If a researcher allows his own values and opinions to affect his analysis, he is guilty of:

The answer to this question is Bias

When researchers are being biased in their analysis, all of their analysis become really unreliable because it does not fully reflect to the truth.

To make the result of the researchers fully reliable, researchers need to base their analysis solely to the data at hand