Applicati "Opening up" is thought to improve individuals' mood following a tragic incident. A health psychologist decided to validate this theory on PTSD patients. The psychologist collected a sample of 29 PTSD patients and asked them to talk about their PTSD related issues ("open up") with their family. The psychologist assessed the patients' level of happiness afterwards and obtained a mean of 115.17 with a variance of 24.01. The average happiness of PTSD individuals is known to be 111. What can be concluded with a = 0.10?
Correlation
Correlation defines a relationship between two independent variables. It tells the degree to which variables move in relation to each other. When two sets of data are related to each other, there is a correlation between them.
Linear Correlation
A correlation is used to determine the relationships between numerical and categorical variables. In other words, it is an indicator of how things are connected to one another. The correlation analysis is the study of how variables are related.
Regression Analysis
Regression analysis is a statistical method in which it estimates the relationship between a dependent variable and one or more independent variable. In simple terms dependent variable is called as outcome variable and independent variable is called as predictors. Regression analysis is one of the methods to find the trends in data. The independent variable used in Regression analysis is named Predictor variable. It offers data of an associated dependent variable regarding a particular outcome.
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