Create plots to explore the variables that seem to explain administrators’ ability to complete a set of tasks

INSTRUCTIONS TO CANDIDATES

ANSWER ALL QUESTIONS

CRM and Data Mining

Instructions: 

• This is an individual student assignment.

• Use SAS for your analysis.

• Submit via Blackboard only. No email submissions will be accepted.

• Copy and paste the SAS code nicely as an Appendix and refer to them in your answers.

• Bonus points will be given for good presentation of the Assignment.

• Submit one file.

A management consultant is interested in understanding the effect of experience and training in an administrator’s ability to complete a set of tasks in a specified amount of time. The consultant has access to data (adminstrators.csv) on the performance of 75 randomly selected administrators. The variable Experience measures months of administrator experience and the variable Training measures the number of relevant training credits. The variable Completed captures whether administrator completed a set of tasks or not.

1. Create plots to explore the variables that seem to explain administrators’ ability to complete a set of tasks. Comment on the results.

2. Based on the model, estimate a model that can explain administrators’ ability to complete a set of tasks. Use the entire dataset for prediction. Comment on the model output and the results. 

3. Among those who completed the task, what is the percentage of administrators incorrectly classified as failing to complete the task? 

4. How much experience must be accumulated by an administrator with four units of training before the estimated probability of completing the task exceeds 0.5 for the administrator?

Attachments:

Related Questions

. The fundamental operations of create, read, update, and delete (CRUD) in either Python or Java

CS 340 Milestone One Guidelines and Rubric  Overview: For this assignment, you will implement the fundamental operations of create, read, update,

. Develop a program to emulate a purchase transaction at a retail store. This  program will have two classes, a LineItem class and a Transaction class

Retail Transaction Programming Project  Project Requirements:  Develop a program to emulate a purchase transaction at a retail store. This

. The following program contains five errors. Identify the errors and fix them

7COM1028   Secure Systems Programming   Referral Coursework: Secure

. Accepts the following from a user: Item Name Item Quantity Item Price Allows the user to create a file to store the sales receipt contents

Create a GUI program that:Accepts the following from a user:Item NameItem QuantityItem PriceAllows the user to create a file to store the sales receip

. The final project will encompass developing a web service using a software stack and implementing an industry-standard interface. Regardless of whether you choose to pursue application development goals as a pure developer or as a software engineer

CS 340 Final Project Guidelines and Rubric  Overview The final project will encompass developing a web service using a software stack and impleme