Multiple Regression is a form of regression analysis that explains the relationship of "multiple" predictor or independent variables with one dependent variable. 

  A moving average is a statistical technique that can be used to get a better understanding of the trends within a (X) number of periods or a data set.  It does this by gathering the average of a defined subset within a series of numbers. 

  The waste of motion or movement is any motion or movement by people and or machines that does not add or create value.


Examples:

1. Excessive movement.
2. Reaching to high or to low.
3. Excessive clicking or key strokes on a computer.
4. Looking for tools.
5. Email attachments and CC's of unnecessary people.

Caused by:

• Poor work or office layouts.
• functional or widely spaced equipment.
• Inconsistent work methods.
• Poorly designed ergonomics.

Solutions:

1. Standardize work activities.
2. When setting up offices or machine layouts include the people who work in the area.
3. Use automation where possible.

Question:
  What types of motion waste do you observe from day to day?

**place answers in comments section**

  The mission of an organization is often depicted as a statement.  It is a written statement which defines an organization's core purpose.  According to the business dictionary a properly crafted mission statement:

1. Serves as a filter to separate what is important from what is not. 
2. Clearly state which markets will be served and how.
3. Communicates a sense of direction to the entire organization.

  The mission can be described as the causal factor, which ultimately creates or moves the company in the direction of the vision (effect).  Another way to discern or understand the difference between an organizations vision and their mission is to look for the difference between future and present.  A vision is future based.  It is "where" you are headed.  The mission on the other hand explains why the organization exists.  

Reference: Business Dictionary - Mission Statement

  Muri is the overburdening of operators or equipment.  Muri often asks or sometimes requires either people or machines to work much harder and much longer than a regular or "appropriate" schedule would. 

Example:

• Requiring workers or machines to run at a constant consistent pace with no breaks.
• Placing undue, unnecessary stress on operators or machines.

  What examples of Muri can you think of?  Place your answers in the comments section below.

  A make to order production environment is one in which manufacturing or in the case of a service, service, starts only after receiving a customer's order. 

  A make to stock production strategy is used mostly in forecasting environments.  The Apics dictionary 14'th edition defines Make to Stock as a production environment where products can be and usually are finished before receipt of a customer order.  Customer orders are typically filled from existing stocks and production orders are used to replenish stocks.

​

  A water spider/runner/mizusmashi is someone who transports materials quickly and efficiently from work area to work area.  Typically the water spider will collect, deliver and log the flow of materials as they move from area to area.  This person will also attempt to move as much non-value added work away from the primary member.

​

  A material information flow diagram is a value stream map.  Toyota refers to the map as material and information flow because the map visually shows the flow of materials and information.

See also: Value Stream Map.