Question
In which of the following statistical analysis we have more than one dependent/ outcome variables?
The correct answer is
Multi-variate analysis of variance
Understanding Statistical Analysis with Multiple Dependent Variables
The question asks to identify the statistical analysis method that accommodates more than one dependent variable or outcome variable. Let's examine the options:
Analyzing Analysis Types
- Simple Regression: This method is used to examine the relationship between one dependent variable and one independent variable. It does not handle multiple dependent variables.
- Multiple Regression: This technique analyzes the relationship between one dependent variable and two or more independent variables. While it uses multiple predictors (independent variables), it still focuses on a single dependent variable.
- Multi-variate Analysis of Variance (MANOVA): MANOVA is specifically designed for situations where researchers want to study multiple dependent variables simultaneously, along with one or more independent variables (factors). The key feature is the presence of *multiple* dependent variables.
- Three-way Analysis of Variance (ANOVA): ANOVA, including a three-way ANOVA, typically investigates the effect of three independent variables (factors) on a *single* dependent variable. It does not inherently handle multiple dependent variables.
Identifying the Correct Statistical Method
Based on the definitions:
- Simple Regression: 1 Dependent Variable
- Multiple Regression: 1 Dependent Variable
- Three-way ANOVA: 1 Dependent Variable
- Multi-variate Analysis of Variance (MANOVA): More than 1 Dependent Variable
Therefore, Multi-variate Analysis of Variance (MANOVA) is the statistical analysis method used when there are multiple dependent/outcome variables.
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Important Questions from Psychology and Life - Teaching
- In which of Piaget's stages of development would a child be when he has just developed object permanence ?
- According to Negative State Relief Model, people provide help to others because :
1. People provide help to others to regulate their moods.
2. Helping is a means to momentarily boost emotion.
3. People provide help due to the fear of the consequences of help.
4. It bolsters their spirit over long periods.
Codes: - Read each of the following two statements – Assertion (A) and Reason (R) and indicate your answer using the codes given below :
Assertion (A): Transpersonal psychotherapy views man as a spiritual being, views consciousness as central to therapy and emphasizes emotions, feelings and experimental aspects of the client.
Reason (R): Self-acceptance, flexibility, recognition and awareness are some important concepts of Rational Emotive behaviour therapy.
Codes: - Read each of the following two statements – Assertion (A) and Reason (R) and indicate your answer using the codes given below :
Assertion (A): Organizational justice is perception of what is fair in the workplace composed of distributive, procedural and interactional justice.
Reason (R) : Employees have greater tolerance of overpayment inequities than underpayment inequities as part of distributive justice.
Codes: - A strategy designed to gain favourable response to a small request at first, with the intent of making the person more likely to agree later to a larger request is known as
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