explain the following tables (file attached). what is the relationship between interest rates and stock price? is this regression model is best fit? and interpret the model summary and ANOVA table.
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.
explain the following tables (file attached). what is the relationship between interest rates and stock price? is this regression model is best fit? and interpret the model summary and ANOVA table.
![Model Summary
Adjusted R
Std. Error of the
Model
R Square
R.
Square
Estimate
1
.611
.374
.195
432.98297
a. Predictors: (Constant), weighted average inflation rate(%), weighted
average t-bills
ANOVA
Model
Sum of Squares
of
Mean Square
F
Sig.
1
Regression
783396.227
391698.114
2.089
194
Residual
1312319.739
7
187474.248
Total
2095715.967
9.
a. Dependent Variable: NEPSE Index
b. Predictors: (Constant), weighted average inflation rate(%), weighted average t-bill](/v2/_next/image?url=https%3A%2F%2Fcontent.bartleby.com%2Fqna-images%2Fquestion%2Fea4ca4ec-f8c8-409f-8081-6f51bb3b898c%2F34230cb3-a070-48c2-b83b-94bbd0316208%2Flbtpyut_processed.png&w=3840&q=75)
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