Least squares estimation of a nonlinear exponential model

The method of least squares is used to come up with a regression trend equation of a nonlinear exponential model.A software is developed which can do the following:1. Graph the curve of a given set of data2. Graph the log curve of a given set of data3. Compute the regression coefficients of a regres...

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Bibliographic Details
Main Authors: Madrid, Antonio B., Ylagan, Eric
Format: text
Language:English
Published: Animo Repository 1992
Subjects:
Online Access:https://animorepository.dlsu.edu.ph/etd_bachelors/15976
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Institution: De La Salle University
Language: English
Description
Summary:The method of least squares is used to come up with a regression trend equation of a nonlinear exponential model.A software is developed which can do the following:1. Graph the curve of a given set of data2. Graph the log curve of a given set of data3. Compute the regression coefficients of a regression trend equation4. Test the significance of the regression coefficient using T-test5. Estimate the value of a dependent variable Y in terms of a given independent variable X.The software is developed using TURBO PASCAL 5.5 and a Super VGA Monitor. This software should be run on a computer with a colored monitor for an efficient execution.