---
title: "Meaning & Key Takeaway of: If each of your time steps is one week…"
description: "\"If each of your time steps is one week long, you are not modeling the stock price terribly well over a one-week time period, because you are saying tha..."
image: "https://sms4smile.com/quotes/i/539/john-hull-28186_because_if-each-of-your-time-steps-is-one-week-l_2205479.jpg"
---

#  If each of your time steps is one week long, you are not…

![“If each of your time steps is one week long, you are not modeling the stock price terribly well over a one-week time period, because you are saying that there are only two possible outcomes.” quote by John Hull](https://sms4smile.com/quotes/i/539/john-hull-28186_because_if-each-of-your-time-steps-is-one-week-l_2205479.jpg)   [Download](https://sms4smile.com/quotes/i/539/john-hull-28186_because_if-each-of-your-time-steps-is-one-week-l_2205479.jpg) [Open image](https://sms4smile.com/quotes/i/539/john-hull-28186_because_if-each-of-your-time-steps-is-one-week-l_2205479.jpg)

> “If each of your time steps is one week long, you are not modeling the stock price terribly well over a one-week time period, because you are saying that there are only two possible outcomes.”

[John Hull](https://sms4smile.com/quotes/author/john-hull/)

## About This Quote

This interpretation was drafted with AI assistance. It is one reading of the quote, not the author's own explanation.

Modeling stock prices with weekly steps oversimplifies outcomes, allowing only two possibilities per week.

**In simple terms:** Weekly modeling is too simplistic.

Key Takeaway

Use finer time steps for realistic modeling.

Themes

finance modeling precision

Mood

analytical cautious

Type

technical educational

When to use this quote

- trading strategies
- financial forecasting
- risk management
- academic teaching

Key Concepts

stochastic processes risk assessment

Questions to Reflect On

- How might daily steps improve price predictions?
- What trade-offs exist between model simplicity and accuracy?

A Different Perspective

More granular models increase complexity and data needs.

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