logistic regression 6

Part A on GLM:

  1. Please work on the same Example -Rats Survival Dataset in the R library(survival) (See pp. 219-224 in Ch. 11, J. Strickland, 2014).
  2. Use the same R codes in that example to generate the same results as in the text.
  3. Give a good summary and conclusion of your findings with insight.

Part B:

  1. Please work on the example in reference 2, using logistic regression method on the demographic variables in the adult data to predict if an individual will earn more than $50K? Following the following steps:
  • Import the data
  • Check for class bias
  • Create training and test samples
  • Compute information value to find out important variables
  • Build logit models and predict on test data
  • Do model diagnostics
  1. Give a good summary and conclusion of your findings with insight.

The project should have cover page, following APA format with at least 1000 words (excluding title page and references page) and references page. Please use subtitles to make your assignment reader friendly.

References:

  1. Predictive Analytics Using R by Jeffrey Strickland (2014). Retrieved from https://www.slideshare.net/JeffreyStricklandPhD/predictiveanalyticsusingrredc
  2. Logistic Regression. Retrieved from http://r-statistics.co/Logistic-Regression-With-R.html
  3. APA format https://owl.english.purdue.edu/owl/resource/560/01/

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