Minor corrections in the documentation

[luisfabib]

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Fix 1

• Change covariance-based uncertainty to moment-based uncertainty throughout. e.g.

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Fix 2

• Fix rendering error, should not be bold-faced.

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Fix 3

• Fix failing code in examples.