Primary Tool
Spreadsheet Workspace
Spreadsheet is the right fit because Newton's method is inherently iterative. The row structure makes each update visible and editable.
Problem
Approximate a root of starting from using Newton's method.
This is a good worked example because it blends exact formulas, derivative information, and numerical iteration.
Why the table helps
Newton's update is . Writing that as spreadsheet formulas makes it easy to see whether the iterates stabilize, overshoot, or break down.
In this example the approximations quickly settle near the real root because the starting guess is already in a region where the tangent-line correction behaves well.
Step-by-step walkthrough
The spreadsheet exposes the recurrence row by row so that every new approximation can be checked against the previous one.
- 1Write the function and its derivative .
- 2Choose the starting guess .
- 3Compute and in the first row.
- 4Apply Newton's update to get the next approximation.
- 5Repeat the same formulas down the table so each row uses the previous row's approximation.
- 6Watch the values settle toward the root and compare how quickly the corrections shrink.
Common Pitfall
Newton's method is not just a button press. The iteration table shows whether the approximations are actually converging and whether a small derivative is making the update unstable.
Try a Variation
Change the starting guess to or . How does the iteration behave, and which start looks more stable?
Related Pages
Keep moving through the cluster
Proof that the limit of a convergent sequence is unique
A convergent sequence cannot settle down to two different numbers. The proof is short, but it is a good model for how contradiction and the definition of limit work together.
Open proof →
What a -value means and what it does not mean
A -value is a measure of how surprising the observed test statistic would be if the null hypothesis were true. It is not the probability that the null hypothesis itself is true.
Open explanation →