How do You Setup Indicators in Your Prophet Model?

In my previous post, I have discussed areas that you may consider in setting up input variables. Before I proceed my discussion on core variables, I would think that it is good for use to take a look on indicators - as indicators play an important role in setting core variables with various formulas (known as "variable definitions" in a Prophet model). 

The funny thing about indicators is: it DOES NOT carry any formulas that you need to use in calculating a variable! Basically, they are just some texts that you can combine using different logical operators (AND, OR, NOT), such as "ORD_PAR AND SING_PREM" for a single premium ordinary participating product. 

Know More About Input Variables

If you a Prophet user, you must have heard about input variables and core variables. In simple words, input variables that you need to define individually when you setup a product (of course you can accept the default definitions), whereas core variables are those will be automatically called from libraries when you perform a run. 

However, do you ever think how we should assign a variable as input variable or core variable? What are the characteristics that make a variable to be better assigned as input variable?

There is no a single right or wrong answer for the above questions. In this article, I am going to share my views (actually the treatment I adopted in the Prophet models I developed before) on how you can handle input variables in the Prophet models.

Master Products in Prophet Workspace - Many or Few?

When I worked on Prophet projects that involved setting up Prophet model from scratch or streamlining existing Prophet models, one of the common requests I came across was relating to no. of master products. Many Prophet users have such a perception, i.e. the lesser no. of master products in a Prophet workspace, the better it is.

Let's think about it, is this perception correct? When we are talking about of having a better Prophet model, what does the word "better" mean?

Define a BETTER Prophet Model

It is important for us to define what we expect from a "better" Prophet model, instead of focusing on the no. of master products in the model. Let me share some views if I am a Prophet user: