STAT 200 Week 7 Homework Problems Please type your answers to these questions in this document using FULL SENTENCES. Show your work and/or include your reasoning for all problems. Save your work as a...

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Answered Same DayAug 02, 2021

Answer To: STAT 200 Week 7 Homework Problems Please type your answers to these questions in this document using...

Sudharsan.J answered on Aug 04 2021
155 Votes
Question-1:
    SUMMARY OUTPUT
     
     
     
     
     
     
     
    
    
    
    
    
    
     
    Regression Statistics
     
    
    
    
    
    
     
    Multiple R
    0.76
    
    
    
    
    
     
    R Square
    0.58
    
    
    
    
    
     
    Adjusted R Square
    0
.58
    
    
    
    
    
     
    Standard Error
    1441.62
    
    
    
    
    
     
    Observations
    48
    
    
    
    
    
     
     
    
    
    
    
    
    
     
    ANOVA
    
    
    
    
    
    
     
     
    df
    SS
    MS
    F
    Significance F
    
     
    Regression
    1
    134646420.39
    134646420.39
    64.79
    0.0000
    
     
    Residual
    46
    95600982.28
    2078282.22
     
     
    
     
    Total
    47
    230247402.67
     
     
     
    
     
     
    
    
    
    
    
    
     
     
    Coefficients
    Standard Error
    t Stat
    P-value
    Lower 95%
    Upper 95%
     
    Intercept
    5363.86
    567.24
    9.46
    0.0000
    4222.07
    6505.66
     
    House Value
    0.02
    0.00
    8.05
    0.0000
    0.02
    0.03
     
Inference:
The model is run with an explanatory variable (House value), the above table says that there is a positive relationship between house value and rental income. There was a statistically significance difference noted between house value and rental income I. Based on the test of significance and adjusted R-squared value it is found model is Less fits the data with adj-R square (0.58).
The fitted equation of the best model is:
 Rental Income= 5363.865+(0.0244*HouseWorth)
When a house worth is $227,000, the predicted rental income of the house is found to be $10902.7 and When a house worth is $40200, the predicted rental income of the house is found to be $15172.7
Question-2:
     
    House Value
    Rental Income
    House Value
    1.00
    
    Rental Income
    0.76
    1.00
    Regression Statistics
     
    Multiple R
    0.76
    R Square
    0.58
    Adjusted R Square
    0.58
Correlation is used to find the relation between the two variables, Here the given data follows normal distribution, so we used pearson correlation to find the relationship between house value and rental income. It is found that house value is positive relation with 0.76% of correlation with Rental income.
The correlation coefficient is r= 0.764 and coefficient of determination is r2 = 0.584.
Because r is close to 0.8, it tells us that the linear relationship is strong, but not very strong. The r2 value tells us...
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