We use cookies to create the best experience for you. Keep on browsing if you are OK with that, or find out how to manage cookies.
Nobody downloaded yet

The Concept of Linear Regression - Essay Example

Comments (0) Cite this document
Summary
The author of this essay "The Concept of Linear Regression" casts light on the regression interpretation. It is stated that regression is defined as a measure of a relation between the mean values of a given variable with the corresponding values of other variables. …
Download full paperFile format: .doc, available for editing
Polish This Essay94.1% of users find it useful
The Concept of Linear Regression
Read TextPreview

Extract of sample
"The Concept of Linear Regression"

Download file to see previous pages However, a multiple regression models comprises of a single independent variable with multiple independent variables. For instance, stock returns are dependent on interest rates, risk, dividend payout ratio and various other variables.
The most common example of simple linear regression is market index model. It assumes that the returns on the stock are only dependent on market returns (Elton & Gruber, 2007). Observations of the market often reveal that as the market goes up, the stock also follows the same direction. This implies that stock returns are correlated with market returns thus we can relate it to the stock market index.
An example of multiple regression is cited in the literature by Lusztig & Schwab (1970), where multiple regression analysis was used to estimate the insurance expenses (dependent variable), through commission, profit and contingencies and premium taxes (independent Variables).
Minimum least (sum of squares) method is used to estimate the model for regression equation. The values are chosen in such a way that the (vertical) distances from the data points to the fitted lines are minimized (so that the line fits the data as closely as possible). The figure below shows the best-fitted line for a simple linear regression model.
For instance, there is a general perception that there are indications that "soda and sweetened drinks are the main sources of calories in American Diet," therefore most of the nutritionists recommend that soft drinks can be detrimental to health if they are consumed excessively. ...Download file to see next pagesRead More
Cite this document
  • APA
  • MLA
  • CHICAGO
(“The Concept of Linear Regression Essay Example | Topics and Well Written Essays - 500 words”, n.d.)
The Concept of Linear Regression Essay Example | Topics and Well Written Essays - 500 words. Retrieved from https://studentshare.org/statistics/1572353-linear-regression-business-statistics
(The Concept of Linear Regression Essay Example | Topics and Well Written Essays - 500 Words)
The Concept of Linear Regression Essay Example | Topics and Well Written Essays - 500 Words. https://studentshare.org/statistics/1572353-linear-regression-business-statistics.
“The Concept of Linear Regression Essay Example | Topics and Well Written Essays - 500 Words”, n.d. https://studentshare.org/statistics/1572353-linear-regression-business-statistics.
  • Cited: 0 times
Comments (0)
Click to create a comment or rate a document
CHECK THESE SAMPLES - THEY ALSO FIT YOUR TOPIC
Response Format/ Linear Regression
The two major response formats that we want to exclusively dissect are the Likert response format and the open-ended questions or interviews (Fisher, Weiss & Dawis 1968). Likert Scale The response format is of much interest because it is what was used to create 25 test items for an assignment a week ago.
4 Pages(1000 words)Research Paper
Linear Regression Exercises
For instance, when the number of hours worked increase so does the income. The correlation between the variables was moderate and positive, r = 0.3, If r is close to 0, it implies that there is less or no relationship between the variables (Bryman and Cramer, 1990).
5 Pages(1250 words)Essay
Linear Function
.. Life is mixture of all types of function. Every thing we do is related to some other thing in our life in one or other way, linearly or nonlinearly. As an example duration for which our phone work is inversely proportional to the number of minutes you spend on the phone.
2 Pages(500 words)Essay
Correlation analysis, linear regression (Quantitative Methods in Political Science)
The scatter plot of these variables suggests that there is a strong positive correlation exists between these variables (figure 1). Table 1 shows the output of SPSS
5 Pages(1250 words)Essay
Business Statistics
 Business statistics is a field that makes use of the statistical tools and allows the business managers to make the best possible decisions at the time of uncertainty. These tools allow the managers to covert the raw data into useful information which plays a significant role in the decision-making process (Keller, pp. 6). 
6 Pages(1500 words)Term Paper
Linear Regression and Regression Analysis
Regression is based on the assumptions that there exists a linear relationship between the involved variables and that they have an additive relationship. There are many regression techniques one of them
2 Pages(500 words)Assignment
Social Anxiety Report - Linear Regression
s such as age, gender, own relationship, friends, social media, grade number, grade score, rural/urban background, number of siblings and parent relationship status. The study revealed that not all these factors have linear relationship with social anxiety score. Some factors
5 Pages(1250 words)Essay
Multiple Linear Regression
R2 measures the proportion of the variation on the dependent variable which is explained by the independent variable in a linear regression model. It also measures how best the regression model fits. Adjusted R2 adjusts the statistics based on
1 Pages(250 words)Assignment
Multiple Linear Regression Analysis
The multiple linear regression analysis methods used in the research paper consists of several combined methods that are brought together for efficient analysis. The first method which is called the “first generation” works through assessment of the new policies.
2 Pages(500 words)Research Paper
Foundations for Change and Linear Regression Scatterplot
When the administration/management acknowledges past failures it increases the employee’s confidence in the success of future change initiatives. An organization needs change if there is a
4 Pages(1000 words)Assignment
Let us find you another Essay on topic The Concept of Linear Regression for FREE!
Contact us:
+16312120006
Contact Us Now
FREE Mobile Apps:
  • About StudentShare
  • Testimonials
  • FAQ
  • Blog
  • Free Essays
  • New Essays
  • Essays
  • The Newest Essay Topics
  • Index samples by all dates
Join us:
Contact Us