Describe and compare the clustering models

Assignment Help Applied Statistics

Reference no: EM132357470

Assignment - CLUSTER ANALYSIS

Instructions - Perform cluster analysis using several methods for different features.

How did you determine a suitable number of clusters for each method?

Use internal and external validation measures to describe and compare the clustering models and the clusters (some visual methods would be good).

Describe your results. What findings are the most interesting?

Required the codes used step by step Data file attached.

Some information about the data file:

Input variables:

1) S: employee's satisfaction level (on a scale of 0 to 1, 0 - the least satisfied, 1 - the most satisfied)

2) LPE: employee's last project evaluation level (on a scale of 0 to 1, 0 - the lowest, 1 - the highest)

3) NP: the number of projects worked on by the employee in the last 12 months.

4) ANH: the average numbers of hours worked weekly by the employee over the last 12 months

5) TIC: the time spent in the company in years (1 - one year, 2 - 2 years and so on)

6) newborn: whether or not the employee had a newborn within the last 12 months (0 - no newborn, 1 - had a newborn)

Outcome variable:

1) left: if the employee indeed left or not (0 - stay, 1 - left).

Attachment:- Statistics Assignment Files.rar

Reference no: EM132357470

Questions Cloud

How do gender and culture affect the reaction in situation : At present, there is no agreed upon overall theory of emotion. Several theories compete and each has a different perspective on the relative roles.

Discuss my reactions to my client behavior : If you were working with a difficult and resistance client, the best approach would be:

What factors lead to the experience of stress : Stress is something that seems to be an inevitable part of the modern world where deadlines direct us, changes challenge us, and the unexpected unnerves us.

What is the purpose of national credentialing : What is the difference between state licensure and national credentialing? Can a counselor practice in their state with only a national credentialing?

Describe and compare the clustering models : Use internal and external validation measures to describe and compare the clustering models and the clusters (some visual methods would be good)

What symptoms would a client with schizophrenia exhibit : What symptoms would a client with schizophrenia exhibit? What symptoms did Ted display? How would you have addressed Ted's symptoms related to delusions.

Describe an instance in which you achieved sudden insight : Compare and contrast sudden insight with other problem solving strategies. Describe an instance in which you achieved sudden insight when solving a complicated.

Explain the definition of living will and its key components : Explain the definition of a living will and its key components. This section will provide an educational overview of the document for the patient.

What role has prior knowledge and experience played : What role has prior knowledge and experience played in your ability to solve problems? Do you think that this is evidence that relying on heuristics.

User Account

All Pages