C.2
Mallinckrodt, C.3
Molenberghs, G.4
-
15
-
-
0030670430
-
Using the general linear mixed model to analyse unbalanced repeated measures and longitudinal data
-
Cnaan A, Laird NM, Slasor P. Using the general linear mixed model to analyse unbalanced repeated measures and longitudinal data. Stat Med. 1997; 16: 2349–2380.
-
(1997)
Stat Med.
, vol.16
, pp. 2349-2380
-
-
Cnaan, A.1
Laird, N.M.2
Slasor, P.3
-
18
-
-
0017133178
-
Inference and missing data
-
Rubin DB. Inference and missing data. Biometrika. 1976; 63: 581–592.
-
(1976)
Biometrika.
, vol.63
, pp. 581-592
-
-
Rubin, D.B.1
-
19
-
-
84950452119
-
Modeling the drop-out mechanism in repeated measures studies
-
Little RJA. Modeling the drop-out mechanism in repeated measures studies. J Am Stat Assoc. 1995; 90: 1112–1121.
-
(1995)
J Am Stat Assoc.
, vol.90
, pp. 1112-1121
-
-
Little, R.J.A.1
-
20
-
-
0026567394
-
Clinical trials in psychiatry: should protocol deviation censor patient data?
-
Lavori PW. Clinical trials in psychiatry: should protocol deviation censor patient data? Neuropsychopharmacology. 1992; 6: 39–48.
-
(1992)
Neuropsychopharmacology.
, vol.6
, pp. 39-48
-
-
Lavori, P.W.1
-
21
-
-
0020333131
-
Random-effects models for longitudinal data
-
Laird NM, Ware JH. Random-effects models for longitudinal data. Biometrics. 1982; 38: 963–974.
-
(1982)
Biometrics.
, vol.38
, pp. 963-974
-
-
Laird, N.M.1
Ware, J.H.2
-
22
-
-
0030460385
-
Intent-to-treat analysis for longitudinal studies with drop-outs
-
Little R, Yau L. Intent-to-treat analysis for longitudinal studies with drop-outs. Biometrics. 1996; 52: 1324–1333.
-
(1996)
Biometrics.
, vol.52
, pp. 1324-1333
-
-
Little, R.1
Yau, L.2
-
23
-
-
0027265386
-
Some conceptual and statistical issues in analysis of longitudinal psychiatric data. Application to the NIMH Treatment of Depression Collaborative Research Program dataset
-
Gibbons RD, Hedeker D, Elkin I, et al Some conceptual and statistical issues in analysis of longitudinal psychiatric data. Application to the NIMH Treatment of Depression Collaborative Research Program dataset. Arch Gen Psychiatry. 1993; 50: 739–750.
-
(1993)
Arch Gen Psychiatry.
, vol.50
, pp. 739-750
-
-
Gibbons, R.D.1
Hedeker, D.2
Elkin, I.3
-
24
-
-
0027090197
-
Statistical handling of drop-outs in longitudinal clinical trials
-
Heyting A, Tolboom JT, Essers JG. Statistical handling of drop-outs in longitudinal clinical trials. Stat Med. 1992; 11: 2043–2061.
-
(1992)
Stat Med.
, vol.11
, pp. 2043-2061
-
-
Heyting, A.1
Tolboom, J.T.2
Essers, J.G.3
-
25
-
-
0029157096
-
A multiple imputation strategy for clinical trials with truncation of patient data
-
Lavori PW, Dawson R, Shera D. A multiple imputation strategy for clinical trials with truncation of patient data. Stat Med. 1995; 14: 1913–1925.
-
(1995)
Stat Med.
, vol.14
, pp. 1913-1925
-
-
Lavori, P.W.1
Dawson, R.2
Shera, D.3
-
26
-
-
0031729840
-
A comparison of the random-effects pattern mixture model with last-observation-carried-forward (LOCF) analysis in longitudinal clinical trials with dropouts
-
Siddiqui O, Ali MW. A comparison of the random-effects pattern mixture model with last-observation-carried-forward (LOCF) analysis in longitudinal clinical trials with dropouts. J Biopharm Stat. 1998; 8: 545–563.
-
(1998)
J Biopharm Stat.
, vol.8
, pp. 545-563
-
-
Siddiqui, O.1
Ali, M.W.2
-
27
-
-
0041633671
-
Last observation carry-forward and last observation analysis
-
Shao J, Zhong B. Last observation carry-forward and last observation analysis. Stat Med. 2003; 22: 2429–2441.
-
(2003)
Stat Med.
, vol.22
, pp. 2429-2441
-
-
Shao, J.1
Zhong, B.2
-
28
-
-
5044227532
-
Last observation carry-forward and last observation analysis. Letter to the Editor
-
Carpenter J, Kenward M, Evans S, White I. Last observation carry-forward and last observation analysis. Letter to the Editor. Stat Med. 2004; 23: 3241–3244.
-
(2004)
Stat Med.
, vol.23
, pp. 3241-3244
-
-
Carpenter, J.1
Kenward, M.2
Evans, S.3
White, I.4
-
29
-
-
4444283472
-
Marginal analysis of incomplete longitudinal binary data: a cautionary note on LOCF imputation
-
Cook RJ, Zeng L, Yi GY. Marginal analysis of incomplete longitudinal binary data: a cautionary note on LOCF imputation. Biometrics. 2004; 60: 820–828.
-
(2004)
Biometrics.
, vol.60
, pp. 820-828
-
-
Cook, R.J.1
Zeng, L.2
Yi, G.Y.3
-
31
-
-
27744601796
-
Direct likelihood analysis versus simple forms of imputation for missing data in randomized clinical trials
-
Beunckens C, Molenberghs G, Kenward MG. Direct likelihood analysis versus simple forms of imputation for missing data in randomized clinical trials. Clin Trials. 2005; 2: 379–386.
-
(2005)
Clin Trials.
, vol.2
, pp. 379-386
-
-
Beunckens, C.1
Molenberghs, G.2
Kenward, M.G.3
-
32
-
-
84950419706
-
Handling “don't know” survey responses: the case of the Slovenian plebiscite
-
Rubin DB, Stern HS, Vehovar V. Handling “don't know” survey responses: the case of the Slovenian plebiscite. J Am Stat Assoc. 1995; 90: 822–828.
-
(1995)
J Am Stat Assoc.
, vol.90
, pp. 822-828
-
-
Rubin, D.B.1
Stern, H.S.2
Vehovar, V.3
-
33
-
-
0033020351
-
-
Hill JO, Hauptman J, Anderson JW, Fujioka K. O'Neil PM, Smith DK, Zavoral JH, Aronne LJ. Orlistat, a lipase inhibitor, for weight maintenance after conventional dieting: a 1 -yr study. Am J Clin Nutr. 1999; 69: 1108–1116.
-
(1999)
Am J Clin Nutr.
, vol.69
, pp. 1108-1116
-
-
Hill, J.O.1
Hauptman, J.2
Anderson, J.W.3
Fujioka, K.4
-
34
-
-
0003244085
-
Longitudinal data analysis of continuous and discrete responses for pre-post designs
-
Liang K, Zeger S. Longitudinal data analysis of continuous and discrete responses for pre-post designs. Sankhya: Indian J Stat. 2000; 62(Series B):134–148.
-
(2000)
Sankhya: Indian J Stat.
, vol.62
, Issue.Series B
, pp. 134-148
-
-
Liang, K.1
Zeger, S.2
-
35
-
-
0001986642
-
The analysis of longitudinal ordinal data with non-random dropout
-
Molenberghs G, Kenward MG, Lesaffre E. The analysis of longitudinal ordinal data with non-random dropout. Biometrika. 1997; 84: 33–44.
-
(1997)
Biometrika.
, vol.84
, pp. 33-44
-
-
Molenberghs, G.1
Kenward, M.G.2
Lesaffre, E.3
-
36
-
-
0002373852
-
Discussion to Diggle PJ, Kenward MG. Informative dropout in longitudinal data analysis
-
Laird NM. Discussion to Diggle PJ, Kenward MG. Informative dropout in longitudinal data analysis. Appl Stat. 1994; 43: 84.
-
(1994)
Appl Stat.
, vol.43
, pp. 84
-
-
Laird, N.M.1
-
37
-
-
0002373853
-
Discussion to Diggle PJ, Kenward MG. Informative dropout in longitudinal data analysis
-
Rubin DB. Discussion to Diggle PJ, Kenward MG. Informative dropout in longitudinal data analysis. Appl Stat. 1994; 43: 80–82.
-
(1994)
Appl Stat.
, vol.43
, pp. 80-82
-
-
Rubin, D.B.1
-
38
-
-
0002627582
-
Inference for non-random samples (with discussion)
-
Copas JB, Li HG. Inference for non-random samples (with discussion). J Royal Stat Soc B. 1997; 59: 55–96.
-
(1997)
J Royal Stat Soc B.
, vol.59
, pp. 55-96
-
-
Copas, J.B.1
Li, H.G.2
-
39
-
-
0002276308
-
Assessment and propagation of model uncertainty (with discussion)
-
Draper D. Assessment and propagation of model uncertainty (with discussion). J Royal Stat Soc B. 1995; 57: 45–97.
-
(1995)
J Royal Stat Soc B.
, vol.57
, pp. 45-97
-
-
Draper, D.1
-
40
-
-
0032534724
-
Selection models for repeated measurements with non-random dropout: an illustration of sensitivity
-
Kenward MG. Selection models for repeated measurements with non-random dropout: an illustration of sensitivity. Stat Med. 1998; 17: 2723–2732.
-
(1998)
Stat Med.
, vol.17
, pp. 2723-2732
-
-
Kenward, M.G.1
-
41
-
-
4243828610
-
Informative dropout in longitudinal data analysis (with discussion)
-
Diggle PD, Kenward MG. Informative dropout in longitudinal data analysis (with discussion). Appl Stat. 1994; 43: 49–93.
-
(1994)
Appl Stat.
, vol.43
, pp. 49-93
-
-
Diggle, P.D.1
Kenward, M.G.2
-
42
-
-
0032264836
-
Semiparametric regression for repeated outcomes with nonignorable nonresponse
-
Rotnitzky A, Robins JM, Scharfstein DO. Semiparametric regression for repeated outcomes with nonignorable nonresponse. J Am Stat Assoc. 1998; 93: 1321–1339.
-
(1998)
J Am Stat Assoc.
, vol.93
, pp. 1321-1339
-
-
Rotnitzky, A.1
Robins, J.M.2
Scharfstein, D.O.3
-
43
-
-
21144483152
-
Pattern-mixture models for multivariate incomplete data
-
Little RJA. Pattern-mixture models for multivariate incomplete data. J Am Stat Assoc. 1993; 88: 125–134.
-
(1993)
J Am Stat Assoc.
, vol.88
, pp. 125-134
-
-
Little, R.J.A.1
-
44
-
-
77956890002
-
A class of pattern-mixture models for normal incomplete data
-
Little RJA. A class of pattern-mixture models for normal incomplete data. Biometrika. 1994; 81: 471–483.
-
(1994)
Biometrika.
, vol.81
, pp. 471-483
-
-
Little, R.J.A.1
-
45
-
-
0023921412
-
Estimation and comparison of changes in the presence of informative right censoring by modeling the censoring process
-
Wu MC, Carroll RJ. Estimation and comparison of changes in the presence of informative right censoring by modeling the censoring process. Biometrics. 1988; 44: 175–188.
-
(1988)
Biometrics.
, vol.44
, pp. 175-188
-
-
Wu, M.C.1
Carroll, R.J.2
-
46
-
-
0031944647
-
Pulkstenis EP, Landis JR. Mixed effects logistic regression models for longitudinal binary response data with informative drop-out
-
Ten Have TR, Kunselman AR. Pulkstenis EP, Landis JR. Mixed effects logistic regression models for longitudinal binary response data with informative drop-out. Biometrics. 1998; 54: 367–383.
-
(1998)
Biometrics.
, vol.54
, pp. 367-383
-
-
Ten Have, T.R.1
Kunselman, A.R.2
-
47
-
-
0024438062
-
Estimation and comparison of changes in the presence of informative right censoring: conditional linear model
-
Wu MC, Bailey KR. Estimation and comparison of changes in the presence of informative right censoring: conditional linear model. Biometrics. 1989; 45: 939–955.
-
(1989)
Biometrics.
, vol.45
, pp. 939-955
-
-
Wu, M.C.1
Bailey, K.R.2
-
48
-
-
0026511322
-
Application of empirical Bayes inference to estimation of rate of change in the presence of informative right censoring
-
Mori M, Woodworth GG, Woolson RF. Application of empirical Bayes inference to estimation of rate of change in the presence of informative right censoring. Stat Med. 1992; 11: 621–631.
-
(1992)
Stat Med.
, vol.11
, pp. 621-631
-
-
Mori, M.1
Woodworth, G.G.2
Woolson, R.F.3
-
49
-
-
0029028456
-
An approximate generalized linear model with random effects for informative missing data
-
Follmann D, Wu M. An approximate generalized linear model with random effects for informative missing data. Biometrics. 1995; 51: 151–168.
-
(1995)
Biometrics.
, vol.51
, pp. 151-168
-
-
Follmann, D.1
Wu, M.2
-
50
-
-
0035755636
-
A comparison of inclusive and restrictive strategies in modern missing data procedures
-
Collins LM, Schafer JL, Kam CM. A comparison of inclusive and restrictive strategies in modern missing data procedures. Psychol Methods. 2001; 6: 330–351.
-
(2001)
Psychol Methods.
, vol.6
, pp. 330-351
-
-
Collins, L.M.1
Schafer, J.L.2
Kam, C.M.3
-
51
-
-
29544452758
-
Multiple imputation compared with restricted pseudo-likelihood and generalized estimating equations for analysis of binary repeated measures in clinical studies
-
Lipkovich I, Duan Y, Ahmed S. Multiple imputation compared with restricted pseudo-likelihood and generalized estimating equations for analysis of binary repeated measures in clinical studies. Pharm Stat 2005; 4: 267–285.
-
(2005)
Pharm Stat
, vol.4
, pp. 267-285
-
-
Lipkovich, I.1
Duan, Y.2
Ahmed, S.3
-
52
-
-
0035648116
-
Local influence for incomplete-data models
-
Zhu HT, Lee SY. Local influence for incomplete-data models. J Royal Stat Soc B. 2001; 63: 111–126.
-
(2001)
J Royal Stat Soc B.
, vol.63
, pp. 111-126
-
-
Zhu, H.T.1
Lee, S.Y.2
-
53
-
-
0035102436
-
Sensitivity analysis for nonrandom dropout: a local influence approach
-
Verbeke G, Molenberghs G, Thijs H, Lesaffre E, Kenward MG. Sensitivity analysis for nonrandom dropout: a local influence approach. Biometrics. 2001; 57: 7–14.
-
(2001)
Biometrics.
, vol.57
, pp. 7-14
-
-
Verbeke, G.1
Molenberghs, G.2
Thijs, H.3
Lesaffre, E.4
Kenward, M.G.5
-
54
-
-
0034557672
-
The milk protein trial: influence analysis of the dropout process
-
Thijs H, Molenberghs G, Verbeke G. The milk protein trial: influence analysis of the dropout process. Biometric J. 2000; 42: 617–646.
-
(2000)
Biometric J.
, vol.42
, pp. 617-646
-
-
Thijs, H.1
Molenberghs, G.2
Verbeke, G.3
-
55
-
-
0035963906
-
Mastitis in dairy cattle: local influence to assess sensitivity of the dropout process
-
Molenberghs G, Verbeke G, Thijs H, Lesaffre E, Kenward M. Mastitis in dairy cattle: local influence to assess sensitivity of the dropout process. Comput Stat Data Anal. 2001; 37: 93–113.
-
(2001)
Comput Stat Data Anal.
, vol.37
, pp. 93-113
-
-
Molenberghs, G.1
Verbeke, G.2
Thijs, H.3
Lesaffre, E.4
Kenward, M.5
-
56
-
-
12344335515
-
An index of local sensitivity to nonignorability
-
Troxel AB, Ma G, Heitjan DF. An index of local sensitivity to nonignorability. Statistica Sinica. 2004; 14: 1221–1237.
-
(2004)
Statistica Sinica.
, vol.14
, pp. 1221-1237
-
-
Troxel, A.B.1
Ma, G.2
Heitjan, D.F.3
-
57
-
-
21844459497
-
An index of local sensitivity to nonignorable drop-out in longitudinal modeling
-
Ma G, Troxel AB, Heitjan DF. An index of local sensitivity to nonignorable drop-out in longitudinal modeling. Stat Med. 2005; 24: 2129–2150.
-
(2005)
Stat Med.
, vol.24
, pp. 2129-2150
-
-
Ma, G.1
Troxel, A.B.2
Heitjan, D.F.3
-
58
-
-
14944360441
-
Missing-data methods for generalized linear models: a comparative review
-
Ibrahim JG, Chen MH, Lipsitz SR, Herring AH. Missing-data methods for generalized linear models: a comparative review. J Am Stat Assoc. 2005; 100: 332–346.
-
(2005)
J Am Stat Assoc.
, vol.100
, pp. 332-346
-
-
Ibrahim, J.G.1
Chen, M.H.2
Lipsitz, S.R.3
Herring, A.H.4
|