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A professor investigated some of the factors that affect an individual student's final grade in his course.He proposed the multiple regression model Y = β0 + β1X1 + β2X2 + β3X3 + ε ,where Y is the final mark (out of 100),X1 is the number of lectures skipped,X2 is the number of late assignments,and X3 is the mid-term test mark (out of 100).The professor recorded the data for 50 randomly selected students.The computer output is shown below.
The regression equation is
= 41.6 - 3.18x1 - 1.17x2 + 0.63x3.
S = 13.74 R-Sq = 30.0%
ANALYSIS OF VARIANCE
-Does the data provide enough evidence to conclude that,at the 5% significance level,the final mark and the number of late assignments are negatively linearly related?
Generalist Practitioner
A social work professional who applies a broad range of skills and techniques to support individuals, families, groups, communities, and systems across various environments and situations.
Equitable Treatment
Fair and impartial treatment of all individuals, taking into consideration their specific circumstances and needs.
Needed Resources
Necessary materials, information, support, or other assets required to accomplish objectives or meet needs.
Ecological Perspective
An approach that emphasizes the complex interactions between individuals and their physical and social environments, highlighting the interconnectedness of factors affecting human behavior and social functioning.
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