interpret R Output – Statistic

The phenomenon of repealing criminal offenses is called recidivism. A study was conducted among a sample of prisoners at a correctional facility in Baltimore to predict recidivism on the basis of key demographic variables. The categorical dependent variable is Repeat (coded as 1 if a prisoner has previously been convicted of a crime, and 0 if this is the first offense). The independent variables are Age (in years), Marred (marital status coded as 1 if married and living with spouse at the time of the offense), and Education (number of years).

Table 1 depicts the output from running a logistic regression model with all predictors using 60% of the data as training data.

(a) Suppose a particular prisoner is 42 years of age, not married and has had 7 years of education.

What is the predicted probability that this prisoner has previously been convicted? Clearly show all calculations.
Assuming a cutoff of 0.5, should this individual be classified as a repeat offender or not? (b) Provide an interpretation of the coefficient of Married.
(c) Compute the accuracy of the classifier (Hint: based on the result of the validation data). (d) How many false positives are there in the validation data scoring?
see the whole Q in the attachment

Place your order
(550 words)

Approximate price: $22

Calculate the price of your order

550 words
We'll send you the first draft for approval by September 11, 2018 at 10:52 AM
Total price:
The price is based on these factors:
Academic level
Number of pages
Basic features
  • Free title page and bibliography
  • Unlimited revisions
  • Plagiarism-free guarantee
  • Money-back guarantee
  • 24/7 support
On-demand options
  • Writer’s samples
  • Part-by-part delivery
  • Overnight delivery
  • Copies of used sources
  • Expert Proofreading
Paper format
  • 275 words per page
  • 12 pt Arial/Times New Roman
  • Double line spacing
  • Any citation style (APA, MLA, Chicago/Turabian, Harvard)

Benefits of our college essay writing service

  • 80+ disciplines

    Buy an essay in any subject you find difficult—we’ll have a specialist in it ready

  • 4-hour deadlines

    Ask for help with your most urgent short tasks—we can complete them in 4 hours!

  • Free revision

    Get your paper revised for free if it doesn’t meet your instructions.

  • 24/7 support

    Contact us anytime if you need help with your essay

  • Custom formatting

    APA, MLA, Chicago—we can use any formatting style you need.

  • Plagiarism check

    Get a paper that’s fully original and checked for plagiarism

What the numbers say?

  • 527
    writers active
  • 9.5 out of 10
    current average quality score
  • 98.40%
    of orders delivered on time