Analyzing Data

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<span style="font-size:95%; font-weight: bold;">►</span> '''General'''   
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'''General'''   
* [[General tips]]  
* [[General tips]]  
* [[Marginal significance]]  
* [[Marginal significance]]  
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* [[Inferential Statistics | What are "Inferential Statistics"?]]  
* [[Inferential Statistics | What are "Inferential Statistics"?]]  
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<span style="font-size:95%; font-weight: bold;">►</span> '''Data Screening'''  
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'''Data Screening'''  
* [[Purpose of Data Screening | What is the purpose of data screening/cleaning?]]  
* [[Purpose of Data Screening | What is the purpose of data screening/cleaning?]]  
* [[Data cleaning | Tips/tricks for Data cleaning]]  
* [[Data cleaning | Tips/tricks for Data cleaning]]  

Revision as of 23:41, 6 January 2011

Statistically analyzing and interpreting your collected data
Analyzingdata1.png

General

Data Screening

Missing Values

Outliers

Normality


  • Statistical Tests

- Meta-analysis
- Mediation
- What is an Interaction?
- Interaction between two continuous variables
- Interaction between categorical and continuous variables
- What is a correlation?
- What is a partial correlation?
- What is a point-biserial correlation?
- What is regression?
- What is a probabilistic causal analysis?
- What is analysis of covariance (ANCOVA)?

  • Other

- What is a scatterplot?
- What is linearity?
- Want help using SPSS?
- What is "syntax" in SPSS?
- What is Computational Modeling?
- What is a rank-based nonparametric test?

  • Transforming continuous into categorical variables

- Why transform continuous variables into categorical variables?
- How to dichotomize variables?
- Why cut into thirds or fourths instead of dichotomizing?

  • Composites

- How do I create a composite of items?
- Why create a composite of items?
- How do I know when it is appropriate to create a composite?
- How do I create a composite with items with different scale ranges?
- How do I create a composite with items labeled in opposite directions?


  Overview   Research Idea   Research Design   Collecting Data   Analyzing Data   Writing a Paper  
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