A river was contaminated with waste materials. Specimens of these materials were collected and their physical appearance recorded as shown in Table 3. Is there evidence of association between color and texture for these waste materials based on the given hypothesis? Explain your findings. Use ? = 0.05. H0: No relationship between texture and colour H1: Relationship exist between texture and colour colour colour colour texture light
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.
A river was contaminated with waste materials. Specimens of these materials were collected and
their physical appearance recorded as shown in Table 3. Is there evidence of association between
color and texture for these waste materials based on the given hypothesis? Explain your findings.
Use ? = 0.05.
H0: No relationship between texture and colour
H1: Relationship exist between texture and colour
| colour | colour | colour | |
| texture | light | medium | dark |
| fine | 4 | 20 | 8 |
| medium | 5 | 23 | 12 |
| coarse | 21 | 23 | 4 |
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