Survival analysis 
Survival analysis 

ROC curve 

Multivariate confirmatory analysis 
CFA  Confirmatory factor analysis 

Mediation analysis 

Path analysis 

Structural regression 

SEM  Structural equation model 

Qualitative analysis 
Qualitative analysis 

Multivariate exploratory analyses 
MCA  Multiple correspondence analysis 

PCA  Principal component analysis 

CA  Simple correspondence analysis 

EFA  Exploratory factor analysis 

MFA  Multiple factor analysis 



Discriminant analysis 

Classification trees 

Clustering 

Statistical quality control 
Process capability analysis 

Measurement uncertainty calculation 

Acceptance sampling 

Development and monitoring of analytical methods 

Run charts and control charts 

Survey methodology 
Questionnaires design 

Sampling 

Publishing questionnaires online 

Questionnaire validation 

Regression model 
Inference on a linear correlation coefficient 

Poisson regression 

Multiple linear regression 

Simple linear regression 

Logistic regression 

Multinomial and ordinal regression 

Nonlinear regression 

PLS regression 

Mixed models 
Generalized mixed model 

Linear mixed model 

Key statistical tools 
Key statistical tools 

Planning 
Power calculation 

Sample size calculation 

(Clinical trial) design 

Experimental design 

Randomization 

Data processing 
Data set cleaning and processing for statistical analysis 

IT problems 
IT problems 

Bayesian statistics 
Survival analysis 

ANOVA 

Multiple linear regression 

Simple linear regression 

Logistic regression 

Student's ttest 

Descriptive statistics 
Network analysis 

Statistical maps 

Charts 

Descriptive statistics 

Summary tables 



Nonparametric statistics 
Indexes and tests of the relationship between qualitative or quantitative variables that are not normally distributed 

Test of proportion and goodness of fit test 

Nonparametric tests to compare means 

Parametric statistics of mean comparison 
ANCOVA 

ANOVA 

Repeated measures ANOVA 

Student's ttest 

Equivalence, noninferiority and superiority tests 

Software use 
Software use 
