When you want to change your iPhone password follow these directions:
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Go to My Apple ID.
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Choose Manage Your Apple ID.
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Enter your name and current password.
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Choose Password and Security.
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Change security question and choose Reset Security Information.
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Choose Change Password.
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Enter old password and then enter new password and confirm it is correct.
Source: Apple Support