Mplus VERSION 8.6
MUTHEN & MUTHEN
07/20/2021 6:43 PM
OUTPUT SECTIONS
INPUT INSTRUCTIONS
DATA: FILE IS full_sem.txt;
VARIABLE:
NAMES ARE
ESS6_id
cntry
ESS6_reg
lois
gndr
agea
ipcrtiv
imprich
ipeqopt
ipshabt
impsafe
impdiff
ipfrule
ipudrst
ipmodst
ipgdtim
impfree
iphlppl
ipsuces
ipstrgv !Confiance envers le gouvernement
ipadvnt
ipbhprp
iprspot
iplylfr
impenv
imptrad
impfun
reg6_gdp_eurhab_2011
reg6_lounra_2011
HOMICIDES_2010
REGULATIONS_2010
BURGLARIES_2010
THEFTS_2010
region
ID;
USEVARIABLES ARE
ipstrgv lois ;
MISSING ARE ALL (7-9 77-99 999);
CLUSTER = region;
WITHIN = ipstrgv;
DEFINE:
CENTER ipstrgv lois (GRANDMEAN);
ANALYSIS:
TYPE = TWOLEVEL RANDOM;
MODEL:
%WITHIN%
lois;
Pente_al| lois ON ipstrgv;
%BETWEEN%
lois ;
Pente_al;
lois WITH Pente_al;
OUTPUT:
STANDARDIZED;
PLOT:
Type = PLOT3 ;
*** WARNING
One or more individual-level variables have no variation within a
cluster for the following clusters.
Variable Cluster IDs with no within-cluster variation
LOIS 74 21 38 25 69 64 14 17
*** WARNING in OUTPUT command
STANDARDIZED (STD, STDY, STDYX) options are available only for TYPE=TWOLEVEL RANDOM
with ESTIMATOR=BAYES. Request for STANDARDIZED (STD, STDY, STDYX) is ignored.
*** WARNING
Data set contains unknown or missing values for GROUPING,
PATTERN, COHORT, CLUSTER and/or STRATIFICATION variables.
Number of cases with unknown or missing values: 2798
*** WARNING
Data set contains cases with missing on all variables.
These cases were not included in the analysis.
Number of cases with missing on all variables: 144
*** WARNING
Data set contains cases with missing on x-variables.
These cases were not included in the analysis.
Number of cases with missing on x-variables: 166
*** WARNING
Data set contains cases with missing on all variables except
x-variables. These cases were not included in the analysis.
Number of cases with missing on all variables except x-variables: 5780
6 WARNING(S) FOUND IN THE INPUT INSTRUCTIONS
SUMMARY OF ANALYSIS
Number of groups 1
Number of observations 11692
Number of dependent variables 1
Number of independent variables 1
Number of continuous latent variables 1
Observed dependent variables
Continuous
LOIS
Observed independent variables
IPSTRGV
Continuous latent variables
PENTE_AL
Variables with special functions
Cluster variable REGION
Within variables
IPSTRGV
Centering (GRANDMEAN)
IPSTRGV LOIS
Estimator MLR
Information matrix OBSERVED
Maximum number of iterations 100
Convergence criterion 0.100D-05
Maximum number of EM iterations 500
Convergence criteria for the EM algorithm
Loglikelihood change 0.100D-02
Relative loglikelihood change 0.100D-05
Derivative 0.100D-03
Minimum variance 0.100D-03
Maximum number of steepest descent iterations 20
Maximum number of iterations for H1 2000
Convergence criterion for H1 0.100D-03
Optimization algorithm EMA
Input data file(s)
full_sem.txt
Input data format FREE
SUMMARY OF DATA
Number of missing data patterns 1
Number of clusters 125
COVARIANCE COVERAGE OF DATA
Minimum covariance coverage value 0.100
PROPORTION OF DATA PRESENT
Covariance Coverage
LOIS IPSTRGV
________ ________
LOIS 1.000
IPSTRGV 1.000 1.000
UNIVARIATE SAMPLE STATISTICS
UNIVARIATE HIGHER-ORDER MOMENT DESCRIPTIVE STATISTICS
Variable/ Mean/ Skewness/ Minimum/ % with Percentiles
Sample Size Variance Kurtosis Maximum Min/Max 20%/60% 40%/80% Median
LOIS 0.000 -2.638 -9.305 0.45% 0.695 0.695 0.695
11692.000 3.491 6.164 0.695 86.90% 0.695 0.695
IPSTRGV 0.000 1.008 -1.135 34.59% -1.135 -0.135 -0.135
11692.000 1.303 0.521 3.865 0.71% -0.135 0.865
THE MODEL ESTIMATION TERMINATED NORMALLY
MODEL FIT INFORMATION
Number of Free Parameters 6
Loglikelihood
H0 Value -23367.749
H0 Scaling Correction Factor 6.0693
for MLR
Information Criteria
Akaike (AIC) 46747.499
Bayesian (BIC) 46791.699
Sample-Size Adjusted BIC 46772.631
(n* = (n + 2) / 24)
MODEL RESULTS
Two-Tailed
Estimate S.E. Est./S.E. P-Value
Within Level
Residual Variances
LOIS 3.079 0.210 14.639 0.000
Between Level
LOIS WITH
PENTE_AL 0.115 0.042 2.737 0.006
Means
LOIS -0.065 0.062 -1.042 0.297
PENTE_AL -0.209 0.032 -6.460 0.000
Variances
LOIS 0.405 0.103 3.943 0.000
PENTE_AL 0.081 0.027 2.999 0.003
QUALITY OF NUMERICAL RESULTS
Condition Number for the Information Matrix 0.889E-03
(ratio of smallest to largest eigenvalue)
SAMPLE STATISTICS FOR ESTIMATED FACTOR SCORES
SAMPLE STATISTICS
Means
PENTE_AL PENTE_AL B_LOIS B_LOIS_S
________ ________ ________ ________
-0.197 0.131 -0.035 0.171
Covariances
PENTE_AL PENTE_AL B_LOIS B_LOIS_S
________ ________ ________ ________
PENTE_AL 0.057
PENTE_AL -0.002 0.002
B_LOIS 0.092 -0.002 0.293
B_LOIS_S -0.002 0.002 -0.002 0.004
Correlations
PENTE_AL PENTE_AL B_LOIS B_LOIS_S
________ ________ ________ ________
PENTE_AL 1.000
PENTE_AL -0.236 1.000
B_LOIS 0.717 -0.096 1.000
B_LOIS_S -0.162 0.943 -0.054 1.000
PLOT INFORMATION
The following plots are available:
Histograms (sample values, estimated factor scores)
Scatterplots (sample values, estimated factor scores)
Between-level histograms (sample values, sample means/variances, estimated factor scores)
Between-level scatterplots (sample values, sample means/variances, estimated factor scores)
Two-level cluster-specific observed and estimated values plots
Latent variable distribution plots
DIAGRAM INFORMATION
Mplus diagrams are currently not available for multilevel analysis.
No diagram output was produced.
Beginning Time: 18:43:50
Ending Time: 18:43:51
Elapsed Time: 00:00:01
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