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Los datos explican el mundo que nos rodea. And that's what factor investing is. Everybody wants to buy cheap and find trends and find high-quality names. But the difference is that powered by data and technology, we can transform our portfolios with these age-old proven concepts.

So, it's not really actually the sources of return that are different. It's doing it transparently at scale, doing the same concepts in a multi-asset context in fixed income, in commodities, in foreign exchange and of course in equities, combining these and putting forth new portfolio solutions to meet objectives like defense, like where we are today, or to enhance returns.

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That's what factors are. Oscar Pulido: And so, are there an unlimited number of types of factors, or over time, have you found there to be a shorter, more finite list?

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And if it is in fact a shorter list, how do we define what some of these factors are? Andrew Ang: Great question, Oscar.

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And I like to think about factors as broad and persistent sources of returns. Broad that they affect thousands of securities, thousands of stocks or thousands of bonds, and we've known about them for a very long time, decades in fact, with six Nobel prizes. And what makes a factor are four criteria.

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You want that economic rationale. It has to have a long history. We want to be able to have differentiated returns, particularly with respect to market cap best cryptocurrency to cpu mine 2021 in equities and bonds, and we want to pass on low costs to investors, so we have to be able to do these at scale.

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And after these criteria, we really have half a dozen macro factors and half a dozen style factors. The style factors are value — buying cheap — momentum, or trends. We look at smaller, more nimble securities and small size strategies. We gravitate to safety in minimum volatility strategies and we look for companies with high-quality earnings, or quality strategies. And on the macro side, the big three factors are economic growth, real rates and inflation.

And we like to think about three more, which we believe best cryptocurrency to cpu mine 2021 be important: emerging markets, credit and liquidity.

Now that's what I call rocket fuel.

How many factors are there? Half a dozen macro factors, half a dozen style. Oscar Pulido: As we talk about factors, it's impossible to ignore the market volatility of recent weeks.

And you mentioned defense and minimum volatility.

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best cryptocurrency to cpu mine 2021 So, as we deal with the market environment, are factors performing in a way that you would have expected? And factors, actually, unlike the general market conditions, are performing exactly in line as what we would expect. Despite the turmoil in markets, we like quality stocks and we like stocks with low risk.

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If we look at how minimum volatility strategies have faired, well actually they're down less. And we also see this internationally.

And if we look at minimum volatility strategies, they've also outperformed there. So, we want defense with quality and minimum volatility.

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One of the surprising things, though, more recently, has been the outperformance of momentum. And we usually think of momentum as being best cryptocurrency to cpu mine 2021 procyclical factor.

That is, it does kind of really well when the market ramps up. But momentum actually can do well as long as there are trends, trends up or trends down. And this is a really good illustration of where momentum has done well actually in a falling market.

We believe that momentum is an attractive factor today, and we've seen that in the performance year to date. Oscar Pulido: So, Andrew, even though factor performance generally manifests itself over the long term, we can also see short-term performance where factors behave as we expected.

Is best cryptocurrency to cpu mine 2021 fair to think of it that way? Andrew Ang: Right on, Oscar. And as we come in into this very late cycle and we've entered this bear market, value strategies and size strategies have underperformed. Value https://coinforum.site/vericoin/2021-01-08.php actually had a tough time for several years now. We expect value to underperform in a late economic cycle.

A value stock is typically something that's, it's a little bit staid, a little bit old fashioned. It makes best cryptocurrency to cpu mine 2021. It's got factories and production lines. It's got a lot of fixed assets. And it's got business models that are very efficient, but it's hard to best cryptocurrency to cpu mine 2021 what you manufacture on your factory floor overnight or produce another service.

Not surprisingly, value stocks tend to underperform during a late economic cycle because you'd really want to be doing something else, but you just can't.

The best time for value stocks is coming out from a recovery, where those economies of scale, well, you get large efficiencies and operating leverage, not financial leverage but operating leverage and value stocks tend to do very well then.

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At this late economic cycle where we are in this bear market, it's not surprising that value has had a tough time. Oscar Pulido: And so, if this volatility continues, and you've touched on this a little bit, but it sounds like there are some interesting opportunities presenting themselves for investors who want to think about integrating factors into their portfolio where perhaps in the past they haven't.

Andrew Ang: This is precisely the time that I best cryptocurrency to cpu mine 2021 general investors should be thinking about incorporating factor strategies. And it's actually for defense.

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We can employ factors also on the offense, but let's concentrate on how we can employ factors defensively. And I want to talk about three things. Defense in your equity allocation; potentially also in your equities, sometimes the defense is a great offense; and then factors employed defensively in our total portfolios. So, the first one, about defense, we could think about defensive factors like minimum volatility or quality. And I think right now during this bear market, this is a time that we want best cryptocurrency to cpu mine 2021 with low risk.

These stocks will have, over read article long run, market-like returns. But we're going to have reduced volatility.

And I think you best cryptocurrency to cpu mine 2021 want companies that have less volatile earnings with lower leverage. I think that's just prudent where we are in the business cycle today. So, the first way we can employ factors is to look at defensive strategic allocations to these defensive factors.

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Sometimes though, we can actually for those investors, and there are only certain numbers of those, employ factors opportunistically, and we talked about some of the outperformance of momentum. And so, the time variation of factors offers some investors some opportunity to take on time-varying factor exposure potentially as an incremental source of returns.

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And then finally, while we want to hold diversified portfolios in a multi-asset context, in there, we want diversification across all of those macro best cryptocurrency to cpu mine 2021. So, while equities have gone down, by in large, fixed income has done quite well over the first few months of If we look at balancing out those macro factors, we can obtain some defense in our total portfolios, too.

Oscar Pulido: So, Andrew, having done some good education here around factor investing, let's switch gears a little bit and let's talk about another topic that has made a lot of headlines this year, which is sustainability. And visit web page this mini-series, we've talked as a firm at BlackRock, that we are very much at a pivotal moment when it comes to sustainability. We've talked about the fact that climate risk is investment risk.

So, when you think about factor investing, best cryptocurrency to cpu mine 2021 space that you've been associated with for many years, how does that relate to everything that's going on with sustainability today?

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Andrew Ang: You know, Oscar, I grew up in Australia, and so I'll use this little phrase that I think of factors and sustainability as tea and biscuits. They just go together so well. And if we think about the economic rationale for factors, they result from a reward for bearing risk, a structural impediment and behavioral biases.

And certain sustainability criteria and data fit those as well. So, for example, if you think about the E, and we think about carbon and the regulatory framework, well I think that falls under a structural impediment or at least market structure.

And then we might have an S for social and that social has elements of behavioral biases coming from investors but also managers and employees and sometimes even regulators. And then finally, we might have G, governance, which I think if best cryptocurrency to cpu mine 2021 properly might best cryptocurrency to cpu mine 2021 reduce risk.

As the market is in a different place now compared to 2013

So, it actually fits into that reward for risk category. But what's really important is this economic rationale, because for those sustainability signals that best cryptocurrency to cpu mine 2021 fall into these categories, some, but not all, we're absolutely going to use them to generate alpha, to have higher returns and to reduce risk for investors.

And Oscar, I'd love to share some of the latest research that we've had on using ESG or using sustainability metrics in factors. Oscar Pulido: That'd be great. I know that one of the questions that often comes up is best cryptocurrency to cpu mine 2021 reliability or the quality of the data that investors can access around, you touched on E, S and G, environmental, social and governance considerations.

So, how do you obtain that data and then how does it play into factor investing?

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Andrew Ang: Yeah, let's start off first with that. If you're a factor investor, you are actually pro-sustainability because in particular, quality and minimum volatility have significantly above average characteristics on these E, S and G criteria that you expounded on, Oscar.

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But we can go further, and I think the most exciting frontier is to incorporate those ESG best cryptocurrency to cpu mine 2021 or signals into the factor definitions themselves. So, let's give you two examples. We've started to incorporate green patent quality. So, patents are a really interesting dataset; they're a measure of intangible capital.

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They monetize intellectual property. So, patents are really interesting actually just for value in and of itself.

Coin / Name Market Cap Dominance Trading Volume Volume / Market Cap Change 24H Price
MONA $140,772,136,349 0.98% 0.0508 -0.68% $30.508100
NKN $699,651 5.24% 0.0932 +0.69% $10.258673
Internet Node Token $835,646,783,786 0.37% 0.0129 +0.38% $10.107812
ABT $846,915,754,506 2.34% 0.053 -0.27% $4.155491
True Chain $387,411,975,732 10.21% 0.0445 +0.56% $29.884168
NCT $434,566 2.96% 0.0205 -0.57% $2.531993
HIVE $868,230,649,896 0.93% 0.0660 +0.65% $8.871519
EOS $392,259,471,810 3.37% 0.0997 +0.87% $5.636928
SmartCash $695,116 7.11% 0.088 +0.98% $45.958960
UTT $393,443,845,182 1.20% 0.0516 -0.86% $45.103297
MultiVAC $867,194 5.68% 0.0894 +0.57% $3.69357
DGD $32,436,267,979 0.29% 0.0647 -0.57% $8.10560
AXPR $428,965 2.28% 0.0884 +0.41% $34.779825
MT $428,515,571,786 6.58% 0.0438 +0.18% $23.629891
IOST $71,411,508,914 1.20% 0.0303 +0.28% $23.308288
Metaverse $363,917,564,166 5.48% 0.0691 +0.67% $10.460578
ELF $189,508 2.64% 0.0104 -0.17% $7.674930
Moeda $526,694,716,556 3.16% 0.0772 -0.14% $26.449518
PNX $169,152,654,322 5.13% 0.014 +0.46% $7.650432
USD Coin $452,222,600,262 7.88% 0.0698 +0.19% $2.607613
REP $426,449 0.19% 0.0618 +0.88% $10.58130
Incent $623,738,700,854 10.16% 0.069 -0.16% $3.980280
ZCR $136,242,593,955 1.45% 0.0898 +0.41% $22.207910
EdenChain $517,626,362,452 1.13% 0.0907 -0.80% $9.718375
FNB $335,561 9.89% 0.0631 -0.13% $1.308633
EURS $173,254,727,856 0.97% 0.0220 -0.97% $33.758922
CLO $704,221,174,591 6.92% 0.035 -0.25% $5.157562
DCR $700,807,194,193 6.60% 0.014 -0.74% $20.41603
THRT $848,453,208,725 3.98% 0.0939 -0.60% $9.136617
Unicorn Technology International $405,487 3.35% 0.0711 +0.99% $10.792476
GoChain $568,454,920,761 10.40% 0.0658 -0.96% $45.492882
RDN $160,483 9.65% 0.052 -0.30% $48.304426
Flexacoin $144,453 2.34% 0.0727 +0.10% $2.42810
Adshares $419,805 6.13% 0.0598 -0.91% $46.271125
Grin $511,535,565,766 9.44% 0.098 +0.95% $8.842173
Energy Web Token $184,362 6.23% 0.0387 +0.30% $9.225841
ZEN $331,730 1.13% 0.014 +0.66% $0.409155
Quant $32,887 5.46% 0.0344 -0.91% $23.271968
Hdac $263,287 3.53% 0.0452 +0.56% $7.413899
Waves $655,204,810,830 1.33% 0.058 -0.94% $1.798763
Verus Coin $44,399 7.72% 0.0979 -0.89% $48.905570
GET $359,287 10.78% 0.0528 +0.26% $31.745742
GRIN $122,177 7.31% 0.080 -0.86% $4.131170
Blockstack $477,459 10.82% 0.0761 -0.58% $8.465994
Time $141,744,418,495 10.41% 0.0298 -0.46% $10.27518
Multi Collateral Dai $277,156,792,539 6.14% 0.0736 +0.82% $13.519439
PHX $206,915,878,923 5.83% 0.0720 -0.47% $10.968277
PROM $127,894,214,758 2.35% 0.0726 +0.59% $10.169895
ORS Group $461,278,307,667 5.29% 0.0715 +0.82% $10.368475
TNCC $647,538,503,616 0.85% 0.0487 +0.71% $32.29250
ABS $27,929,897,424 9.85% 0.0449 +0.17% $32.540271
Whole Network $300,454,700,715 9.41% 0.0503 -0.73% $1.997909
NANO $599,247,676,354 6.32% 0.0883 +0.15% $3.622604
SLS $416,250,378,769 1.42% 0.0873 -0.41% $46.824935
Bancor Network Token $403,237,149,916 3.96% 0.0136 -0.26% $44.11252
VTC $109,330,750,748 6.28% 0.0202 +0.27% $5.247648
RLC $657,938,549,437 1.32% 0.0147 +0.84% $43.10986
ANCT $657,744,538,305 7.90% 0.0922 +0.93% $1.778493
Siacoin $369,119 4.80% 0.0662 -0.23% $38.347689
Ardor $720,480,210,466 10.84% 0.0883 -0.13% $0.286943
ArcBlock $32,309 3.53% 0.0312 -0.34% $6.137870

But you can go further, and patents are filed in different fields. And there are various classifications of patents and green patents are fields that fall under UN sustainable development goals. It turns out that if you look at the companies that are filing green patents and being awarded them, that has incremental predictive best cryptocurrency to cpu mine 2021.

Now is that sustainability? Absolutely it is. But we can also incorporate that in a value factor. What's the intuition?

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I think these UN sustainable development goals are not only really important problems for society, but they represent highly profitable opportunities for corporations, too. And if you happen to be able to go some way to deliver clean water or renewable energy, I think, well, those are just tremendous commercial opportunities, too.

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And so, for those companies that are taking that leap, it is risky, but it will be rewarded, and we can incorporate that into a value factor. Oscar Pulido: And just to clarify Andrew, so what you're saying is that there are a number of ways in which we can identify characteristics of value companies, but green patents would just be another one of those characteristics that we can look at and that also happens to be a way to think best cryptocurrency to cpu mine 2021 E, S, G investing as well?

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Andrew Ang: That's right. A second example is looking at corporate culture.

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source And culture absolutely matters. But sometimes it's a bit hard to get a quantitative signal from something that's more qualitative in nature.

But I think everybody would agree that culture matters. And we borrow research that looks at corporate culture in five pillars: innovation, integrity, quality, research and teamwork. And we use machine learning techniques, we go through textual documents, we look at the 10, broker-dealer reports that BlackRock receives every year, and we build a dictionary from these machine learning techniques, a dictionary that captures all of these five pillars of best cryptocurrency to cpu mine 2021 culture.

We then go through and we count the frequency of that dictionary measuring corporate culture.

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We make some adjustments like for the total best cryptocurrency to cpu mine 2021 of the document and for some other things, but at the end of the day, we come up with a quantitative signal for corporate culture. And that's a non-financial version of quality. We've usually thought about quality with traditional balance sheet and earnings income statements.

But now we can think about more qualitative, sustainable versions of quality, too. Oscar Pulido: So, you've mentioned value https://coinforum.site/stpt/15-11-2020.php momentum and quality and these terms for factors, so are what, is what you're saying that ESG itself is a factor? Can we think about if I invest in a manner consistent with high ESG scores, that I, too, will earn a premium in terms of return over the long term, the same way I have with some of the factors best cryptocurrency to cpu mine 2021 you've studied for many years?

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Andrew Ang: That's a great question, Oscar. And I view it that we can use certain ESG information to enhance and improve the definition of factors.

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But the factors themselves have to meet these various criteria. They have to have an economic rationale. They have to have long time series.

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We want differentiated returns and we want to offer them at scale, these four criteria that we talked about earlier. And not all of these sustainability metrics will fit those criteria. To the extent that we can incorporate those with sustainable data, of course we're best cryptocurrency to cpu mine 2021 to do it.

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But sustainability by itself, well, not all of the sustainable data will fit these same criteria as factors. Oscar, let me take a step back and give some comments about the overall framework for integrating sustainability with factor investing.

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Factor investing, the first seminal work on this was Graham and Dodd in And they were two accounting professors at the institution that I taught at as best cryptocurrency to cpu mine 2021 professor for 15 years, Columbia University. Well they didn't use those words, but they actually did talk about sustainability.

They talked about the character of management. They talked about sector and industry trends which we will classify today as environmental concerns.

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And they also talked about S, which in their language was conservatism. They didn't have a way to think about quantitatively measuring these. So, ESG has been with us for a very long time, but what best cryptocurrency to cpu mine 2021 doing with factors is that we always want that economic rationale.

We look at value, quality, momentum, size, minimum volatility, but we're going to do it with the latest research. We want to buy cheap, but we want to buy cheap now with traditional measures and also using green patent value. And we want high quality companies, but we want to look beyond the earnings and maybe best cryptocurrency to cpu mine 2021 look at the quality of management. And so, there's a natural evolution. Factors have been always at the forefront of incorporating big data and new research techniques and now we go to AI and machine learning.

Factors and sustainability, they're like tea and biscuits. Oscar Pulido: And Andrew, another element that you've studied is the carbon profiles of factors.

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And obviously carbon is a big part of the sustainability discussion. So, what have you found with respect to this topic? Andrew Ang: Yeah. These are really interesting.

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So, again, if you're a factor investor, generally speaking, if you take these multi-factor combinations, diversified across these style factors, you actually have below average carbon emissions.

So, already, if you're a factor investor, you're green.

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What's very interesting is that we can incorporate both ESG and carbon together. Let me give you an illustration of that. So, we want best cryptocurrency to cpu mine 2021 improve ESG. We want to lower carbon. What's the first kind of best cryptocurrency to cpu mine 2021 that we might want to select? Well, it's a company with highly source ESG scores, low carbon emissions, but it's one that happens also to be cheap and trending up with also traditional balance sheet and earnings definition of quality.

And if we had to remove one company, say, because that company had ESG scores that were too low or it was emitting too much carbon, then the first sort of company we might consider excluding from our portfolio would be a company that's really expensive and probably is very volatile.

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And it has low quality earnings. And that's why in an active formulation we're able to make these improvements. We can take the same historical returns as these traditional factors, but by optimizing them together, well you can have your cake and eat it too.

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Andrew Ang: We want to continue pushing, incorporating by research, these sustainable data and insights into our factor definitions. Let me give you one more. It's on deceptive language. And when companies make statements, they make public statements in their earnings calls, they have communications, sometimes that language can be a bit evasive or deceptive.

El mínimo de retiro es de: 0.

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Tu dinero se te acredita en menos de 24 horas. He detallado los pasos a continuación:. Otra forma de decidir la mejor criptomoneda para minar es observar el potencial a largo plazo del proyecto. Puede que no sea la mejor criptomoneda para minar hoy en día, pero tu minería podría ser una forma de recoger muchas monedas antes de que el precio aumente con la adopción futura.

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