What does the residual plot tell you about the linear regression model? * Fitted Valae The plot suggests that the residuals having a constant variance. The linear model could not be used for prediction. We can conclude that there is significant relationship between the variables. The linear model is appropriate to explain the relationship between the variables. emp
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.
![What does the residual plot tell you about the linear regression model? *
Fitted Value
The plot suggests that the residuals having a constant variance.
The linear model could not be used for prediction.
We can conclude that there is significant relationship between the variables.
The linear model is appropriate to explain the relationship between the variables.
A researcher identified a random sample of 20 apartments near Bayan
Lepas Commercial Area. The dataset of the apartment price (in RM 1000)
and the distance (km) to the commercial area is collected. The parameter
estimation output is:*
ALL CALCULATIONS MUST BE MADE IN THREE DECIMAL PLACES
Standard
Coefficients
Error
t Stat
p-value
Intercept
215.810
10.714
20.143
8.52x10-14
X Variable 1
-10.203
3.900
-2.616
0.017511
Calculate:
For an apartment with a distance to commercial area is 3 km, the apartment price is
predicted to be_.
The residual at point (120, 3) is _ .
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