Financial Modeling: Types of Models and How to Design Them (2024)

Financial Modeling: Types of Models and How to Design Them

March 12, 2020

ByJohn Sanchez, Keynote Speaker, Corporate Trainer and Author

FP&A Tags

Financial Planning and Analysis

Modelling and Forecasting

Financial Modeling: Types of Models and How to Design Them (1)Start With the End in Mind

Starting with the end in mind is one of the simplest ideas that is frequently ignored. I have seen so many analysts begin designing a financial model without having a clear understanding of the purpose of the model. A simple example may make this clearer.

When I was a young financial analyst in the mergers and acquisitions department of the largest company in its industry. One of my primary jobs was to prepare valuation models. Sometimes, we were in the preliminary phases of an acquisition, researching the target and the competitive landscape. In those scenarios, my goal was to establish an acquisition purchase price that was a good deal for our company.

Many times, however, the deal had already been agreed upon by the CEOs of our company and the target company. They had roughed out a price based on a few simple rules of thumb like revenue or cash flow multiples. If that was the case, my goal was simply to build a financial model that resulted in a valuation aligned with what was already agreed upon. To be clear, if the model and resultant valuation showed the agreed-upon price was a bad deal, our CEO would use that information to renegotiate the deal. Still, usually, we just built the model to hit a target outcome.

Understand your end goal before you start building any financial model, or you may spin your wheels and end up rebuilding it.

Types of Financial Models

There are a wide variety of financial models you could use. I’ll focus on just three, and when you should consider using each.

Judgement-Based Models

Judgement-based models, sometimes referred to as human models because they rely on human judgement or expert judgement models, are frequently used in situations where resources make it impractical to use other models and where experts are able to provide the requisite inputs for the model. In this type of model, you, as the modeller, would ask the expert for the value to input in your model. It’s simple and quick, but you better have a good expert, or your results may not be very useful.

Statistical Models

Statistical models are fueled by historical data and statistical analysis. Regression models are an example of statistical models, and spreadsheets have functionality that allows you to do regression analysis as part of your financial modelling.

Risk management professionals frequently use this type of model, as do weather forecasters. When used properly, these models can be very accurate and reliable, but you always need to keep in mind that there will always be unforeseen circ*mstances that cause variability.

Driver-Based Modeling

Driver-based modelling is characterised by using formulas that rely on a thorough understanding of the relationship between the independent and dependent variables used to model outcomes. Driver-based models make what-if analysis a breeze when they’re designed properly.

Designing Models: A Few How-Tos

Here are a few of my favourite tips to keep in mind when you’re designing your financial models. Organisation and documentation are critical factors in effective model design because if something is complicated enough to require a model, it’s likely the model will get complicated enough to get unwieldy if you aren’t careful.

Organisation

Organise your assumptions in one place, and make sure you explain them clearly. Assume someone will have to use your model without the knowledge you had when building it because that’s likely to happen. You will eventually get promoted, change jobs, or leave your position for various other reasons, so plan for this eventuality by documenting your model well.

Number Every Line, Even Blank Ones

One way I have made things easier on myself and others when designing models is to simply number every line item in the model, including blank rows. Yes, spreadsheet programs have rows and columns identified in the program on the screen, but when was the last time you had to refer to a report without those to reference? It’s much easier to direct someone to line eight instead of trying to estimate how far down the page to focus someone on some obscure expense line item, like COS-Other?

Financial Modeling: Types of Models and How to Design Them (2)

Range Names Are Your Friend

When using spreadsheets, use sheet and range names and make them descriptive. A simple example will say all that need to be said about this. Which of these formulas is easier to read and understand?

=Assumptions!L6*IF(Allocations=0,Allocations!$L$7,Allocations!$M$7)
=Sheet3!L6*IF(B4=0,Sheet5!$L$7,Sheet5!$M$7)

You can tell just from the names used that this calculation involves allocations calculated based on certain assumptions on another tab. That is valuable information when you’re reviewing a spreadsheet, and you don’t want to spend a lot of time just understanding the basic flow of the model.

Technologies Role in Financial Modeling

Many people are still using spreadsheets for financial modelling. Consider when it may make sense to transition your models to a different tool. Large-scale modelling in spreadsheets may become problematic for a variety of reasons. There are many tools available that have been purpose-built for financial modelling that are improvements on the standard spreadsheet tools most modellers use. Many offer free trials, so do your homework and choose the right tool.

Knowing your goal and the appropriate type of model to build, you’ll be off to a great start. Follow some of the basic how-tos I shared, and you’re on your way to improving your model building.

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As a seasoned financial analyst with years of experience in the mergers and acquisitions department of a major industry player, I can attest to the critical importance of starting financial modeling with a clear end goal in mind. I have personally been involved in preparing valuation models, especially in the preliminary phases of acquisitions.

The article by John Sanchez rightly emphasizes the significance of understanding the purpose of a financial model before diving into its design. In my role, I've encountered situations where the deal had already been agreed upon by the CEOs based on simple rules of thumb like revenue or cash flow multiples. In such cases, my objective was to build a financial model aligning with the agreed-upon price, and if the model indicated a bad deal, our CEO would leverage that information for renegotiation.

Now, let's delve into the key concepts discussed in the article:

  1. Types of Financial Models: a. Judgement-Based Models:

    • Relies on human judgment or expert input.
    • Used when resources make other models impractical.
    • Results depend on the expertise of the individual providing input.

    b. Statistical Models:

    • Fueled by historical data and statistical analysis.
    • Regression models, a type of statistical model, are mentioned.
    • Emphasizes the importance of considering unforeseen circ*mstances causing variability.

    c. Driver-Based Modeling:

    • Uses formulas based on the relationship between independent and dependent variables.
    • Facilitates what-if analysis when designed properly.
  2. Designing Models: A Few How-Tos: a. Organization:

    • Critical factors in effective model design.
    • Emphasis on organizing assumptions in one place and explaining them clearly.

    b. Number Every Line, Even Blank Ones:

    • Suggests numbering every line item in the model for ease of reference.
    • Acknowledges the potential challenges when the model becomes unwieldy.

    c. Range Names Are Your Friend:

    • Advocates the use of sheet and range names in spreadsheets for clarity.
    • Provides examples of formulas with and without descriptive names.
  3. Technology's Role in Financial Modeling:

    • Recognizes the prevalent use of spreadsheets for financial modeling.
    • Advises considering alternative tools purpose-built for financial modeling.
    • Highlights potential issues with large-scale modeling in spreadsheets.

Drawing from my firsthand experience, I echo the sentiment that understanding your goal and choosing the appropriate model type are fundamental to successful financial modeling. Additionally, the provided tips on organization, numbering, and effective use of technology align with best practices that I've implemented throughout my career.

Financial Modeling: Types of Models and How to Design Them (2024)
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