Avg Rate Minus Default Rate Does Not Equal Expected Return — L5 Responds

Previously I had some additional questions for the Large Lenders on the Prosper Days Panel.

L5 Returned my email… Here is his response. If you can’t tell L5 is a sharp tack and I knew he was thinking correctly, I just wanted to be sure :)  

Thanks for your nice comments, RateLadder!  Really good to hear your thoughts.You are absolutely right that interest rate – default (or delinquent) rate doesn’t equal yield ROI.What I was doing (a year’s worth of data then using 1 – current loan %) was a CRUDE approximation.  My point was that even a crude approximation using real data from Prosper is, I feel, more relevant than using the Experian data, especially since I feel zeroing in on extended credit stats is very relevant.Now that Prosper has released their ROI estimate tool based on their portfolio data, this is clearly the benchmark to use.  As they just released this on Monday, I’ve only played with it briefly, so don’t have full comments for you on it.  But it has the advantage of being able to filter based on all the different attributes of Prosper loans, while also giving much better ROI calculations.  Basically there are THREE “deducts” from the average rate column — the three negative numbers — that, as I understand it, you want to sum and deduct from the interest rate proposed by a borrower to get the expected yield.I attended a session where they talked about their methodology for determining the ROI, but I didn’t take detailed notes as they said there was a white paper on the site (or maybe in the forums) that goes into this in details.  So I plan to get the white paper and think others who are interested in this should get it and read it, too.  (Maybe you can post a link to this on your blog.)The key thing they use in ROI is a technique called “roll rates” which estimate on a go-forward basis (based on past data) what percentage of loans in one category will “roll” to the next (worst) category in the next month. For example, their data right now suggests that 3% of C loans will roll to 1-30 days late each month; of those, 25% will roll to 31-60 days late — i.e., 75% “cure” and 25% remain delinquent. Of those that are 61-90 days late, 80% roll (i.e., don’t pay anything), while 20% don’t roll and remain delinquent.  Obviously the roll rates vary based on the characteristics of the loan class being studied — credit grade, extended credit scores, etc. — and you can filter on that.  They also factor in early payoffs, which is nice, but I think not hugely relevant to me.They did say that their calculations were different than IRR… I didn’t understand the exact differences, but I think the white paper goes into.So, anyway, find the white paper and you (and I) will have answers.  Good questions.Feel free to post this to your blog if it’s useful.

Wishing you the very best,

- L5

L5 appreciates Haiku…  So this is for him:

R O I

Rate Minus Default?

No Markov

I will be tracking down this white paper.  Prosper Andrew (Top notch.  Be nice to him and doors are unlocked.  He would do quite well with a donation button. :)  responded to a forums request by posting a link in the forums. Here it is: http://www.prosper.com/public/help/topics/lender-marketplace_performance_calculation.aspx
 

Update pensioner responds: http://www.rateladder.com/2007/02/14/pensioner-responds-avg-rate-minus-default-rate-does-not-equal-expected-return/

Blog Traffic Exchange Related Posts
  • Lender Rate HistoryProsper Interest Rates On the Rise Prosper interest rates are on the rise -- in case you where wondering this is a good thing for lenders!  The release of the lender bidding guidance (general announcement, secondary analysis) seems to line up with a rise in near prime and sub prime interest rates.  Similarly, the graph that......
  • blog traffic exchangePortfolio Plans -- The Good, The Bad, and The Ugly I think Prosper is doing some interesting things lately and Portfolio Plans are no exception... A portfolio plan is a series of slices of data that when combined make getting into a diversified investment of Prosper loans extremely simple.  There are 4 risk levels for the current plans. Conservative (estimated......
  • blog traffic exchangeProsper vs Lending Club -- The First 100 Days Last week Lending Club had a post about their first 100 days -- 100 Days and a Million Dollars in Loans!...  This got me thinking, how does that compare with Prosper's first 100 days? Here are the Lending Club loans from that article... Loans issued   172 for $1,046,000 On......
  • blog traffic exchangeAuto-funding vs Non-auto-funding AF vs NAF I have already blogged my affinity for standing orders over manual orders.    Given the choice and the current standing order options I would prefer only auto-funding loans, but there are too many good NAF for this to be the correct strategy.  With auto-finding loans the interest......
  • blog traffic exchangeMajor Prosper Update -- Just in Time for Prosper Days  Prosper's First Anniversary First of all, let's take a moment to celebrate. On Feb 5, Prosper turned one year old. In our first year, exactly 7048 loans with a value of $35,166,711 were made on the Prosper marketplace. If you're coming from the perspective of a massive bank, $35M might......
Blog Traffic Exchange Related Websites
  • blog traffic exchangeIn Defense of Prosper.com - Other Common Complaints Rebutted (Jonathan at My Money Blog has a very in-depth two part review of Prosper.com. My Money Blog is one of my favorite sites, which is why it’s in my blog roll and feed reader. It’s worth familiarizing yourself with that article before continuing here with my rebuttals.) Jonathan notes that......
  • blog traffic exchangeFT.com / Lex / Financial services & property - Credit Suisse Investment bankers once turned their noses up at “plain vanilla” products. Yet Brady Dougan, Credit Suisse’s chief executive, on Thursday painted a picture of an investment banking future all but stripped of the exotic derivatives and highly leveraged products that dragged it into losses. Henceforth, the Swiss bank will emphasise......
  • bear_marketHow Long Can Our Bear Market Last? Money Magazine published some interesting numerical data this month comparing the present state of affairs in our stock market with historical (and present data) pertaining to other market conditions.  The data is kind of scary for baby boomers like Mr. ToughMoneyLove.  Let's take a quick look, then find something else......
  • blog traffic exchangeBallena Isle Marina  Ballena Isle Marina is located in Alameda, CA Phone: 510.523.5528 View Larger Map Website: http://www.ballenaisle.com/ Available Slips: 515 Current Pricing: 22' - $170 per month. Rates go as high as $902 for 70' vessels. Please visit their website for more complete pricing information. What You Need to Know About Pricing:......
  • blog traffic exchangeThe WealthBoy Strict ROI for Prosper Lenders As I was writing my Rule of 72 on Prosper article for the official Prosper Blog, I began to think about developing my own ROI calculation based on what I had written. I had attempted creating an ROI calculation once before that was based on actual payments received, but I......
Online Stores If you liked this article, vote for it on del.icio.us and stumbleupon.


Categories:

Features, Prosper Days 2007, Prosper.com



Tags:

,


0 comments ↓

There are no comments yet...Kick things off by filling out the form below.

Leave a Comment

aa algorithm axis azerbaijan banks benefit blog borrowers ceo Collections credit grade credit history credit information credit score curves doug fuller email friends and family good luck google income borrowers interest rate interest rates investments launch lenders lending institutions liquidity loans marketplace money mozambique peer to peer lending portfolio plan private data promissory notes quiet period registration statement risk securities and exchange securities and exchange commission spreadsheets sql student loans Zopa