back to indexBogleheads® Conference 2024 The History of Safe Withdrawal Rates with William Bengen
Chapters
0:0 Introduction
1:40 What is the 4% rule?
2:55 How has the 4% rule changed?
4:45 Valuations on sustainable spending in retirement
10:48 How fees impact distribution rates
12:55 Historical data vs Monte Carlo simulation
16:36 Sustainable distribution rate by tax treatment of account
18:0 4% rule and early retirees
21:9 The importance of rebalancing
22:41 Inflation and distribution rates
24:15 Sustainable spending rate for someone retiring right now
26:59 Alternative sustainable withdrawal strategies
29:55 Preserving real principal for legacy
31:35 Retiring internationally
32:54 The tax impact of rebalancing
34:4 Case study of 73 year old retiree
35:33 What withdrawal method do you use for your own retirement?
37:15 Today’s higher bond yields on a sustainable distribution rate
38:20 Case study: retiring with ongoing health issues
39:40 Weighing retirement research relevancy by its recency
43:5 The role of dividends on sustainable spending in retirement
44:25 Recently-added asset classes in Bengen’s research
00:00:09.360 |
You may remember me from such shows as Bogleheads Live 00:00:17.220 |
Today I am here to once again interview Bill Bangin. 00:00:25.600 |
If you guys wanna check that out, go to boglecenter.net. 00:00:34.100 |
where your tax-deductible donation is appreciated. 00:00:36.900 |
Let me introduce a man that needs no introduction. 00:00:50.000 |
including his third in fee-only financial planning, 00:00:55.280 |
in an attempt to answer questions from clients, 00:00:57.240 |
he began his research on sustainable spending in retirement 00:01:00.760 |
leading to the 4% rule of thumb that we all know today. 00:01:05.760 |
Bill, welcome to the 2024 Bogleheads Conference. 00:01:14.580 |
- Folks, I am gonna start asking Bill some questions 00:01:19.800 |
that I got beforehand from the Bogleheads communities online 00:01:24.720 |
go ahead, get a pen, some paper, write it down. 00:02:18.960 |
And I wrote other papers but they kind of got ignored 00:02:32.780 |
Which I never said because my belief as a financial advisor, 00:02:43.520 |
and the process for getting to a quote number 00:02:49.720 |
than using just a simple one size fits all rule. 00:02:55.280 |
Tell us about some of your more recent research. 00:02:57.400 |
What have you found continuing to research this subject? 00:03:02.280 |
- Okay, well now we have, I think, the 5% rule, if you will. 00:03:08.280 |
I've been making my research more sophisticated. 00:03:20.460 |
When I added small caps in 2006, just one more ACID class, 00:03:26.800 |
it went from 4.15% to 4.5, which was a nice jump, 00:03:31.800 |
but that's still a long way from a diversified portfolio. 00:03:34.800 |
And more recently, I used seven ACID classes, 00:03:39.800 |
adding mid caps and international stock, micro caps. 00:03:45.400 |
And when I did that, I got up to just about 4.7%. 00:03:49.900 |
Once again, this is for the worst case scenario. 00:04:01.060 |
So there's almost 400, 100 years of data there. 00:04:09.540 |
was constrained with that low worst case rate. 00:04:23.700 |
If you wanna have a rule, you gotta use a 7% rule, you know? 00:04:30.820 |
I've not been able to find a retiree who was average. 00:04:34.380 |
It's because of the high valuations in the stock market. 00:04:37.640 |
We've been toward the lower end of the spectrum, 00:04:41.220 |
but still, you know, above 5%, in my opinion. 00:04:47.900 |
related to what we had to find from the community. 00:04:57.260 |
- Okay, that's really an interesting question. 00:05:07.300 |
that if you run into a major bear market in stocks 00:05:12.160 |
early in retirement, it damages your portfolio, 00:05:15.500 |
and therefore, will reduce your retirement withdrawal rate. 00:05:30.700 |
they almost all occur from periods of high valuation. 00:05:38.060 |
when they have a P/E of 10 or 12 or something like that. 00:05:48.940 |
And in 2008, a colleague of mine, Michael Kitsies, 00:05:54.380 |
published a paper, actually in his newsletter, 00:06:01.180 |
stock market valuations year by year since 1926, 00:06:05.500 |
even back further, against the withdrawal rate 00:06:08.460 |
that would have applied to that particular year. 00:06:12.800 |
that withdrawal rates and stock market valuation 00:06:16.380 |
move in opposite directions, which you'd kind of expect. 00:06:19.260 |
In other words, the more expensive the stock market is 00:06:24.100 |
to have a bear market and the lower the withdrawal rate. 00:06:26.900 |
However, if you were fortunate enough to retire 00:06:29.140 |
at a time of really low stock market valuations, 00:06:37.680 |
And when I saw that chart, I nearly jumped out of my chair. 00:06:41.940 |
I remember the moment, opening that publication, 00:06:44.180 |
looking and saying, my gosh, this is the answer. 00:06:57.140 |
I could draw a chart, I could count the number of retirees, 00:07:00.880 |
let's say, who could retire successfully at 4 1/2%. 00:07:05.140 |
That was 100%, let's say, in my earlier research. 00:07:08.500 |
And then if I increased the withdrawal rate to 5%, 00:07:20.140 |
And so I have a chart which basically assigned 00:07:29.900 |
that you would have been able to successfully withdraw. 00:07:32.740 |
The problem is with that, how does an individual choose 00:07:35.780 |
what's the appropriate probability for them to use? 00:07:39.380 |
I always felt when I gave a client this chart 00:07:41.620 |
and said, here it is, you can figure out the probability, 00:07:48.140 |
sending them off to Vegas with one of those blackjack charts 00:07:51.500 |
where it kind of says hold on 17 and get hit on 16 00:07:56.500 |
and split eights and take insurance and do this. 00:08:00.760 |
So I felt very uncomfortable with that whole issue. 00:08:07.380 |
because it's at the very beginning of the process. 00:08:09.540 |
If you're developing a plan for your withdrawals, 00:08:12.100 |
that's one of the first issues you want to take a look at. 00:08:32.820 |
are really powerful determinants of withdrawal rates, 00:08:37.900 |
to confidently predict what the withdrawal rate should be 00:08:48.140 |
I needed higher and I used to sit and look and think 00:08:55.420 |
but I keep drawing charts of stock market valuation 00:08:59.180 |
and I put down the inflation rates associated with it 00:09:03.420 |
and it's a messy chart, I don't see a pattern. 00:09:08.700 |
I got up early and I was just thinking about this problem 00:09:13.540 |
I said, wow, what if instead of treating withdrawal 00:09:20.060 |
why don't we make inflation the most important factor? 00:09:23.460 |
Very powerful because you have to increase your withdrawal rates, 00:09:31.260 |
So what I did was create six inflation regimes, 00:09:46.300 |
and then put the stock market valuation within them 00:09:56.500 |
starting with the inflation regime you think you're in 00:10:00.180 |
and within it list the stock market valuations 00:10:21.860 |
"and on top of it, we have the inflation rate we know, 00:10:38.340 |
So finally that problem for the first time after, 00:10:42.220 |
I'm sorry, it took 27 years folks to get that done, 00:10:45.700 |
but it looks like I've got a solution to that problem there. 00:11:08.060 |
So certainly if we're using a low cost index fund, 00:11:12.460 |
a very small effect on how much we're spending. 00:11:15.580 |
Has your research looked at the different fees 00:11:23.340 |
those might be more expensive to trade given illiquidity. 00:11:28.900 |
as well as relatedly a question here about advisor fees? 00:11:36.180 |
and how that impacts portfolio distribution rates? 00:11:40.820 |
In my research, I don't concern myself with fees. 00:11:44.420 |
I'm assuming today, at least as far as funds, 00:11:54.820 |
There are no commissions really on trades anymore. 00:12:05.100 |
because wow, they were still a factor, but not anymore. 00:12:08.940 |
The advisor fees are though, and I had a friend 00:12:32.980 |
your expense budget, is that is an expense item 00:12:37.900 |
So, but actually it has to be taken into account. 00:12:41.780 |
And folks, if you have a question, write it down, 00:12:43.780 |
Karen will collect it and then she'll bring it up here 00:13:02.900 |
He wants to know what your thoughts are on your research, 00:13:12.980 |
Theoretically they should both give similar results 00:13:19.660 |
I don't think too many do the way I'm looking 00:13:23.300 |
Most people are using Monte Carlo simulations. 00:13:29.780 |
I just feel comfortable using historical data 00:13:35.980 |
about 1947 there, we had an inflation outbreak 00:13:44.980 |
Some people can relate, I think, a lot easier 00:13:47.460 |
to actual historical periods they may have lived through 00:13:53.740 |
But as a technical tool, it's perfectly valid. 00:13:57.700 |
A lot of people do their research, I respect it 00:13:59.900 |
and fortunately we come up something fairly close. 00:14:05.620 |
- And for those who aren't super investment nerds, 00:14:11.900 |
Bill's research looks at what has happened in the past, 00:14:14.820 |
what could I have spent in the past from my portfolio. 00:14:18.020 |
Monte Carlo simulation, we're gonna tell a computer, 00:14:22.860 |
"Now I want you to make up what investment returns 00:14:26.740 |
And then do that maybe 1,000 or 10,000 times. 00:14:29.740 |
How many of those times did the particular situation 00:14:38.740 |
Christine Benz, who we'll get to chat with later, 00:14:55.020 |
I'm just curious how many out in the audience 00:15:02.660 |
- Not too many, I just wanna say it's a privilege 00:15:20.980 |
And twice a year, we'd fly out to Valley Forge 00:15:25.260 |
and we'd meet with the executives at Vanguard 00:15:27.820 |
and we'd talk about items of mutual interest. 00:15:31.340 |
And one year, Mr. Bogle came out to talk with us 00:15:35.180 |
and Mr. Bogle was my hero and still is a hero for me. 00:15:44.660 |
He was big and big boned and he had this magnificent voice. 00:15:49.620 |
I mean, he probably could have put James Earl Jones 00:15:53.620 |
out of business as Darth Vader if he wanted to. 00:15:56.260 |
He was powerful, but he was also a very kind man. 00:15:59.740 |
And he answered my ignorant early year questions 00:16:09.740 |
you've named this organization as a conference after him 00:16:16.740 |
he was a titan and still is a titan of the financial world. 00:16:21.180 |
So privileged to speak at a conference named after him. 00:16:35.980 |
from the BogleHeads community that we got from beforehand. 00:16:39.580 |
This one is from Man of Clouds from BogleHeads Reddit 00:16:50.260 |
with respect to distributions for the 4% rule 00:16:59.260 |
that you're probably gonna have one primary account 00:17:01.820 |
for which you're gonna withdraw during retirement. 00:17:11.340 |
There are different withdrawal rates for each one. 00:17:15.940 |
I'm just finishing up a book on this whole thing. 00:17:18.700 |
We're gonna take my whole 30 years of experience 00:17:34.660 |
are obviously less than they are for tax advantage accounts. 00:17:42.700 |
a computed average tax rate for your account. 00:17:46.180 |
showing you what the withdrawal rate would be. 00:17:48.180 |
It could be 10% less, could be 20% less or more 00:17:58.660 |
how does the 4% rule apply to early retirees, 00:18:02.740 |
folks who have a long retirement in front of them. 00:18:18.540 |
For folks, let's say, who have very short retirements, 00:18:23.660 |
let's say 10 years, you could get up to 8% or 9%. 00:18:30.980 |
which I know a lot of folks are very interested in, 00:18:36.140 |
the retirement rate, let's say we were at 5%, 00:18:52.780 |
so that if you get out even 100 years or 150 years, 00:19:04.340 |
So that, yes, the withdrawal rate is very sensitive 00:19:11.900 |
for someone who has a long timeline in front of them? 00:19:16.460 |
Well, you know, I'd have to look at all the eight factors. 00:19:19.420 |
In addition, that's just one of the eight factors. 00:19:28.060 |
Oh, I must admit, I'm a complete hypocrite in that regard, 00:19:31.540 |
'cause I recently changed my Arizona license plate 00:19:45.980 |
Now I can remember my license plate when they ask it. 00:19:51.140 |
Thoughts on 3% as a distribution rate for early retirees. 00:19:58.460 |
- Oh, what are your thoughts on a 3% distribution rate 00:20:07.860 |
I think you're gonna find yourself late in retirement 00:20:15.980 |
extremely wealthy with a lot of regret, in my opinion. 00:20:22.740 |
I don't know why you would want to necessarily spend it all 00:20:26.460 |
unless you're very fearful about something that I'm, 00:20:47.180 |
well, what kind of combination of circumstances 00:20:49.900 |
would it take to force somebody into a worst case 3%? 00:20:54.060 |
It would take probably 20 years of 10% inflation 00:21:11.820 |
original research rather, you looked at large cap 00:21:14.940 |
and intermediate term treasuries for the portfolio. 00:21:18.940 |
This question asks, when you do pay yourself, 00:21:22.900 |
should you sell equally across both stocks and bonds? 00:21:33.900 |
Generally, you will be selling off the assets 00:21:36.380 |
who have outperformed, whether it be stocks or bonds, 00:21:40.020 |
and, you know, then buying assets that have underperformed. 00:21:47.380 |
it's just so important in doing that in a portfolio. 00:21:52.620 |
If you take a look at the seven asset classes I have 00:21:58.460 |
I think you come out with around 8.5%, something like that. 00:22:02.860 |
But if you look at the portfolios run over 50-year periods, 00:22:17.620 |
that have done well and probably about to do less well, 00:22:21.700 |
and buying assets that have probably done less well 00:22:27.340 |
And if we didn't have that rebalancing effect, 00:22:35.980 |
Then it would make sense to take out 3%, maybe, yeah. 00:22:43.540 |
about sustainable distributions and retirement, 00:22:45.940 |
and that is how inflation is taken into account 00:22:50.820 |
So maybe since we've sort of skipped over that point, 00:22:58.300 |
- Yeah, in my models, I use the CPI from tables over time. 00:23:11.580 |
But each individual probably has their own inflation rate. 00:23:25.500 |
some people might have higher due to a lot of things. 00:23:28.260 |
Maybe some people, a mortgage is a big factor, 00:23:30.940 |
a fixed mortgage, and it might be lower inflation rate. 00:23:34.180 |
Some people might have very high medical costs, 00:23:36.660 |
and they're facing high medical insurance rates. 00:23:52.900 |
- And at the risk of maybe answering this question too, 00:23:56.620 |
basically, but I want to make sure that it does get answered, 00:24:01.060 |
is built into every successive year distribution. 00:24:03.580 |
That's to say, if you've got a million dollar portfolio, 00:24:25.500 |
where I use the current stock value evaluation, 00:24:30.540 |
By anything I look, whether you use the Shiller CAPE 00:24:33.140 |
or you use Warren Buffett's stock market value to GDP. 00:24:38.140 |
And inflation is what you would call moderate, 00:24:45.300 |
pretty close to the historical average of about 3%. 00:24:54.340 |
that really compares to this current situation. 00:25:02.780 |
So my instinct, if I was recommending to a person, 00:25:07.660 |
I'd say, I don't think we're in a worst case situation. 00:25:13.060 |
what happened in the 1970s where inflation was raging 00:25:16.660 |
and stock market valuations were in the '60s were high 00:25:42.940 |
That was, that retiree with 24 years of data, 00:25:47.940 |
I think would have been able to withdraw 5.5% 00:25:54.780 |
The 2007 retiree before that 58% monster in 2007, 00:26:00.780 |
not 5.25%, so I suspect we're probably in that class 00:26:10.660 |
Somewhere in the 5.25, 5.5% range would make sense to me. 00:26:15.900 |
I don't think you need to go all the way down to five. 00:26:28.820 |
I think about a paper I did on doing dollar cost averaging. 00:26:37.460 |
You can do a dollar cost averaging or lump sum investing 00:27:14.860 |
where you basically take 5% of whatever your portfolio value 00:27:24.380 |
a lot of people thought that was how the 4% rule worked. 00:27:28.860 |
and it took a while to get people understand. 00:27:30.460 |
No, we kind of work more like social security, 00:27:38.060 |
But in this method, we're taking a percentage 5%, 00:27:46.580 |
if you're lucky enough to retire into a big bull market 00:27:55.980 |
But, you know, if your portfolio drops to $1 in value, 00:28:00.260 |
you're gonna get 20 cents for your next year withdrawal. 00:28:21.260 |
"Look, for the first 10 years of my retirement, 00:28:28.080 |
"So I wanna take above the safe withdrawal rate 00:28:34.980 |
"I have the discipline to cut back to whatever it takes 00:28:44.460 |
going from the beginning, end of the 10th year 00:28:54.660 |
"I wanna take 15 or 20% more on the safe level," 00:28:57.880 |
the bigger that cliff is, it might be 30, 35% or more. 00:29:06.280 |
and make sure you understand well ahead of time, 00:29:11.500 |
and this is how you will have to need to operate 00:29:19.660 |
I've looked at fixed annuity withdrawal rates 00:29:27.880 |
I'm still, there always seems to be something new, 00:29:31.480 |
That's why I'm still doing this after 30 years, 00:29:58.040 |
of their assets for the next generation, right? 00:30:01.260 |
So given that, how would that change the withdrawal rate? 00:30:06.360 |
to preserve the real principle of their portfolio? 00:30:17.200 |
and that's one of the eight factors I looked at, 00:30:29.840 |
after 30 years, you were going to go to a zero balance. 00:30:33.440 |
And most of us don't have that kind of timing, 00:30:53.160 |
eventually end up running to 100% withdrawal rate 00:31:01.040 |
If you specify that you want to have a balance, 00:31:05.840 |
have a chart showing, depending upon how much value 00:31:38.800 |
other than the US, what sort of safe withdrawal rate 00:31:52.320 |
'cause I've been focusing primarily on US investors. 00:31:57.760 |
there's so much work just in that area for me. 00:32:00.360 |
I know Wade Fowler's done some work in that area 00:32:04.120 |
and he's determined that the withdrawal rates 00:32:06.200 |
would probably be lesser 'cause we've been fortunate. 00:32:13.160 |
and access to those kinds of investments for a long time. 00:32:17.520 |
Not everyone has stock markets that perform as well 00:32:23.560 |
So for me, that's a really tough question to answer. 00:32:31.000 |
You know, I think another way I look at this question 00:32:37.960 |
perhaps investing domestically but living abroad, right? 00:32:42.960 |
If you look at exchange rates and what the inflation-- 00:32:49.560 |
- Yeah, what the inflation would be in that other country. 00:33:16.060 |
But the importance of rebalancing is so great. 00:33:21.280 |
It adds so much value to the portfolio and your withdrawal rate. 00:33:25.920 |
It overwhelms tax considerations in the computations I do. 00:33:36.920 |
but there have been years where you could go 30 years 00:33:41.760 |
without rebalancing and end up with a higher withdrawal rate. 00:33:53.440 |
I think the standard of practice of one year rebalancing 00:33:58.280 |
or slightly less, I pretty well agree with based on my data. 00:34:06.120 |
- All right, we have another case study question. 00:34:08.200 |
If I want to assume inflation is 3%, I'm 73 years old, 00:34:30.080 |
a particular inflation rate will be in the future. 00:34:48.400 |
over a 30-year period, who knows what inflation will be? 00:34:54.360 |
Who knows what the economic environment will be? 00:35:10.320 |
That question really is one for Nostradamus, not for me. 00:35:19.960 |
at least with respect to assuming living 10 years longer 00:35:23.320 |
than you would guess, using 30-year data, 73-year-old, 00:35:35.280 |
What method of withdrawal you use for your own retirement? 00:35:51.640 |
So I said, let's do the worst case, you know, 00:35:57.720 |
into a nice bull market that's gone on for a number of years. 00:36:00.720 |
So if you look at my current withdrawal rate, 00:36:04.360 |
it's quite a bit less than four and a half percent now. 00:36:14.880 |
I still think we got some kind of ugly bear market 00:36:17.160 |
lurking somewhere in the not so distant future, 00:36:19.920 |
but things have gone well enough here the first 10 years 00:36:26.720 |
are not as devastating as an early bear market, you know. 00:36:30.520 |
- Yeah, and given that you've had so much success 00:36:53.200 |
but I've tried to increase the amount of money 00:37:00.720 |
I haven't seen that because I treat my gifting 00:37:11.880 |
pretty much with inflation on a steady basis. 00:37:21.680 |
now that bonds are paying higher interest rates? 00:37:26.800 |
You know, for years we had the TINA condition. 00:37:43.360 |
So I'd say, since I'm a historical researcher, 00:37:47.680 |
it increases my confidence in my current forecast, 00:38:04.680 |
Once again, that's not my job to forecast the future. 00:38:21.720 |
What if you're retiring into ongoing health issues? 00:38:26.720 |
Any thoughts or recommendations in that situation? 00:38:34.080 |
So I'm assuming lots of high medical expenses. 00:38:37.880 |
- How does that impact distribution planning in retirement? 00:38:45.760 |
it's really a budgeting scene more of a drawl issue. 00:38:51.920 |
you can get out of your retirement accounts safely, 00:39:00.920 |
If you have an unusual situation in terms of your expenses, 00:39:12.520 |
no matter what your physical condition is, you know. 00:39:19.120 |
And hopefully, closely follow historical, you know, 00:39:26.000 |
- Yeah, it's really an issue of how terminal, right, 00:39:32.040 |
Am I going to have those expenses for a long time? 00:39:34.280 |
Or is it going to be more short-lived and very expensive? 00:39:37.600 |
And then it becomes a planning horizon issue. 00:39:39.960 |
- This question also from Boglehead's Reddit, 00:39:47.280 |
This one asks about if retirement is a long time away 00:40:00.200 |
versus weighing that against future research? 00:40:13.680 |
where people perhaps with 30 years to retirement 00:40:16.600 |
are wondering whether or not the research I've done 00:40:22.240 |
That's really a very tough question to answer. 00:40:30.320 |
there are a lot of underlying assumptions to my research, 00:40:32.760 |
is one is that markets will behave pretty much the same 00:40:49.560 |
well, there we are, that was not predictable. 00:41:12.240 |
will continue to be a powerful engine of growth 00:41:16.640 |
and that we may slow down a little bit our growth rate 00:41:21.720 |
for demographic reasons or for other considerations, 00:41:24.600 |
but I wouldn't necessarily have a pessimistic view 00:41:31.120 |
and I think it's even happier to be optimistic, 00:41:36.120 |
- Yeah, I think with respect to considering your research, 00:41:50.200 |
so if there is worse performance over the next 30 years, 00:41:53.800 |
that was just a lower level of spending than that, 00:41:59.480 |
or 4% higher given the additional other asset classes. 00:42:07.160 |
I'm never gonna claim that the current levels, 00:42:10.560 |
historical precedents, are gonna last forever, 00:42:17.400 |
Prior to 1968, there was a higher withdrawal rate, 00:42:26.520 |
and then the Great Depression brought that down, 00:42:42.920 |
and you'll end up with a new worst case scenario. 00:42:53.760 |
worst case withdrawal rate has lasted in the last 100, 00:42:57.000 |
so hopefully we get a few more years out of it, decades. 00:43:00.680 |
- Yeah, we'll certainly know 30 years from now. 00:43:06.400 |
What role did dividends play in your research? 00:43:19.600 |
where your portfolio earns interest, and dividends, 00:43:22.760 |
and capital appreciation, and if it's a taxable portfolio, 00:43:51.440 |
The hardest thing when you establish an investment plan 00:44:02.800 |
to pay good dividends, they're a bear market, 00:44:08.200 |
and less panic, because they're still earning some dividend. 00:44:12.760 |
I think that's a plus for that particular strategy. 00:44:16.480 |
If it can keep you on your plan, you know, I'd go for it. 00:44:23.920 |
Tell us about some of the newer asset classes 00:44:32.680 |
What are those other asset classes that you shunned? 00:44:37.240 |
just two asset classes, U.S. large-cap stocks, 00:44:42.600 |
and I added 2006, I added U.S. small-cap stocks, 00:44:47.000 |
and then I added, and recently, several years ago, 00:44:55.480 |
I added U.S. micro-cap stocks, U.S. mid-cap stocks, 00:45:02.200 |
And I wonder, and those, of course, elevated the portfolio. 00:45:07.200 |
I suspect, you know, because I didn't get that large a bump 00:45:14.200 |
when I added those four asset classes recently, 00:45:16.640 |
they were probably approaching diminishing returns. 00:45:21.240 |
There are other asset classes that we could use. 00:45:23.440 |
We could use REITs, commodities, we could use gold, 00:45:32.000 |
are gonna become more difficult to be advantageous 00:45:34.480 |
in that you're gonna find that we may get 5.1, 5.2, 00:45:38.240 |
but we're probably getting pretty close to the limits 00:45:41.480 |
of what we can get with a diversified portfolio. 00:45:49.280 |
- I didn't, you know, that's an interesting question. 00:46:03.360 |
- Yeah, I wonder if bills were a little bit of a drag. 00:46:14.080 |
That is the end of our interview with Bill Bang, 00:46:18.760 |
to rumble with Christine Benz and Carson Jeske 00:46:22.160 |
for our withdrawal rate rumble in a couple hours. 00:46:26.040 |
Back here in the big room when we merge it all together.