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Dear Khizar,
Please, kindly tell us what your predicted event (response variable) is and the reference group for each of the categorical covariates in your fitted model. 
There is very little help any professional Statistician can give you regarding this query if my request above is not met.
Thanks

-Justice

 
Kind regards.
 
Justice Moses K. Aheto
Doctoral Student (United Kingdom)
MSc Medical Statistics (United Kingdom)
BSc Statistics (Ghana)
HND Statistics (Ghana)

(Chief Executive Officer)
Statistics & Analytics Consultancy Services Ltd.
E-mail: [log in to unmask]
Mobile:0044(0)7417589148 (United Kingdom)
             00233(0)509914602 (Ghana)


From: khizar azam <[log in to unmask]>
To: [log in to unmask]
Sent: Friday, March 8, 2013 2:32 PM
Subject: linear regression prediction equation

Dear all Greetings,
In a linear regression the prediction equation is of the form
predicted event= 0.05- 0.216 (Education) + 0.004 (personality scale) -0.102 (Do you smoke?) + 0.169 (Fatalism) + 0.021 (sleepiness scale score) + 0.105 (Marijuana?)
What will be the values of predicted event is it between 0 and 1.
education options illetrate and literate
personality scale score between 80-130.
fatalism- yes/no
smoke?-yes/no.
sleepiness score-0-25
marijuanause- yes(1)/no(0)
thanks
Khizar

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