What Is a Method That Can Be Used to Minimize

question 85

Multiple Choice

What is a method that can be used to minimize the penalized least squares criterion when using neural network modeling?

• A) Fit the model 10-50 times using differing sets of randomly selected starter values to each fit.
• B) Fit the model once with a predetermined starter value.
• C) Use the set of parameters that yields the largest value of the penalized least squares.
• D) Fit the model hundreds of times using differing sets of randomly selected starter values to each fit, to mimic using the entire population of data.

---

Definitions:

Position Power

The power or authority attributed to someone based on their position within an organizational hierarchy.

Leader-member Relations

The dynamics and quality of the interaction between a leader and their followers, affecting group cohesion and performance.

LPC Scale

A measurement used in leadership research to assess a leader's task-oriented or relationship-oriented style based on their least preferred coworker.

Leadership Style

Refers to the approach and methodology employed by a leader to guide and influence the behavior of their followers.