Mplus做多层线性模型HLM的方法

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求教各路大神，用Mplus做2-1-1模型的HLM检验，应该如何编写程序。或者有什么实用的书可以推荐。第一次使用MPlus

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关键词：多层线性模型 Mplus 线性模型 多层线性 PLUS

E. 2-1-1 model (MSEM)
TITLE: 2-1-1 mediation (MSEM)
DATA: FILE IS mydata.dat; ! text file containing raw data in long format
VARIABLE: NAMES ARE
group x m y;
USEVARIABLES ARE
group x m y;
BETWEEN IS x; ! identify variables with only Between variance;
! variables that are not claimed as "BETWEEN IS" or "WITHIN IS" can have
   ! both Within and Between variance
CLUSTER IS group; ! Level-2 grouping identifier
ANALYSIS: TYPE IS TWOLEVEL RANDOM;
MODEL: ! model specification follows
%WITHIN% ! Model for Within effects follows
m y; ! estimate Level-1 (residual) variances for m and y
y ON m; ! regress y on m
%BETWEEN% ! Model for Between effects follows
x m y; ! estimate Level-2 (residual) variances for x, m, and y
m ON x(a); ! regress m on x, call the slope "a"
y ON m(b); ! regress y on m, call the slope "b"
y ON x; ! regress y on x
MODEL CONSTRAINT: ! section for computing indirect effect
NEW(indb); ! name the indirect effect
indb=a*b; ! compute the Between indirect effect
OUTPUT: TECH1 TECH8 CINTERVAL; ! request parameter specifications, starting values,
! optimization history, and confidence intervals for all effects  
F. 2-1-1 model with random slopes (MSEM)
TITLE: 2-1-1 mediation (MSEM)
DATA: FILE IS mydata.dat; ! text file containing raw data in long format
VARIABLE: NAMES ARE
group x m y;
USEVARIABLES ARE
group x m y;
BETWEEN IS x; ! identify variables with only Between variance;
! variables that are not claimed as "BETWEEN IS" or "WITHIN IS" can have
! both Within and Between variance
CLUSTER IS group; ! Level-2 grouping identifier
ANALYSIS: TYPE IS TWOLEVEL RANDOM;
MODEL: ! model specification follows
%WITHIN% ! Model for Within effects follows
m y; ! estimate Level-1 (residual) variances for m and y
sb | y ON m; ! regress y on m
%BETWEEN% ! Model for Between effects follows
x m y; ! estimate Level-2 (residual) variances for x, m, and y
m ON x(a); ! regress m on x, call the slope "a"
y ON m(bb); ! regress y on m, call the slope "bb"; bb = contextual effect, not the Between slope
y ON x; ! regress y on x
sb WITH x m y; ! estimate Level-2 covariances of sb with x, m, and y
[sb](bw); ! estimate the mean of sb, call it "bw"
MODEL CONSTRAINT: ! section for computing indirect effect
NEW(b indb); ! name the Between b path and the indirect effect
b=bb+bw; ! compute Between b path
indb=a*b; ! compute the Between indirect effect
OUTPUT: TECH1 TECH8 CINTERVAL; ! request parameter specifications, starting values,
! optimization history, and confidence intervals for all effects

我也是小白，在网上找的

哪位大神，请教，跨层次模型“2-1-1-2”的语法

lipengfeipinggu 发表于 2017-6-2 18:06
E. 2-1-1 model (MSEM)
TITLE: 2-1-1 mediation (MSEM)
DATA: FILE IS mydata.dat; ! text file containi ...

你好，请问多层中的调节效应，我可以直接用交互项做吗？不用那个随机回归