How to phrase a hypothesis for simulated model on a experiment report?

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SUMMARY

The discussion focuses on formulating a hypothesis for a simulation experiment involving two attributes: one independent variable (A) and one dependent variable (B). The participant seeks to clarify that the model is a simplified version and does not represent real-life complexities. The recommended hypothesis formulation is: "If A is increased, then B will increase," without the need for additional assumptions, as the simulation controls for other variables. This approach emphasizes the controlled nature of the experiment while acknowledging its limitations.

PREREQUISITES
  • Understanding of hypothesis formulation in experimental design
  • Familiarity with independent and dependent variables
  • Knowledge of simulation modeling techniques
  • Basic principles of controlled experiments
NEXT STEPS
  • Research best practices for writing hypotheses in scientific experiments
  • Explore simulation modeling tools such as AnyLogic or MATLAB
  • Learn about the impact of variable control in experimental design
  • Investigate factors affecting human behavior in civic contexts
USEFUL FOR

Researchers, students, and professionals involved in experimental design, particularly those focused on simulations and human behavior analysis in civic contexts.

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Homework Statement


I'm setting up an experiment for a simulation. I'm not sure how to formulate the hypothesis. The model used in the simulation is the first iteration, so I'm just using 2 attributes, 1 independent (A) and 1 dependent (B). As a result, I need to state explicitly that this model is not representative of real life, and just used as step in extending the model. In real life there are many other factors which we could assume are included, but I'm not simulating these yet.

So my question is, how do I state this explicitly (and formally) as part of my hypothesis?

2. Homework Equations

My initial thought is to state the hypothesis as:

If A is increased, then B will increase.​

The Attempt at a Solution


With assumptions made:

If A is increased, then B will increase, assuming for the purpose of the simulation no other attributes affect B.​
 
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Welcome to PF;
I need to state explicitly that this model is not representative of real life, and just used as step in extending the model. In real life there are many other factors which we could assume are included, but I'm not simulating these yet.
... you just did: say that.
If A is increased, then B will increase, assuming for the purpose of the simulation no other attributes affect B.
... you don't need the assumption - you are simulating the results of an experiment where there is strict control of variables, so only one will be allowed to vary and the other measured.

The description is very abstract though - is there some reason you cannot tell us what you are simulating?
 
Thank you, Simon. That's helpful. Glad I was on the right track.

I wanted to keep it general. It has to do with factors affecting human behaviors in a civic context.
 

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