How to change incorrect Wi-Fi password?
Solution 1:
There are two ways to do this...
Modify the Password in Keychain
You can do this under Keychain Access. You will find all your saved Wi-Fi networks under the "System" keychain in the "Passwords" category.
Double clicking on the SSID (mine are redacted for security) will bring up a dialog box with the details for that particular Wi-Fi network. From here, you can enter in a new password.
Delete the Network & Rejoin
You can also solve the issue by deleteing the network and rejoining it. Simply go into your System Preferences > Network and select your Wi-Fi Adapter. Click on the Advanced... button and you will be able to delete your Wi-Fi Network. Just rejoin and enter in the good password.