-
1
-
-
0023020183
-
The moderator-mediator variable distinction in social psychological research: Conceptual, strategic, and statistical considerations
-
Baron RM, Kenny DA. The moderator-mediator variable distinction in social psychological research: conceptual, strategic, and statistical considerations. J Pers Soc Psychol 1986;51:1173-82.
-
(1986)
J Pers Soc Psychol
, vol.51
, pp. 1173-1182
-
-
Baron, R.M.1
Kenny, D.A.2
-
2
-
-
84890766303
-
Flexible mediation analysis in the presence of nonlinear relations: Beyond the mediation formula
-
Loeys T, Moerkerke B, De Smet O, Buysse A, Steen J, Vansteelandt S. Flexible mediation analysis in the presence of nonlinear relations: beyond the mediation formula. Multivar Behav Res 2013;48:871-94.
-
(2013)
Multivar Behav Res
, vol.48
, pp. 871-894
-
-
Loeys, T.1
Moerkerke, B.2
De Smet, O.3
Buysse, A.4
Steen, J.5
Vansteelandt, S.6
-
3
-
-
0000265302
-
Estimating mediated effects in prevention studies
-
Mackinnon DP, Dwyer JH. Estimating mediated effects in prevention studies. Eval Rev 1993;17:144-58.
-
(1993)
Eval Rev
, vol.17
, pp. 144-158
-
-
Mackinnon, D.P.1
Dwyer, J.H.2
-
5
-
-
33745700800
-
Conceptualizing and testing random indirect effects and moderated mediation in multilevel models: New procedures and recommendations
-
Bauer DJ, Preacher KJ, Gil KM. Conceptualizing and testing random indirect effects and moderated mediation in multilevel models: new procedures and recommendations. Psychol Methods 2006;11:142-63.
-
(2006)
Psychol Methods
, vol.11
, pp. 142-163
-
-
Bauer, D.J.1
Preacher, K.J.2
Gil, K.M.3
-
6
-
-
85047684591
-
Estimating and testing mediation and moderation in within-subject designs
-
Judd CM, Kenny DA, McClelland GH. Estimating and testing mediation and moderation in within-subject designs. Psychol Methods 2001;6:115-34.
-
(2001)
Psychol Methods
, vol.6
, pp. 115-134
-
-
Judd, C.M.1
Kenny, D.A.2
McClelland, G.H.3
-
8
-
-
84868105028
-
Distinguishing between cross-And cluster-level mediation processes in the cluster randomized trial
-
Pituch KA, Stapleton LM. Distinguishing between cross-And cluster-level mediation processes in the cluster randomized trial. Soc Methods Res 2012;41:630-70.
-
(2012)
Soc Methods Res
, vol.41
, pp. 630-670
-
-
Pituch, K.A.1
Stapleton, L.M.2
-
9
-
-
77956838713
-
A general multilevel sem framework for assessing multilevel mediation
-
Preacher KJ, Zyphur MJ, Zhang Z. A general multilevel SEM framework for assessing multilevel mediation. Psychol Methods 2010;15:209-33.
-
(2010)
Psychol Methods
, vol.15
, pp. 209-233
-
-
Preacher, K.J.1
Zyphur, M.J.2
Zhang, Z.3
-
10
-
-
38049115204
-
Lower level mediation effect analysis in two-level studies: A note on a multilevel structural equation modeling approach
-
Raykov T, Mels G. Lower level mediation effect analysis in two-level studies: a note on a multilevel structural equation modeling approach. Struct Equ Model 2007;14:636-48.
-
(2007)
Struct Equ Model
, vol.14
, pp. 636-648
-
-
Raykov, T.1
Mels, G.2
-
11
-
-
78650085125
-
A general approach to causal mediation analysis
-
Imai K, Keele L, Tingley D. A general approach to causal mediation analysis. Psychol Methods 2010;15:309-34.
-
(2010)
Psychol Methods
, vol.15
, pp. 309-334
-
-
Imai, K.1
Keele, L.2
Tingley, D.3
-
13
-
-
84864388240
-
The causal mediation formula-A guide to the assessment of pathways and mechanisms
-
Pearl J. The causal mediation formula-A guide to the assessment of pathways and mechanisms. Prev Sci 2012;13:426-36.
-
(2012)
Prev Sci
, vol.13
, pp. 426-436
-
-
Pearl, J.1
-
14
-
-
77953957726
-
Conceptual issues concerning mediation, interventions and composition
-
VanderWeele T, Vansteelandt S. Conceptual issues concerning mediation, interventions and composition. Stat Interface 2009;2:457-68.
-
(2009)
Stat Interface
, vol.2
, pp. 457-468
-
-
Vanderweele, T.1
Vansteelandt, S.2
-
15
-
-
77953797220
-
Direct and indirect effects for neighborhood-based clustered and longitudinal data
-
VanderWeele TJ. Direct and indirect effects for neighborhood-based clustered and longitudinal data. Soc Methods Res 2010;38:515-44.
-
(2010)
Soc Methods Res
, vol.38
, pp. 515-544
-
-
Vanderweele, T.J.1
-
16
-
-
0002531157
-
Bayesian inference for causal effects: The role of randomization
-
Rubin D. Bayesian inference for causal effects: the role of randomization. Ann Stat 1978;6:34-58.
-
(1978)
Ann Stat
, vol.6
, pp. 34-58
-
-
Rubin, D.1
-
17
-
-
0026556155
-
Identifiability and exchangeability for direct and indirect effects
-
Robins J, Greenland S. Identifiability and exchangeability for direct and indirect effects. Epidemiology 1992;3:153-5.
-
(1992)
Epidemiology
, vol.3
, pp. 153-155
-
-
Robins, J.1
Greenland, S.2
-
18
-
-
66749103867
-
Opening the black box: A motivation for the assessment of mediation
-
Hafeman DM, Schwartz S. Opening the black box: a motivation for the assessment of mediation. Int J Epidemiol 2009;38:838-45.
-
(2009)
Int J Epidemiol
, vol.38
, pp. 838-845
-
-
Hafeman, D.M.1
Schwartz, S.2
-
19
-
-
84873406544
-
A three-way decomposition of a total effect into direct, indirect, and interactive effects
-
VanderWeele TJ. A three-way decomposition of a total effect into direct, indirect, and interactive effects. Epidemiology 2013;24:224-32.
-
(2013)
Epidemiology
, vol.24
, pp. 224-232
-
-
Vanderweele, T.J.1
-
20
-
-
80053470925
-
Alternative graphical causal models and the identification of direct effects
-
In: Shrout K, Keyes P, Ornstein K, editors Oxford: Oxford University Press, chapter 6
-
Robins J, Richardson T. Alternative graphical causal models and the identification of direct effects. In: Shrout K, Keyes P, Ornstein K, editors. Causality and psychopathology: finding the determinants of disorders and their cures, 100. Oxford: Oxford University Press, 2011, chapter 6: 1-52.
-
(2011)
Causality and Psychopathology: Finding the Determinants of Disorders and Their Cures
, vol.100
, pp. 1-52
-
-
Robins, J.1
Richardson, T.2
-
21
-
-
80052828777
-
Individual differences methods for randomized experiments
-
Tucker-Drob EM. Individual differences methods for randomized experiments. Psychol Methods 2011;16:298-318.
-
(2011)
Psychol Methods
, vol.16
, pp. 298-318
-
-
Tucker-Drob, E.M.1
-
22
-
-
0027967906
-
Testing for omitted variables and non-linearity in regression models for longitudinal data
-
Palta M, Yao T, Velu R. Testing for omitted variables and non-linearity in regression models for longitudinal data. Stat Med 1994;13:2219-31.
-
(1994)
Stat Med
, vol.13
, pp. 2219-2231
-
-
Palta, M.1
Yao, T.2
Velu, R.3
-
23
-
-
77649295233
-
An introduction to causal inference
-
Article 7
-
Pearl J. An introduction to causal inference. Int J Biostat 2010;6:Article 7.
-
(2010)
Int J Biostat
, vol.6
-
-
Pearl, J.1
-
25
-
-
70949095633
-
Beyond baron and kenny: Statistical mediation analysis in the new millennium
-
Hayes AF. Beyond Baron and Kenny: statistical mediation analysis in the new millennium. Commun Monogr 2009;76: 408-20.
-
(2009)
Commun Monogr
, vol.76
, pp. 408-420
-
-
Hayes, A.F.1
-
26
-
-
0034575354
-
Equivalence of the mediation, confounding and suppression effect
-
MacKinnon DP, Krull JL, Lockwood CM. Equivalence of the mediation, confounding and suppression effect. Prev Sci 2000;1:173-81.
-
(2000)
Prev Sci
, vol.1
, pp. 173-181
-
-
Mackinnon, D.P.1
Krull, J.L.2
Lockwood, C.M.3
-
27
-
-
34547179995
-
Addressing moderated mediation hypotheses: Theory, methods, and prescriptions
-
Preacher KJ, Rucker DD, Hayes AF. Addressing moderated mediation hypotheses: theory, methods, and prescriptions. Multivar Behav Res 2007;42:185-227.
-
(2007)
Multivar Behav Res
, vol.42
, pp. 185-227
-
-
Preacher, K.J.1
Rucker, D.D.2
Hayes, A.F.3
-
28
-
-
77955687076
-
Reconsidering baron and kenny: Myths and truths about mediation analysis
-
Zhao X, Lynch Jr. JG, Chen Q. Reconsidering Baron and Kenny: myths and truths about mediation analysis. J Consumer Res 2010;37:197-206.
-
(2010)
J Consumer Res
, vol.37
, pp. 197-206
-
-
Zhao, X.1
Lynch, J.G.2
Chen, Q.3
-
30
-
-
84876015325
-
Multilevel mediation analysis: The effects of omitted variables in the 1-1-1 model
-
Tofighi D, West SG, Mackinnon DP. Multilevel mediation analysis: the effects of omitted variables in the 1-1-1 model. Br J Math Stat Psychol 2013;66:290-307.
-
(2013)
Br J Math Stat Psychol
, vol.66
, pp. 290-307
-
-
Tofighi, D.1
West, S.G.2
Mackinnon, D.P.3
-
31
-
-
0041565373
-
Separation of individual-level and cluster-level covariate effects in regression analysis of correlated data
-
Begg MD, Parides MK. Separation of individual-level and cluster-level covariate effects in regression analysis of correlated data. Stat Med 2003;22:2591-602.
-
(2003)
Stat Med
, vol.22
, pp. 2591-2602
-
-
Begg, M.D.1
Parides, M.K.2
-
33
-
-
0023760814
-
General methods for analyzing repeated measures
-
Louis T. General methods for analyzing repeated measures. Stat Med 1988;7:29-45.
-
(1988)
Stat Med
, vol.7
, pp. 29-45
-
-
Louis, T.1
-
34
-
-
0031776315
-
Between-And within-cluster covariate effects in the analysis of clustered data
-
Neuhaus J, Kalbfleisch J. Between-And within-cluster covariate effects in the analysis of clustered data. Biometrics 1998;54:638-45.
-
(1998)
Biometrics
, vol.54
, pp. 638-645
-
-
Neuhaus, J.1
Kalbfleisch, J.2
-
35
-
-
70350076901
-
Testing multilevel mediation using hierarchical linear models
-
Zhang Z, Zyphur MJ, Preacher KJ. Testing multilevel mediation using hierarchical linear models. Organ Res Methods 2009;12:695-719.
-
(2009)
Organ Res Methods
, vol.12
, pp. 695-719
-
-
Zhang, Z.1
Zyphur, M.J.2
Preacher, K.J.3
-
36
-
-
85050331219
-
A technique for analyzing the effects of group composition
-
Davis J, Spaeth J, Huson C. A technique for analyzing the effects of group composition. Am Soc Rev 1961;26:215-25.
-
(1961)
Am Soc Rev
, vol.26
, pp. 215-225
-
-
Davis, J.1
Spaeth, J.2
Huson, C.3
-
37
-
-
49749134283
-
Conditional generalized estimating equations for the analysis of clustered and longitudinal data
-
Goetgeluk S, Vansteelandt S. Conditional generalized estimating equations for the analysis of clustered and longitudinal data. Biometrics 2008;64:772-80.
-
(2008)
Biometrics
, vol.64
, pp. 772-780
-
-
Goetgeluk, S.1
Vansteelandt, S.2
-
38
-
-
34247234116
-
Methods for integrating moderation and mediation: A general analytical framework using moderated path analysis
-
Edwards JR, Lambert LS. Methods for integrating moderation and mediation: a general analytical framework using moderated path analysis. Psychol Methods 2007;12:1-22.
-
(2007)
Psychol Methods
, vol.12
, pp. 1-22
-
-
Edwards, J.R.1
Lambert, L.S.2
-
39
-
-
67349216265
-
A general model for testing mediation and moderation effects
-
Fairchild AJ, MacKinnon DP. A general model for testing mediation and moderation effects. Prev Sci 2009;10:87-99.
-
(2009)
Prev Sci
, vol.10
, pp. 87-99
-
-
Fairchild, A.J.1
Mackinnon, D.P.2
-
40
-
-
82655175462
-
Misspecifying the shape of a random effects distribution: Why getting it wrong may not matter
-
McCulloch CE, Neuhaus JM. Misspecifying the shape of a random effects distribution: why getting it wrong may not matter. Stat Sci 2011;26:388-402.
-
(2011)
Stat Sci
, vol.26
, pp. 388-402
-
-
McCulloch, C.E.1
Neuhaus, J.M.2
-
41
-
-
0031555662
-
The effect of misspecifying the random-effects distribution in linear mixed models for longitudinal data
-
Verbeke G, Lesaffre E. The effect of misspecifying the random-effects distribution in linear mixed models for longitudinal data. Comput Stat Data Anal 1997;23:541-56.
-
(1997)
Comput Stat Data Anal
, vol.23
, pp. 541-556
-
-
Verbeke, G.1
Lesaffre, E.2
-
42
-
-
84886280442
-
Nosce te ipsum-socrates revisited? Controlling momentary ruminative self-referent thoughts by neuromodulation of emotional working memory
-
Vanderhasselt M-A, Brunoni AR, Loeys T, Boggio PS, De Raedt R. Nosce te ipsum-Socrates revisited? Controlling momentary ruminative self-referent thoughts by neuromodulation of emotional working memory. Neuropsychologia 2013;51:2581-9.
-
(2013)
Neuropsychologia
, vol.51
, pp. 2581-2589
-
-
Vanderhasselt, M.-A.1
Brunoni, A.R.2
Loeys, T.3
Boggio, P.S.4
De Raedt, R.5
-
43
-
-
84864279859
-
Clinical research with transcranial direct current stimulation (tdcs): Challenges and future directions
-
Brunoni AR, Nitsche MA, Bolognini N, Bikson M, Wagner T, Merabet L, et al. Clinical research with transcranial direct current stimulation (tDCS): challenges and future directions. Brain Stimulation 2012;5:175-95.
-
(2012)
Brain Stimulation
, vol.5
, pp. 175-195
-
-
Brunoni, A.R.1
Nitsche, M.A.2
Bolognini, N.3
Bikson, M.4
Wagner, T.5
Merabet, L.6
-
44
-
-
49649119044
-
Transcranial direct current stimulation: State of the art 2008
-
Nitsche MA, Cohen LG, Wassermann EM, Priori A, Lang N, Antal A, et al. Transcranial direct current stimulation: state of the art 2008. Brain Stimulation 2008;1:206-23.
-
(2008)
Brain Stimulation
, vol.1
, pp. 206-223
-
-
Nitsche, M.A.1
Cohen, L.G.2
Wassermann, E.M.3
Priori, A.4
Lang, N.5
Antal, A.6
-
45
-
-
84899635953
-
Mediation: R package for causal mediation analysis
-
Tingley D, Yamamoto T, Hirose K, Keele L, Imai K. mediation: R Package for Causal Mediation Analysis. Journal of Statistical Software 2014;59:1-38.
-
(2014)
Journal of Statistical Software
, vol.59
, pp. 1-38
-
-
Tingley, D.1
Yamamoto, T.2
Hirose, K.3
Keele, L.4
Imai, K.5
-
46
-
-
0000272869
-
Testing and estimation of direct effects by reparameterizing directed acyclic graphs with structural nested models
-
In: Glymour C Cooper G, editors. Menlo Park, CA and Cambridge, MA: AAAI Press/The MIT Press
-
Robins JM. Testing and estimation of direct effects by reparameterizing directed acyclic graphs with structural nested models. In: Glymour C, Cooper G, editors. Computation, causation, and discovery. Menlo Park, CA and Cambridge, MA: AAAI Press/The MIT Press, 1999: 349-405.
-
(1999)
Computation, Causation, and Discovery
, pp. 349-405
-
-
Robins, J.M.1
|