I wanted to add one thing to this discussion: it's worth being aware that some MLCC ceramic capacitors (e.g., specifically Class II MLCC's such as XR5, X6S, X7R,...) use high dielectric constant perovskite materials that can have surprisingly large capacitance changes with voltage (both AC and DC).