Difference between revisions of "An initial path towards statistical analysis"
| Line 4: | Line 4: | ||
Do you have several continuous variables without clear dependencies?<br> | Do you have several continuous variables without clear dependencies?<br> | ||
| − | Yes-> [[#Multivariate statistics| Multivariate statistics]]<br> | + | == Yes-> [[#Multivariate statistics| Multivariate statistics]]<br>== |
| − | No-> [[#Univariate statistics| Univariate statistics]]<br> | + | ==No-> [[#Univariate statistics| Univariate statistics]]<br> == |
| Line 16: | Line 16: | ||
[[At least one continuous and one categorical variable| | [[At least one continuous and one categorical variable| | ||
| − | + | More than 2 groups | |
[[Experiments#Analysis_of_Variance| Analysis of Variance]]<br> | [[Experiments#Analysis_of_Variance| Analysis of Variance]]<br> | ||
[[Data_distribution#The_normal_distribution|Dependent variable normally distributed]]<br> | [[Data_distribution#The_normal_distribution|Dependent variable normally distributed]]<br> | ||
Revision as of 21:57, 11 January 2021
Start here with your data
Do you have several continuous variables without clear dependencies?
Yes-> Multivariate statistics
No-> Univariate statistics
Categorical and continuous data (?)
Only continuous variables (?)
Only categorical variables (?)
[[At least one continuous and one categorical variable|
More than 2 groups
Analysis of Variance
Dependent variable normally distributed
INSERT TYPE II
INSERT RANDOM FACTOR
INSERT LMM
Dependent variable not normally distributed
Dependent variable is count data
Dependent variable is 0/1 or proportions
Non dependent relations? Correlations
Clear dependent relations
Regression models
Dependent variable normally distributed
Linear Regression
Dependent variable not normally distributed
Dependent variable is count data
Dependent variable is 0/1 or proportions
