This article was first published as “Marianne’s Mining Minute” in the APRA Upstate New York chapter’s newsletter, 2010. In fund-raising, what we are seeking are charitable gifts. When we model prospects, we hope to find those with certain giving levels. So we have to wonder… Read More »Using Giving Variables for Donor Modeling
This article was first published as “Marianne’s Mining Minute” in the APRA Upstate New York chapter’s newsletter, 2010. We have focused for the past 10 years or so on data mining for major gifts prospects. However, with the advent of measuring social networking, we are… Read More »When the Question Is about Participation
This article was first published as “Marianne’s Mining Minute” in the APRA Upstate New York chapter’s newsletter, 2009. What It Is Recency, frequency, and monetary value is a collection of measurements used by data mining firms to assess a customer’s potential. Called RFM, this tool… Read More »An Argument Against RFM for Major Gifts Modeling, and How to Use It, Anyway
This article was first published as “Marianne’s Mining Minute” in the APRA Upstate New York chapter’s newsletter, 2010. In data mining, we frequently choose the dependent variable that is easiest to acquire from our primary databases. Most often, we start with the prospect’s lifetime giving… Read More »Understanding Lifetime Value, Single Gift, and Movement