Previous month, quarter, etc. filtering seems off by one day

When creating a filter using a date field of a related child object and using "maximum = Previous month", the results seem to be off by one day. For example, the current month is November and the filter pulls data with dates from Oct 2nd through Nov 1st.  

Has anyone noticed this behavior?   Is there a time zone related setting that would affect this or something?