The table below show data that has been collected from different fields from various farms in a certain valley. The table contains the grams of Raspberries tested and the amount of their Vitamin C content in mg. Find a linear model that express Vitamin C content as a function of the weight of the Raspberries. Round your answers to 3 decimal places Vitamin C Raspberry Type grams content in mg Farm A - North Field 65 15.9 Farm B North Field 80 23.5 Farm A - South Field Farm B - South Field Farm C -Small Field 95 29.5 110 37.2 125 43.3 Farm D 140 49 Farm E 155 56.2
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.
 alt="The table below show data that has been collected from different fields from various farms in a certain valley.
The table contains the grams of Raspberries tested and the amount of their Vitamin C content in mg. Find a
linear model that express Vitamin C content as a function of the weight of the Raspberries.
Round your answers to 3 decimal places
Vitamin C
Raspberry Type
grams
content in mg
Farm A North Field
65
15.9
Farm B North Field
80
23.5
Farm A South Field
Farm B South Field
Farm C -Small Field
95
29.5
110
37.2
125
43.3
Farm D
140
49
Farm E
155
56.2
y =
x +
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