Difference between revisions of "An initial path towards statistical analysis"
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<div id="Only continuous variables">Only continuous variables</div> | <div id="Only continuous variables">Only continuous variables</div> | ||
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| + | [[Correlations|Correlations]] | ||
| − | + | Clear dependent relations | |
| − | + | [[Causality|Regression models]]<br> | |
| − | + | [[Data_distribution#The_normal_distribution|Dependent variable normally distributed]]<br> | |
| − | + | Linear Regression | |
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| + | [[Data_distribution#Non-normal_distributions|Dependent variable not normally distributed]] | ||
| + | [[Generalised linear model|Generalised linear model]] | ||
| + | [[Poisson GLM|Dependent variable is count data]] | ||
| + | [[Binomial GLM|Dependent variable is 0/1 or proportions]] | ||
Revision as of 21:51, 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
