-
2
-
-
65549155762
-
Modeling certainty with clustered data: A comparison of methods
-
Arceneaux K., Nickerson D. W., (2009). Modeling certainty with clustered data: A comparison of methods. Political Analysis, 17, 177-190. doi:10.1093/pan/mpp004
-
(2009)
Political Analysis
, vol.17
, pp. 177-190
-
-
Arceneaux, K.1
Nickerson, D.W.2
-
3
-
-
84943645306
-
Fitting linear mixed-effects models using lme4
-
Bates D., Mächler M., Bolker B., Walker S., (2015). Fitting linear mixed-effects models using lme4. Journal of Statistical Software, 67, 1-48. doi:10.18637/jss.v067.i01
-
(2015)
Journal of Statistical Software
, vol.67
, pp. 1-48
-
-
Bates, D.1
Mächler, M.2
Bolker, B.3
Walker, S.4
-
4
-
-
84894161242
-
How low can you go?
-
Bell B. A., Morgan G. B., Schoeneberger J. A., Kromrey J. D., Ferron J. M., (2014). How low can you go?Methodology, 10, 1-11. doi:10.1027/1614-2241/a000062
-
(2014)
Methodology
, vol.10
, pp. 1-11
-
-
Bell, B.A.1
Morgan, G.B.2
Schoeneberger, J.A.3
Kromrey, J.D.4
Ferron, J.M.5
-
5
-
-
34248348703
-
Bias reduction in standard errors for linear regression with multi-stage samples
-
Bell R., McCaffrey D., (2002). Bias reduction in standard errors for linear regression with multi-stage samples. Survey Methodology, 28, 169-182.
-
(2002)
Survey Methodology
, vol.28
, pp. 169-182
-
-
Bell, R.1
McCaffrey, D.2
-
6
-
-
49749101681
-
Bootstrap-based improvements for inference with clustered errors
-
Cameron A. C., Gelbach J. B., Miller D. L., (2008). Bootstrap-based improvements for inference with clustered errors. Review of Economics and Statistics, 90, 414-427. doi:10.1162/rest.90.3.414
-
(2008)
Review of Economics and Statistics
, vol.90
, pp. 414-427
-
-
Cameron, A.C.1
Gelbach, J.B.2
Miller, D.L.3
-
7
-
-
84929658686
-
A practitioner’s guide to cluster-robust inference
-
Cameron A. C., Miller D. L., (2015). A practitioner’s guide to cluster-robust inference. Journal of Human Resources, 50, 317-372. doi:10.3368/jhr.50.2.317
-
(2015)
Journal of Human Resources
, vol.50
, pp. 317-372
-
-
Cameron, A.C.1
Miller, D.L.2
-
9
-
-
47949122241
-
When can group level clustering be ignored? Multilevel models versus single-level models with sparse data
-
Clarke P., (2008). When can group level clustering be ignored? Multilevel models versus single-level models with sparse data. Journal of Epidemiology and Community Health, 62, 752-758. doi:10.1136/jech.2007.060798
-
(2008)
Journal of Epidemiology and Community Health
, vol.62
, pp. 752-758
-
-
Clarke, P.1
-
10
-
-
0003519438
-
-
Mahwah, NJ, Lawrence Erlbaum
-
Cohen J., Cohen P., West S. G., Aiken L. S., (2003). Applied multiple regression/correlation analysis for the behavioral sciences. Mahwah, NJ: Lawrence Erlbaum.
-
(2003)
Applied multiple regression/correlation analysis for the behavioral sciences
-
-
Cohen, J.1
Cohen, P.2
West, S.G.3
Aiken, L.S.4
-
11
-
-
79960900782
-
Direct and extended vocabulary instruction in kindergarten: Investigating transfer effects
-
Coyne M. D., McCoach D. B., Loftus S., Zipoli R., Jr. Ruby M., Crevecoeur Y. C., Kapp S., (2010). Direct and extended vocabulary instruction in kindergarten: Investigating transfer effects. Journal of Research on Educational Effectiveness, 3, 93-120.
-
(2010)
Journal of Research on Educational Effectiveness
, vol.3
, pp. 93-120
-
-
Coyne, M.D.1
McCoach, D.B.2
Loftus, S.3
Zipoli, R.4
Ruby, M.5
Crevecoeur, Y.C.6
Kapp, S.7
-
12
-
-
79551539486
-
Effect of a quality-improvement intervention on end-of-life care in the intensive care unit
-
Curtis J. R., Nielsen E. L., Treece P. D., Downey L., Dotolo D., Shannon S. E... Engelberg R. A., (2011). Effect of a quality-improvement intervention on end-of-life care in the intensive care unit. American Journal of Respiratory and Critical Care Medicine, 183, 348-355. doi:10.1164/rccm.201006-1004OC
-
(2011)
American Journal of Respiratory and Critical Care Medicine
, vol.183
, pp. 348-355
-
-
Curtis, J.R.1
Nielsen, E.L.2
Treece, P.D.3
Downey, L.4
Dotolo, D.5
Shannon, S.E.6
Engelberg, R.A.7
-
14
-
-
70349584335
-
Multilevel modeling: A review of methodological issues and applications
-
Dedrick R. F., Ferron J. M., Hess M. R., Hogarty K. Y., Kromrey J. D., Lang T. R... Lee R. S., (2009). Multilevel modeling: A review of methodological issues and applications. Review of Educational Research, 79, 69-102.
-
(2009)
Review of Educational Research
, vol.79
, pp. 69-102
-
-
Dedrick, R.F.1
Ferron, J.M.2
Hess, M.R.3
Hogarty, K.Y.4
Kromrey, J.D.5
Lang, T.R.6
Lee, R.S.7
-
15
-
-
84872413608
-
PowerUp!: A tool for calculating minimum detectable effect sizes and minimum required sample sizes for experimental and quasi-experimental design studies
-
Dong N., Maynard R., (2013). PowerUp!: A tool for calculating minimum detectable effect sizes and minimum required sample sizes for experimental and quasi-experimental design studies. Journal of Research on Educational Effectiveness, 6, 24-67. doi:10.1080/19345747.2012.673143
-
(2013)
Journal of Research on Educational Effectiveness
, vol.6
, pp. 24-67
-
-
Dong, N.1
Maynard, R.2
-
16
-
-
84878809129
-
Principled missing data methods for researchers
-
Dong Y., Peng C.-Y. J., (2013). Principled missing data methods for researchers. SpringerPlus, 2, 222. doi:10.1186/2193-1801-2-222
-
(2013)
SpringerPlus
, vol.2
, pp. 222
-
-
Dong, Y.1
Peng, C.Y.J.2
-
17
-
-
1442354585
-
Pitfalls of and controversies in cluster randomization trials
-
Donner A., Klar N., (2004). Pitfalls of and controversies in cluster randomization trials. American Journal of Public Health, 94, 416-422.
-
(2004)
American Journal of Public Health
, vol.94
, pp. 416-422
-
-
Donner, A.1
Klar, N.2
-
18
-
-
0002344794
-
Bootstrap methods: Another look at the jackknife
-
Efron B., (1979). Bootstrap methods: Another look at the jackknife. Annals of Statistics, 7, 1-26. doi:10.1214/aos/1176344552
-
(1979)
Annals of Statistics
, vol.7
, pp. 1-26
-
-
Efron, B.1
-
21
-
-
34548463099
-
Centering predictor variables in cross-sectional multilevel models: A new look at an old issue
-
Enders C. K., Tofighi D., (2007). Centering predictor variables in cross-sectional multilevel models: A new look at an old issue. Psychological Methods, 12, 121-138. doi:10.1037/1082-989X.12.2.121
-
(2007)
Psychological Methods
, vol.12
, pp. 121-138
-
-
Enders, C.K.1
Tofighi, D.2
-
23
-
-
12344267161
-
Use of the bootstrap in analysing cost data from cluster randomised trials: Some simulation results
-
Flynn T. N., Peters T. J., (2004). Use of the bootstrap in analysing cost data from cluster randomised trials: Some simulation results. BMC Health Services Research, 4, 33. doi:10.1186/1472-6963-4-33
-
(2004)
BMC Health Services Research
, vol.4
, pp. 33
-
-
Flynn, T.N.1
Peters, T.J.2
-
25
-
-
84957990791
-
Creating birds of similar feathers: Leveraging similarity to improve teacher–student relationships and academic achievement
-
Gehlbach H., Brinkworth M. E., King A. M., Hsu L. M., McIntyre J., Rogers T., (2016). Creating birds of similar feathers: Leveraging similarity to improve teacher–student relationships and academic achievement. Journal of Educational Psychology, 108, 342-352. doi:10.1037/edu0000042
-
(2016)
Journal of Educational Psychology
, vol.108
, pp. 342-352
-
-
Gehlbach, H.1
Brinkworth, M.E.2
King, A.M.3
Hsu, L.M.4
McIntyre, J.5
Rogers, T.6
-
27
-
-
30444457239
-
A primer for using and understanding weights with national datasets
-
Hahs-Vaughn D. L., (2005). A primer for using and understanding weights with national datasets. Journal of Experimental Education, 73, 221-248. doi:10.3200/JEXE.73.3.221-248
-
(2005)
Journal of Experimental Education
, vol.73
, pp. 221-248
-
-
Hahs-Vaughn, D.L.1
-
28
-
-
84907090576
-
A Kenward-Roger approximation and parametric bootstrap methods for tests in linear mixed models: The R package pbkrtest
-
Halekoh U., Højsgaard S., (2014). A Kenward-Roger approximation and parametric bootstrap methods for tests in linear mixed models: The R package pbkrtest. Journal of Statistical Software, 59, 1-32. doi:10.18637/jss.v059.i09
-
(2014)
Journal of Statistical Software
, vol.59
, pp. 1-32
-
-
Halekoh, U.1
Højsgaard, S.2
-
29
-
-
84982787201
-
Marketing vegetables in elementary school cafeterias to increase uptake
-
Hanks A. S., Just D. R., Brumberg A., (2016). Marketing vegetables in elementary school cafeterias to increase uptake. Pediatrics, 138. doi:10.1542/peds.2015-1720
-
(2016)
Pediatrics
, vol.138
-
-
Hanks, A.S.1
Just, D.R.2
Brumberg, A.3
-
30
-
-
79956266032
-
A bootstrap method for conducting statistical inference with clustered data
-
Harden J. J., (2011). A bootstrap method for conducting statistical inference with clustered data. State Politics & Policy Quarterly, 11, 223-246. doi:10.1177/1532440011406233
-
(2011)
State Politics & Policy Quarterly
, vol.11
, pp. 223-246
-
-
Harden, J.J.1
-
33
-
-
34247269174
-
Intraclass correlation values for planning group-randomized trials in education
-
Hedges L. V., Hedberg E. C., (2007). Intraclass correlation values for planning group-randomized trials in education. Educational Evaluation and Policy Analysis, 29, 60-87. doi:10.3102/0162373707299706
-
(2007)
Educational Evaluation and Policy Analysis
, vol.29
, pp. 60-87
-
-
Hedges, L.V.1
Hedberg, E.C.2
-
35
-
-
84947036889
-
Alternatives to multilevel modeling for the analysis of clustered data
-
Huang F., (2016). Alternatives to multilevel modeling for the analysis of clustered data. Journal of Experimental Education, 84, 175-196. doi:10.1080/00220973.2014.952397
-
(2016)
Journal of Experimental Education
, vol.84
, pp. 175-196
-
-
Huang, F.1
-
36
-
-
84906880121
-
Affect and overconfidence: A laboratory investigation
-
Ifcher J., Zarghamee H., (2014). Affect and overconfidence: A laboratory investigation. Journal of Neuroscience, Psychology, and Economics, 7, 125-150. doi:10.1037/npe0000022
-
(2014)
Journal of Neuroscience, Psychology, and Economics
, vol.7
, pp. 125-150
-
-
Ifcher, J.1
Zarghamee, H.2
-
37
-
-
84857380136
-
Impact of CONSORT extension for cluster randomised trials on quality of reporting and study methodology: Review of random sample of 300 trials, 2000-8
-
Ivers N. M., Taljaard M., Dixon S., Bennett C., McRae A., Taleban J... Donner A., (2011). Impact of CONSORT extension for cluster randomised trials on quality of reporting and study methodology: Review of random sample of 300 trials, 2000-8. BMJ, 343, d5886-d5886. doi:10.1136/bmj.d5886
-
(2011)
BMJ
, vol.343
, pp. d5886
-
-
Ivers, N.M.1
Taljaard, M.2
Dixon, S.3
Bennett, C.4
McRae, A.5
Taleban, J.6
Donner, A.7
-
38
-
-
0030880605
-
Small sample inference for fixed effects from restricted maximum likelihood
-
Kenward M. G., Roger J. H., (1997). Small sample inference for fixed effects from restricted maximum likelihood. Biometrics, 53, 983-997.
-
(1997)
Biometrics
, vol.53
, pp. 983-997
-
-
Kenward, M.G.1
Roger, J.H.2
-
40
-
-
84938968220
-
The instructor’s face in video instruction: Evidence from two large-scale field studies
-
Kizilcec R. F., Bailenson J. N., Gomez C. J., (2015). The instructor’s face in video instruction: Evidence from two large-scale field studies. Journal of Educational Psychology, 107, 724-739. doi:10.1037/edu0000013
-
(2015)
Journal of Educational Psychology
, vol.107
, pp. 724-739
-
-
Kizilcec, R.F.1
Bailenson, J.N.2
Gomez, C.J.3
-
43
-
-
84929045689
-
Examining the rule of thumb of not using multilevel modeling: The “design effect smaller than two” rule
-
Lai M. H. C., Kwok O., (2015). Examining the rule of thumb of not using multilevel modeling: The “design effect smaller than two” rule. Journal of Experimental Education, 83, 423-438. doi:10.1080/00220973.2014.907229
-
(2015)
Journal of Experimental Education
, vol.83
, pp. 423-438
-
-
Lai, M.H.C.1
Kwok, O.2
-
44
-
-
69949190053
-
Sufficient sample sizes for multilevel modeling
-
Maas C., Hox J., (2005). Sufficient sample sizes for multilevel modeling. Methodology, 1, 86-92.
-
(2005)
Methodology
, vol.1
, pp. 86-92
-
-
Maas, C.1
Hox, J.2
-
45
-
-
77749305085
-
Dealing with dependence (part I): Understanding the effects of clustered data
-
McCoach D. B., Adelson J. L., (2010). Dealing with dependence (part I): Understanding the effects of clustered data. Gifted Child Quarterly, 54, 152-155. doi:10.1177/0016986210363076
-
(2010)
Gifted Child Quarterly
, vol.54
, pp. 152-155
-
-
McCoach, D.B.1
Adelson, J.L.2
-
46
-
-
84908298355
-
The effect of small sample size on two-level model estimates: A review and illustration
-
McNeish D. M., Stapleton L. M., (2016). The effect of small sample size on two-level model estimates: A review and illustration. Educational Psychology Review, 28, 295-314.
-
(2016)
Educational Psychology Review
, vol.28
, pp. 295-314
-
-
McNeish, D.M.1
Stapleton, L.M.2
-
47
-
-
60449092566
-
Estimating bootstrap confidence intervals for two-level models
-
Hox J.J., De Leeuw E.D., (eds), Amsterdam, Netherlands, TT-Publikaties,. In, (Eds.), (
-
Meijer E., Busing F., Van der Leeden R., (1998). Estimating bootstrap confidence intervals for two-level models. In Hox J. J., De Leeuw E. D., (Eds.), Assumptions, robustness, and estimation methods in multivariate modeling (pp. 35-48). Amsterdam, Netherlands: TT-Publikaties.
-
(1998)
Assumptions, robustness, and estimation methods in multivariate modeling
, pp. 35-48
-
-
Meijer, E.1
Busing, F.2
Van der Leeden, R.3
-
48
-
-
84979670910
-
How large are the consequences of covariate imbalance in cluster randomized trials: A simulation study with a continuous outcome and a binary covariate at the cluster level
-
Moerbeek M., van Schie S., (2016). How large are the consequences of covariate imbalance in cluster randomized trials: A simulation study with a continuous outcome and a binary covariate at the cluster level. BMC Medical Research Methodology, 16, 79. doi:10.1186/s12874-016-0182-7
-
(2016)
BMC Medical Research Methodology
, vol.16
, pp. 79
-
-
Moerbeek, M.1
van Schie, S.2
-
49
-
-
0001441322
-
Random group effects and the precision of regression estimates
-
Moulton B. R., (1986). Random group effects and the precision of regression estimates. Journal of Econometrics, 32, 385-397. doi:10.1016/0304-4076(86)90021-7
-
(1986)
Journal of Econometrics
, vol.32
, pp. 385-397
-
-
Moulton, B.R.1
-
50
-
-
0000265332
-
An illustration of a pitfall in estimating the effects of aggregate variables on micro units
-
Moulton B. R., (1990). An illustration of a pitfall in estimating the effects of aggregate variables on micro units. Review of Economics and Statistics, 72, 334-338. doi:10.2307/2109724
-
(1990)
Review of Economics and Statistics
, vol.72
, pp. 334-338
-
-
Moulton, B.R.1
-
51
-
-
85041024579
-
A comparison between hierarchical linear modeling and multiple linear regression in selected data sets
-
Mundfrom D. J., Schultz M. R., (2001). A comparison between hierarchical linear modeling and multiple linear regression in selected data sets. Multiple Linear Regression Viewpoints, 27, 3-11.
-
(2001)
Multiple Linear Regression Viewpoints
, vol.27
, pp. 3-11
-
-
Mundfrom, D.J.1
Schultz, M.R.2
-
53
-
-
84862756915
-
Data with hierarchical structure: Impact of intraclass correlation and sample size on type-I error
-
Musca S. C., Kamiejski R., Nugier A., Méot A., Er-Rafiy A., Brauer M., (2011). Data with hierarchical structure: Impact of intraclass correlation and sample size on type-I error. Frontiers in Psychology, 2, 74. doi:10.3389/fpsyg.2011.00074
-
(2011)
Frontiers in Psychology
, vol.2
, pp. 74
-
-
Musca, S.C.1
Kamiejski, R.2
Nugier, A.3
Méot, A.4
Er-Rafiy, A.5
Brauer, M.6
-
54
-
-
0345040656
-
How to use a Monte Carlo study to decide on sample size and determine power
-
Muthén L. K., Muthén B. O., (2002). How to use a Monte Carlo study to decide on sample size and determine power. Structural Equation Modeling: A Multidisciplinary Journal, 9, 599-620. doi:10.1207/S15328007SEM0904_8
-
(2002)
Structural Equation Modeling: A Multidisciplinary Journal
, vol.9
, pp. 599-620
-
-
Muthén, L.K.1
Muthén, B.O.2
-
55
-
-
33646520039
-
From the help desk: Some bootstrapping techniques
-
Poi B. P., (2004). From the help desk: Some bootstrapping techniques. Stata Journal, 4, 312-328.
-
(2004)
Stata Journal
, vol.4
, pp. 312-328
-
-
Poi, B.P.1
-
56
-
-
13844271275
-
SPSS and SAS procedures for estimating indirect effects in simple mediation models
-
Preacher K. J., Hayes A. F., (2004). SPSS and SAS procedures for estimating indirect effects in simple mediation models. Behavior Research Methods, Instruments, & Computers, 36, 717-731.
-
(2004)
Behavior Research Methods, Instruments, & Computers
, vol.36
, pp. 717-731
-
-
Preacher, K.J.1
Hayes, A.F.2
-
57
-
-
84975753826
-
-
Vienna, Austria, R Foundation for Statistical Computing,. Retrieved from
-
R Core Team. (2016). R: A language and environment for statistical computing. Vienna, Austria: R Foundation for Statistical Computing. Retrieved from http://www.R-project.org/
-
(2016)
R: A language and environment for statistical computing
-
-
-
59
-
-
79551541339
-
Bootstrapping within the multilevel/hierarchical linear modeling framework: A primer for use with SAS and SPLUS
-
Roberts J., Fan X., (2004). Bootstrapping within the multilevel/hierarchical linear modeling framework: A primer for use with SAS and SPLUS. Multiple Linear Regression Viewpoints, 30, 23-33.
-
(2004)
Multiple Linear Regression Viewpoints
, vol.30
, pp. 23-33
-
-
Roberts, J.1
Fan, X.2
-
60
-
-
84863306901
-
lavaan: An R package for structural equation modeling
-
Rosseel Y., (2012). lavaan: An R package for structural equation modeling. Journal of Statistical Software, 48, 1-36.
-
(2012)
Journal of Statistical Software
, vol.48
, pp. 1-36
-
-
Rosseel, Y.1
-
61
-
-
61449179166
-
Estimating statistical power and required sample sizes for organizational research using multilevel modeling
-
Scherbaum C. A., Ferreter J. M., (2009). Estimating statistical power and required sample sizes for organizational research using multilevel modeling. Organizational Research Methods, 12, 347-367.
-
(2009)
Organizational Research Methods
, vol.12
, pp. 347-367
-
-
Scherbaum, C.A.1
Ferreter, J.M.2
-
63
-
-
84873931822
-
-
New York, NY, William T. Grant Foundation
-
Spybrook J., Bloom H., Congdon R., Hill C., Martinez A., Raudenbush S., (2011). Optimal design plus empirical evidence: Documentation for the “Optimal Design” software. New York, NY: William T. Grant Foundation.
-
(2011)
Optimal design plus empirical evidence: Documentation for the “Optimal Design” software
-
-
Spybrook, J.1
Bloom, H.2
Congdon, R.3
Hill, C.4
Martinez, A.5
Raudenbush, S.6
-
65
-
-
84978982859
-
Substantial risks associated with few clusters in cluster randomized and stepped wedge designs
-
Taljaard M., Teerenstra S., Ivers N. M., Fergusson D. A., (2016). Substantial risks associated with few clusters in cluster randomized and stepped wedge designs. Clinical Trials, 13, 459-463. doi:10.1177/1740774516634316
-
(2016)
Clinical Trials
, vol.13
, pp. 459-463
-
-
Taljaard, M.1
Teerenstra, S.2
Ivers, N.M.3
Fergusson, D.A.4
-
66
-
-
84878119201
-
A comparison of bootstrap approaches for estimating uncertainty of parameters in linear mixed-effects models
-
Thai H.-T., Mentré F., Holford N. H., Veyrat-Follet C., Comets E., (2013). A comparison of bootstrap approaches for estimating uncertainty of parameters in linear mixed-effects models. Pharmaceutical Statistics, 12, 129-140.
-
(2013)
Pharmaceutical Statistics
, vol.12
, pp. 129-140
-
-
Thai, H.-T.1
Mentré, F.2
Holford, N.H.3
Veyrat-Follet, C.4
Comets, E.5
-
67
-
-
85086531243
-
Size matters.. just not in the way that you think
-
Lance C., Vandenberg R., (eds), New York, NY, Routledge,. In, (Eds.), (
-
Tonidandel S., Williams E. B., LeBreton J. M., (2014). Size matters.. just not in the way that you think. In Lance C., Vandenberg R., (Eds.), More statistical and methodological myths and urban legends (pp. 162-183). New York, NY: Routledge.
-
(2014)
More statistical and methodological myths and urban legends
, pp. 162-183
-
-
Tonidandel, S.1
Williams, E.B.2
LeBreton, J.M.3
-
68
-
-
84885929648
-
Multilevel bootstrap analysis with assumptions violated
-
Vallejo Seco G., Ato García M., Fernández García M. P., Livacic Rojas P. E., (2013). Multilevel bootstrap analysis with assumptions violated. Psicothema, 25, 520-528. doi:10.7334/psicothema2013.58
-
(2013)
Psicothema
, vol.25
, pp. 520-528
-
-
Vallejo Seco, G.1
Ato García, M.2
Fernández García, M.P.3
Livacic Rojas, P.E.4
-
69
-
-
84967152666
-
Effects of adolescent sociocognitive development on the cortisol response to social evaluation
-
van den Bos E., van Duijvenvoorde A. C. K., Westenberg P. M., (2016). Effects of adolescent sociocognitive development on the cortisol response to social evaluation. Developmental Psychology, 52, 1151-1163. doi:10.1037/dev0000133
-
(2016)
Developmental Psychology
, vol.52
, pp. 1151-1163
-
-
van den Bos, E.1
van Duijvenvoorde, A.C.K.2
Westenberg, P.M.3
-
70
-
-
84892351003
-
Resampling multilevel models
-
New York, NY, Springer,. In, (.,. Retrieved from
-
Van der Leeden R., Meijer E., Busing F. M., (2008). Resampling multilevel models. In Handbook of multilevel analysis (pp. 401-433). New York, NY: Springer. Retrieved from http://link.springer.com/chapter/10.1007/978-0-387-73186-5_11
-
(2008)
Handbook of multilevel analysis
, pp. 401-433
-
-
Van der Leeden, R.1
Meijer, E.2
Busing, F.M.3
|