To investigate the relationship between yield of potatoes, y, and level of fertilizer application, x, a researcher divides a field into eight plots of equal size and applies differing amounts of fertilizer to each. The yield of potatoes (in pounds) and the fertilizer application (in pounds) are recorded for each plot. The data are as follows: 1.5 25 31 2 2.5 3 27 28 3.5 4 4.5 36 35 32 34 Calculate: 1. SSxx , SSyy and SSy 2. The estimate of the slope 3.The estimate of the intercept 4, Write the estimate of the least square equation line
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.
![To investigate the relationship between yield of potatoes, y, and level of fertilizer application, x, a researcher divides a field into eight plots of equal size and applies differing amounts of fertilizer to each. The yield
of potatoes (in pounds) and the fertilizer application (in pounds) are recorded for each plot. The data are as follows:
1.5
2
2.5
3.5
4
4.5
| 25
31
27
28
36
35
32
34
Calculate:
1. SSxx, SSyy and SSxy
2.The estimate of the slope
3.The estimate of the intercept
4, Write the estimate of the least square equation line
5.Calculate the estimate of y if x=6.3
6. Calculate the correlation coefficient r.
7. What you can say about correlation r.](/v2/_next/image?url=https%3A%2F%2Fcontent.bartleby.com%2Fqna-images%2Fquestion%2Fc2e25a82-bcfd-447c-8081-9d5a308dcd35%2F899c3098-7b2a-497d-ad4b-a9734f86828f%2Fb8df1eu_processed.png&w=3840&q=75)
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